{"id":27064,"date":"2026-05-13T13:30:32","date_gmt":"2026-05-13T10:30:32","guid":{"rendered":"https:\/\/arab-digital-economy.org\/?p=27064"},"modified":"2026-05-13T13:30:32","modified_gmt":"2026-05-13T10:30:32","slug":"30-embedded-systems-%d8%a7%d9%84%d8%a3%d9%86%d8%b8%d9%85%d8%a9-%d8%a7%d9%84%d9%85%d8%af%d9%85%d8%ac%d8%a9-%d8%a8%d9%8a%d9%86-%d8%a7%d9%84%d8%a3%d8%b3%d8%a7%d8%b3%d9%8a%d8%a7%d8%aa-%d8%a7%d9%84","status":"publish","type":"post","link":"https:\/\/arab-digital-economy.org\/?p=27064","title":{"rendered":"30. Embedded Systems (\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629) \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628 \u0639\u0645\u0644\u064a)"},"content":{"rendered":"

\u00a0\u0623\u0648\u0644\u0627\u064b: \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0633\u062a\u063a\u0646\u0627\u0621 \u0639\u0646\u0647\u0627 (\u062d\u062a\u0649 \u0645\u0639 \u0623\u0642\u0648\u0649 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a)<\/strong><\/h3>\n

– \u0625\u062a\u0642\u0627\u0646 \u0644\u063a\u0629 <\/strong>C<\/strong> \u0648\u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062a\u0639\u0644\u0645\u0647\u0627:<\/strong><\/p>\n

– \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0644\u0645\u0624\u0634\u0631\u0627\u062a (pointer arithmetic, pointers to functions, double pointers).<\/p>\n

– \u0641\u0647\u0645 \u0627\u0644\u0640 `struct`\u060c `union`\u060c `enum`\u060c `bitfields` (\u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0630\u0627\u0643\u0631\u0629).<\/p>\n

– \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 (malloc\/free \u0645\u0645\u0646\u0648\u0639 \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0636\u0645\u0646\u0629\u060c \u0633\u062a\u0633\u062a\u062e\u062f\u0645 static allocation \u0641\u0642\u0637).<\/p>\n

– \u0627\u0644\u0640 `volatile` keyword (\u0644\u0645\u0646\u0639 \u0627\u0644\u0645\u062d\u0633\u0646 \u0645\u0646 \u062d\u0630\u0641 \u0642\u0631\u0627\u0621\u0627\u062a \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0645\u0631\u062a\u0628\u0637\u0629 \u0628\u0627\u0644\u0623\u062c\u0647\u0632\u0629).<\/p>\n

– \u0627\u0644\u0640 `interrupt service routines (ISRs)` \u0648\u0643\u064a\u0641\u064a\u0629 \u0643\u062a\u0627\u0628\u062a\u0647\u0627 \u0628\u0644\u063a\u0629 C.<\/p>\n

– \u0627\u0644\u0640 `inline assembly` (\u0644\u0645\u0646\u0627\u0633\u0628\u0627\u062a \u0646\u0627\u062f\u0631\u0629 \u0644\u0643\u0646\u0647\u0627 \u0645\u0647\u0645\u0629).<\/p>\n

– \u0641\u0647\u0645 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 (\u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0645\u0645\u0627\u0631\u0633):<\/strong><\/p>\n

– \u0627\u0644\u0645\u0642\u0627\u0648\u0645\u0627\u062a: \u0642\u0627\u0646\u0648\u0646 \u0623\u0648\u0645\u060c \u0645\u0642\u0633\u0645 \u0627\u0644\u062c\u0647\u062f\u060c \u0645\u0642\u0627\u0648\u0645\u0629 \u0627\u0644\u0633\u062d\u0628 \u0644\u0623\u0639\u0644\u0649\/\u0623\u0633\u0641\u0644 (pull-up\/pull-down).<\/p>\n

– \u0627\u0644\u0645\u0643\u062b\u0641\u0627\u062a: \u0627\u0644\u062a\u0631\u0634\u064a\u062d (decoupling capacitors)\u060c \u0627\u0644\u062a\u0648\u0642\u064a\u062a (RC circuits).<\/p>\n

– \u0627\u0644\u062a\u0631\u0627\u0646\u0632\u0633\u062a\u0648\u0631\u0627\u062a (BJT\/MOSFET): \u0643\u0645\u0641\u0627\u062a\u064a\u062d \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 (\u0644\u062a\u0634\u063a\u064a\u0644 \u0645\u062d\u0631\u0643 \u0623\u0648 LED \u0639\u0627\u0644\u064a \u0627\u0644\u0637\u0627\u0642\u0629).<\/p>\n

– \u0627\u0644\u0640 Op-Amps: \u0643\u0645\u0642\u0627\u0631\u0646 (comparator)\u060c \u0648\u0645\u0636\u062e\u0645 \u0628\u0633\u064a\u0637 (\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0633\u0627\u062a).<\/p>\n

– \u0627\u0644\u0640 ADC: \u0641\u0647\u0645 \u0627\u0644\u062f\u0642\u0629 (8-bit vs 12-bit)\u060c \u0645\u0639\u062f\u0644 \u0627\u0644\u0639\u064a\u0646\u0627\u062a (sampling rate)\u060c \u0648\u0627\u0644\u062c\u0647\u062f \u0627\u0644\u0645\u0631\u062c\u0639\u064a (Vref).<\/p>\n

– \u0627\u0644\u0640 DAC: \u0644\u062a\u0648\u0644\u064a\u062f \u0625\u0634\u0627\u0631\u0627\u062a \u0635\u0648\u062a\u064a\u0629 \u0623\u0648 \u062a\u062d\u0643\u0645 \u0641\u064a \u062a\u0646\u0627\u0638\u0631\u064a.<\/p>\n

– \u0627\u0644\u0640 Pull-up \u0648 Pull-down \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u062d\u0643\u0645\u0627\u062a.<\/p>\n

– \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062a\u062d\u0643\u0645 \u062f\u0642\u064a\u0642 \u062d\u0642\u064a\u0642\u064a (\u0627\u062e\u062a\u0631 \u0648\u0627\u062d\u062f\u0627\u064b \u0648\u0627\u062a\u0642\u0646\u0647):<\/strong><\/p>\n

– ARM Cortex-M (\u0627\u0644\u062e\u064a\u0627\u0631 \u0627\u0644\u0623\u0641\u0636\u0644 \u0644\u0644\u0635\u0646\u0627\u0639\u0629):<\/p>\n

– \u0627\u0628\u062f\u0623 \u0628\u0640 STM32F103 “Blue Pill” (\u0631\u062e\u064a\u0635 \u062c\u062f\u0627\u064b\u060c \u0645\u062c\u062a\u0645\u0639 \u0643\u0628\u064a\u0631).<\/p>\n

– \u0623\u0648 STM32F411 “Black Pill” (\u0623\u0642\u0648\u0649\u060c \u064a\u062f\u0639\u0645 Arduino IDE \u0623\u064a\u0636\u0627\u064b).<\/p>\n

– \u0641\u0647\u0645 \u0646\u0648\u0627\u0629 Cortex-M: \u0648\u0636\u0639\u064a \u0627\u0644\u0640 Thread \u0648 Handler\u060c \u0627\u0644\u0640 NVIC (\u0645\u0642\u0627\u0637\u0639\u0627\u062a \u0645\u062a\u062f\u0627\u062e\u0644\u0629)\u060c \u0627\u0644\u0640 SysTick timer.<\/p>\n

– AVR (\u0644\u0644\u0628\u062f\u0621 \u0627\u0644\u0628\u0633\u064a\u0637 \u0641\u0642\u0637):<\/p>\n

– Arduino Uno (\u0644\u0644\u0645\u0628\u062a\u062f\u0626\u064a\u0646 \u0641\u0642\u0637\u060c \u0644\u0627 \u062a\u0628\u0642\u0649 \u0639\u0644\u064a\u0647 \u0637\u0648\u064a\u0644\u0627\u064b).<\/p>\n

– ESP32 (\u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0645\u062a\u0635\u0644\u0629):<\/p>\n

– ESP32-C3 (\u064a\u062f\u0639\u0645 Wi-Fi \u0648 Bluetooth\u060c \u0648 RISC-V).<\/p>\n

– ESP32-S3 (\u064a\u062f\u0639\u0645 \u062a\u0633\u0631\u064a\u0639 AI \u062e\u0641\u064a\u0641 \u0639\u0628\u0631 \u0634\u064a\u0641\u0631\u0629 \u0639\u0635\u0628\u064a\u0629).<\/p>\n

 <\/p>\n

– \u0625\u062a\u0642\u0627\u0646 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 (\u0648\u0643\u064a\u0641 \u062a\u0646\u0641\u0630\u0647\u0627 \u064a\u062f\u0648\u064a\u0627\u064b):<\/strong><\/p>\n

– GPIO:<\/p>\n

– \u0642\u0631\u0627\u0621\u0629 \u0623\u0632\u0631\u0627\u0631 \u0645\u0639 debouncing (\u0628\u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0648\u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0627\u062a).<\/p>\n

– \u062a\u0648\u0644\u064a\u062f PWM (\u0644\u062a\u0639\u062a\u064a\u0645 LED \u0623\u0648 \u062a\u062d\u0643\u0645 \u0628\u0645\u062d\u0631\u0643).<\/p>\n

– \u0645\u062d\u0627\u0643\u0627\u0629 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0628\u0633\u064a\u0637\u0629 (\u0645\u062b\u0644 OneWire) \u0639\u0628\u0631 GPIO.<\/p>\n

– UART (\u0627\u0644\u0623\u0633\u0647\u0644 \u0648\u0627\u0644\u0623\u0642\u062f\u0645):<\/p>\n

– \u0625\u0631\u0633\u0627\u0644 \u0648\u0627\u0633\u062a\u0642\u0628\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0640 FIFO buffer.<\/p>\n

– \u062a\u0646\u0641\u064a\u0630 \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 \u0628\u0633\u064a\u0637 \u0641\u0648\u0642 UART (\u0645\u062b\u0644 \u0628\u062f\u0627\u064a\u0629\/\u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0625\u0637\u0627\u0631).<\/p>\n

– SPI (\u0644\u0644\u0634\u0627\u0634\u0627\u062a\u060c \u0627\u0644\u062d\u0633\u0627\u0633\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629):<\/p>\n

– \u0641\u0647\u0645 \u0627\u0644\u0640 4 \u0623\u0633\u0644\u0627\u0643 (MOSI, MISO, SCLK, CS).<\/p>\n

– \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062c\u0647\u0632\u0629 \u0645\u062a\u0639\u062f\u062f\u0629 \u0639\u0644\u0649 \u0646\u0641\u0633 \u0627\u0644\u0646\u0627\u0642\u0644.<\/p>\n

– \u062a\u0646\u0641\u064a\u0630 DMA \u0645\u0639 SPI \u0644\u0646\u0642\u0644 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0633\u0631\u0639\u0629.<\/p>\n

– I2C (\u0644\u0644\u062d\u0633\u0627\u0633\u0627\u062a\u060c \u0630\u0627\u0643\u0631\u0629 EEPROM):<\/p>\n

– \u0641\u0647\u0645 \u0627\u0644\u0640 addressing\u060c \u0627\u0644\u0640 ACK\/NACK.<\/p>\n

– \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0623\u062c\u0647\u0632\u0629 \u0630\u0627\u062a \u0639\u0646\u0627\u0648\u064a\u0646 \u0645\u062a\u0639\u062f\u062f\u0629.<\/p>\n

– \u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0627\u0644\u0640 clock stretching.<\/p>\n

– \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 (\u0644\u0627\u062d\u0642\u0627\u064b):<\/p>\n

– CAN (\u0641\u064a \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a).<\/p>\n

– USB (\u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u062a\u064a \u062a\u062a\u0635\u0644 \u0628\u0627\u0644\u0643\u0645\u0628\u064a\u0648\u062a\u0631).<\/p>\n

– Ethernet (\u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629).<\/p>\n

\u062b\u0627\u0646\u064a\u0627\u064b: \u0645\u0627 \u0623\u0636\u0627\u0641\u0647 \u0639\u0635\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0644\u0645\u062c\u0627\u0644 (\u0628\u0627\u0644\u062a\u0641\u0635\u064a\u0644)<\/strong><\/h3>\n

– TinyML = \u062a\u0634\u063a\u064a\u0644 AI \u0639\u0644\u0649 \u0645\u062a\u062d\u0643\u0645 \u0628\u0630\u0627\u0643\u0631\u0629 \u0623\u0642\u0644 \u0645\u0646 256KB:<\/p>\n

– \u0644\u0645\u0627\u0630\u0627 TinyML\u061f<\/p>\n

– \u0633\u0631\u0639\u0629 \u0641\u0627\u0626\u0642\u0629 (\u0628\u062f\u0648\u0646 \u062a\u0623\u062e\u064a\u0631 \u0627\u0644\u0634\u0628\u0643\u0629).<\/p>\n

– \u062e\u0635\u0648\u0635\u064a\u0629 (\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0627 \u062a\u063a\u0627\u062f\u0631 \u0627\u0644\u062c\u0647\u0627\u0632).<\/p>\n

– \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0637\u0627\u0642\u0629 \u0642\u0644\u064a\u0644 (\u0645\u0644\u0644\u064a \u0623\u0645\u0628\u064a\u0631\u0627\u062a \u0641\u0642\u0637).<\/p>\n

– \u062a\u0643\u0644\u0641\u0629 \u0645\u0646\u062e\u0641\u0636\u0629 (\u0644\u0627 \u062d\u0627\u062c\u0629 \u0644\u0633\u064a\u0631\u0641\u0631\u0627\u062a \u0633\u062d\u0627\u0628\u064a\u0629).<\/p>\n

– \u0623\u064a\u0646 \u064a\u064f\u0633\u062a\u062e\u062f\u0645 TinyML \u0627\u0644\u064a\u0648\u0645\u061f<\/p>\n

– \u0643\u0634\u0641 \u0627\u0644\u0635\u0648\u062a (\u0643\u0644\u0645\u0629 “Hey Google” \u0639\u0644\u0649 \u0645\u064a\u0643\u0631\u0648\u0641\u0648\u0646 \u0635\u063a\u064a\u0631).<\/p>\n

– \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0646\u0645\u0637\u0629 \u0645\u0646 \u0627\u0644\u062d\u0633\u0627\u0633\u0627\u062a (\u0643\u0634\u0641 \u0627\u0647\u062a\u0632\u0627\u0632 \u063a\u064a\u0631 \u0637\u0628\u064a\u0639\u064a \u0641\u064a \u0645\u062d\u0631\u0643).<\/p>\n

– \u062a\u0635\u0646\u064a\u0639 \u062d\u0631\u0643\u0627\u062a (\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u0645\u0634\u064a \u0648\u0627\u0644\u062c\u0631\u064a \u0648\u0627\u0644\u0633\u0642\u0648\u0637 \u0645\u0646 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u062c\u0644\u0629 \u0627\u0644\u062a\u0633\u0627\u0631\u0639).<\/p>\n

– \u0631\u0624\u064a\u0629 \u062d\u0627\u0633\u0648\u0628\u064a\u0629 \u062e\u0641\u064a\u0641\u0629 (\u062a\u0635\u0646\u064a\u0641 \u0635\u0648\u0631 \u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062f\u0642\u0629 \u0639\u0644\u0649 \u0645\u062a\u062d\u0643\u0645).<\/p>\n

– \u0646\u0645\u0627\u0630\u062c AI \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0644\u0645\u062a\u062d\u0643\u0645\u0627\u062a:<\/p>\n

– DNN (\u0634\u0628\u0643\u0629 \u0643\u062b\u064a\u0641\u0629 \u0628\u0633\u064a\u0637\u0629) – \u0627\u0644\u0623\u0633\u0647\u0644.<\/p>\n

– CNN \u0635\u063a\u064a\u0631\u0629 (\u0644\u0644\u0645\u0646\u0638\u0641\u0627\u062a \u0627\u0644\u0628\u0635\u0631\u064a\u0629 \u0623\u0648 \u0627\u0644\u0635\u0648\u062a\u064a\u0629).<\/p>\n

– Decision Trees \u0648 Random Forests (\u0633\u0647\u0644\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u064a\u062f\u0648\u064a\u0627\u064b).<\/p>\n

– K-Means (\u0644\u0644\u062a\u062c\u0645\u064a\u0639 \u0648\u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0627\u0644\u0634\u0630\u0648\u0630).<\/p>\n

– \u0643\u064a\u0641 \u062a\u0628\u062f\u0623 \u0639\u0645\u0644\u064a\u0627\u064b\u061f<\/p>\n

– \u0627\u0630\u0647\u0628 \u0625\u0644\u0649 Edge Impulse\u060c \u0627\u062e\u062a\u0631 “Classify motion” \u0645\u0646 \u0627\u0644\u0642\u0648\u0627\u0644\u0628 \u0627\u0644\u062c\u0627\u0647\u0632\u0629.<\/p>\n

– \u0627\u0631\u0628\u0637 ESP32 \u0623\u0648 \u0647\u0627\u062a\u0641\u0643 (\u0639\u0628\u0631 \u0627\u0644\u062a\u0637\u0628\u064a\u0642) \u0644\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0631\u0643\u0629.<\/p>\n

– \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c (\u0633\u064a\u0648\u0644\u062f \u0644\u0643 \u0643\u0648\u062f C \u062c\u0627\u0647\u0632).<\/p>\n

– \u0627\u0646\u0632\u0644 \u0627\u0644\u0643\u0648\u062f \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u062d\u0643\u0645\u060c \u0648\u0634\u063a\u0651\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0628\u062f\u0648\u0646 \u0625\u0646\u062a\u0631\u0646\u062a.<\/p>\n

– \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0643\u0645\u0633\u0627\u0639\u062f \u0634\u062e\u0635\u064a \u0644\u0643 (\u0648\u0644\u064a\u0633 \u062f\u0627\u062e\u0644 \u0627\u0644\u062c\u0647\u0627\u0632):<\/p>\n

– GitHub Copilot (\u0641\u064a VS Code \u0623\u0648 CLion):<\/p>\n

– \u0627\u0643\u062a\u0628 \u062a\u0639\u0644\u064a\u0642\u0627\u064b \u0645\u062b\u0644 `\/\/ Initialize UART2 with baud 115200, 8N1` \u0648\u0633\u062a\u0638\u0647\u0631 \u0644\u0643 \u0627\u0644\u062f\u0627\u0644\u0629 \u0643\u0627\u0645\u0644\u0629.<\/p>\n

– \u064a\u0643\u062a\u0628 \u062f\u0648\u0627\u0644 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0640 interrupts \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b.<\/p>\n

– \u064a\u0646\u0634\u0626 \u062f\u0648\u0627\u0644 \u0642\u0631\u0627\u0621\u0629 \u062d\u0633\u0627\u0633 (\u0645\u062b\u0644 `read_mpu6050_gyro()`).<\/p>\n

– Cursor (\u0645\u062d\u0631\u0631 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 VS Code \u0645\u0639 AI \u0645\u062f\u0645\u062c):<\/p>\n

– \u0646\u0641\u0633 Copilot \u0648\u0644\u0643\u0646 \u0645\u0639 \u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0639\u062f\u064a\u0644 \u0645\u0644\u0641\u0627\u062a \u0643\u0627\u0645\u0644\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0637\u0644\u0628\u0643.<\/p>\n

– ChatGPT Plus \/ Claude:<\/p>\n

– \u0644\u0641\u0647\u0645 \u0627\u0644\u0640 datasheets: \u062e\u0630 \u0645\u0644\u0641 PDF \u0644\u0623\u064a \u062d\u0633\u0627\u0633 (\u0645\u062b\u0644 BME280)\u060c \u0648\u0642\u0644 \u0644\u0644\u0640 AI “\u0634\u0631\u062d \u0643\u064a\u0641\u064a\u0629 \u0625\u0639\u062f\u0627\u062f \u0647\u0630\u0627 \u0627\u0644\u062d\u0633\u0627\u0633 \u0639\u0628\u0631 I2C\u060c \u0645\u0639 \u0643\u0648\u062f \u0645\u062b\u0627\u0644 \u0628\u0644\u063a\u0629 C”.<\/p>\n

– \u0644\u062a\u0648\u0644\u064a\u062f \u0643\u0648\u062f \u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u062e\u0637\u0627\u0621: \u0642\u0644 “\u0623\u0639\u0637\u0646\u064a \u0643\u0648\u062f \u0645\u0639\u0627\u0644\u062c\u0629 \u062e\u0637\u0623 \u0644\u0640 SPI \u0639\u0644\u0649 STM32 \u064a\u0639\u064a\u062f \u0627\u0644\u0645\u062d\u0627\u0648\u0644\u0629 3 \u0645\u0631\u0627\u062a”.<\/p>\n

– \u0644\u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 \u0645\u0633\u062a\u0639\u0635\u064a\u0629: \u0627\u0646\u0633\u062e \u0643\u0648\u062f \u0627\u0644\u0640 ISR \u0627\u0644\u0630\u064a \u0644\u0627 \u064a\u0639\u0645\u0644\u060c \u0648\u0642\u0644 “\u0647\u0630\u0627 \u0627\u0644\u0643\u0648\u062f \u064a\u0633\u0628\u0628 \u062a\u062c\u0645\u062f \u0627\u0644\u0646\u0638\u0627\u0645 \u0628\u0639\u062f \u0627\u0644\u0645\u0642\u0627\u0637\u0639\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c \u0644\u0645\u0627\u0630\u0627\u061f”.<\/p>\n

– \u0644\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621: \u0627\u0646\u0633\u062e \u0643\u0648\u062f \u062d\u0644\u0642\u0629 \u062d\u0633\u0627\u0628\u064a\u0629\u060c \u0648\u0642\u0644 “\u062d\u0633\u0651\u0646 \u0647\u0630\u0627 \u0627\u0644\u0643\u0648\u062f \u0644\u0640 ARM Cortex-M4 \u0645\u0639 \u062a\u0641\u0639\u064a\u0644 FPU”.<\/p>\n

– Perplexity.ai:<\/p>\n

– \u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0623\u062e\u0637\u0627\u0621 \u0646\u0627\u062f\u0631\u0629: “Why does STM32F103 I2C hang on ACK after reset?”.<\/p>\n

– \u0644\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0631\u0627\u062c\u0639 \u0645\u062d\u062f\u062b\u0629: “Latest TinyML frameworks for ARM Cortex-M0 in 2025”.<\/p>\n

– \u0627\u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0623\u0646 \u062a\u0639\u0631\u0641\u0647\u0627:<\/strong><\/p>\n

– TensorFlow Lite Micro:<\/p>\n

– \u0645\u0646 Google\u060c \u064a\u0633\u0645\u062d \u0628\u062a\u0634\u063a\u064a\u0644 \u0646\u0645\u0627\u0630\u062c TensorFlow \u0639\u0644\u0649 \u0645\u062a\u062d\u0643\u0645\u0627\u062a 32-bit.<\/p>\n

– \u062d\u062c\u0645 \u0635\u063a\u064a\u0631 \u062c\u062f\u0627\u064b (\u0623\u0642\u0644 \u0645\u0646 20KB \u0644\u0644\u0640 runtime).<\/p>\n

– \u064a\u062f\u0639\u0645 ARM Cortex-M\u060c RISC-V\u060c \u0648ESP32.<\/p>\n

– Edge Impulse:<\/p>\n

– \u0645\u0646\u0635\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0643\u0627\u0645\u0644\u0629 \u0644\u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u062a\u062f\u0631\u064a\u0628\u060c \u0648\u0627\u0644\u062a\u0635\u062f\u064a\u0631.<\/p>\n

– \u0645\u062c\u0627\u0646\u064a\u0629 \u0644\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0635\u063a\u064a\u0631\u0629 \u0648\u0627\u0644\u062a\u0639\u0644\u0645.<\/p>\n

– \u062a\u0635\u062f\u0631 \u0643\u0648\u062f C \u062c\u0627\u0647\u0632 \u0644\u0644\u0645\u062a\u062d\u0643\u0645 (\u0645\u0639 \u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0630\u0627\u0643\u0631\u0629 \u062a\u0644\u0642\u0627\u0626\u064a\u0629).<\/p>\n

– CMSIS-NN:<\/p>\n

– \u0645\u0646 ARM\u060c \u0645\u0643\u062a\u0628\u0629 \u062f\u0648\u0627\u0644 Neural Network \u0645\u062d\u0633\u0651\u0646\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0627\u062a Cortex-M.<\/p>\n

– \u0623\u0633\u0631\u0639 4-5 \u0645\u0631\u0627\u062a \u0645\u0646 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0627\u062f\u064a.<\/p>\n

– \u062a\u062d\u062a\u0627\u062c \u0625\u0644\u0649 \u0646\u0645\u0648\u0630\u062c \u0645\u062f\u0631\u0628 \u0645\u0633\u0628\u0642\u0627\u064b (TensorFlow \u0623\u0648 PyTorch).<\/p>\n

– Neuton:<\/p>\n

– \u0623\u062f\u0627\u0629 \u0641\u0631\u064a\u062f\u0629 \u062a\u062d\u0648\u0644 \u0623\u064a \u0646\u0645\u0648\u0630\u062c AI \u0625\u0644\u0649 \u0643\u0648\u062f C \u062e\u0627\u0644\u0635 \u0628\u062f\u0648\u0646 \u0645\u0643\u062a\u0628\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629.<\/p>\n

– \u0645\u062b\u0627\u0644\u064a \u0644\u0644\u0623\u0646\u0638\u0645\u0629 \u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u062c\u062f\u0627\u064b (\u0645\u062b\u0644 Cortex-M0 \u0645\u0639 32KB RAM).<\/p>\n

\u00a0\u062b\u0627\u0644\u062b\u0627\u064b: \u0645\u0634\u0627\u0631\u064a\u0639 \u0639\u0645\u0644\u064a\u0629 \u0645\u0642\u062a\u0631\u062d\u0629 (\u0645\u0646 \u0627\u0644\u0628\u0633\u064a\u0637 \u0625\u0644\u0649 \u0627\u0644\u0645\u062a\u0642\u062f\u0645)<\/strong><\/h3>\n

– \u0627\u0644\u0645\u0634\u0631\u0648\u0639 1: \u0642\u0627\u0631\u0626 \u062d\u0631\u0627\u0631\u0629 \u0648\u0631\u0637\u0648\u0628\u0629 \u0645\u0639 \u0634\u0627\u0634\u0629 <\/strong>LCD<\/strong> (\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u060c \u0628\u062f\u0648\u0646 <\/strong>AI<\/strong>):<\/strong><\/p>\n

– \u0627\u0644\u0623\u062c\u0632\u0627\u0621: STM32 \u0623\u0648 Arduino + \u062d\u0633\u0627\u0633 DHT22 + \u0634\u0627\u0634\u0629 16×2 LCD (\u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644 I2C).<\/p>\n

– \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a: \u0642\u0631\u0627\u0621\u0629 \u062d\u0633\u0627\u0633\u060c \u0625\u0631\u0633\u0627\u0644 \u0646\u0635 \u0625\u0644\u0649 LCD\u060c \u0625\u062f\u0627\u0631\u0629 \u0648\u0642\u062a \u0627\u0644\u0640 timing.<\/p>\n

– \u0644\u0645\u0627\u0630\u0627 \u0647\u0630\u0627 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u061f \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0628\u062f\u0648\u0646 \u062a\u0639\u0642\u064a\u062f.<\/p>\n

– \u0627\u0644\u0645\u0634\u0631\u0648\u0639 2: \u0646\u0638\u0627\u0645 \u0625\u0646\u0630\u0627\u0631 \u0645\u0639 \u0643\u0634\u0641 \u0627\u0644\u062d\u0631\u0643\u0629 (\u0645\u0639 \u0645\u0646\u0637\u0642 \u0628\u0633\u064a\u0637):<\/strong><\/p>\n

– \u0627\u0644\u0623\u062c\u0632\u0627\u0621: ESP32 + \u062d\u0633\u0627\u0633 PIR + \u062c\u0631\u0633 (buzzer) + \u0645\u0624\u0634\u0631 LED.<\/p>\n

– \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a: \u0645\u0642\u0627\u0637\u0639\u0627\u062a (interrupts) \u0645\u0646 \u0627\u0644\u062d\u0633\u0627\u0633\u060c \u0645\u0624\u0642\u062a\u0627\u062a (timers) \u0644\u0625\u0644\u063a\u0627\u0621 \u0627\u0644\u062a\u0646\u0628\u064a\u0647 \u0628\u0639\u062f \u0632\u0645\u0646.<\/p>\n

– \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u0628\u0640 AI: \u0628\u062f\u0644\u0627\u064b \u0645\u0646 PIR \u0627\u0644\u0628\u0633\u064a\u0637\u060c \u0627\u0633\u062a\u062e\u062f\u0645 TinyML \u0644\u062a\u0635\u0646\u064a\u0641 \u0635\u0648\u062a \u0627\u0644\u0643\u0633\u0631 \u0623\u0648 \u0641\u062a\u062d \u0627\u0644\u0628\u0627\u0628.<\/p>\n

– \u0627\u0644\u0645\u0634\u0631\u0648\u0639 3: \u0643\u0634\u0641 \u0627\u0644\u0635\u0648\u062a \u0623\u0648 \u0627\u0644\u062d\u0631\u0643\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <\/strong>TinyML<\/strong> \u0639\u0644\u0649 <\/strong>ESP32<\/strong> (\u0623\u0648\u0644 \u0645\u0634\u0631\u0648\u0639 <\/strong>AI<\/strong>):<\/strong><\/p>\n

– \u0627\u0644\u0623\u062c\u0632\u0627\u0621: ESP32 + microphone (INMP441 \u0639\u0628\u0631 I2S) \u0623\u0648 MPU6050.<\/p>\n

– \u0627\u0644\u062e\u0637\u0648\u0627\u062a:<\/p>\n

    \n
  1. \u0633\u062c\u0644 10 \u062b\u0648\u0627\u0646\u064d \u0645\u0646 \u0627\u0644\u0635\u0648\u062a (\u0643\u0644\u0645\u0629 “\u0623\u0647\u0644\u0627\u064b” vs \u0636\u0648\u0636\u0627\u0621 \u062e\u0644\u0641\u064a\u0629).<\/li>\n
  2. \u0627\u0631\u0641\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 Edge Impulse.<\/li>\n
  3. \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c \u062a\u0635\u0646\u064a\u0641 \u0635\u0648\u062a\u064a \u0628\u0633\u064a\u0637 (\u0634\u0628\u0643\u0629 CNN \u0635\u063a\u064a\u0631\u0629).<\/li>\n
  4. \u0627\u0646\u0632\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 ESP32.<\/li>\n
  5. \u0634\u063a\u0651\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0627\u0644\u0647\u0648\u0627\u0621 \u0645\u0628\u0627\u0634\u0631\u0629 (\u0628\u062f\u0648\u0646 \u0625\u0646\u062a\u0631\u0646\u062a).<\/li>\n<\/ol>\n

    – \u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u062c\u0647\u0627\u0632 \u064a\u0636\u064a\u0621 LED \u0639\u0646\u062f\u0645\u0627 \u064a\u0633\u0645\u0639 \u0643\u0644\u0645\u0629 \u0645\u062d\u062f\u062f\u0629.<\/p>\n

    – \u0627\u0644\u0645\u0634\u0631\u0648\u0639 4: \u062c\u0647\u0627\u0632 \u062a\u0646\u0628\u0624 \u0628\u0623\u0639\u0637\u0627\u0644 \u0645\u062d\u0631\u0643 (\u0635\u0646\u0627\u0639\u064a\u060c \u0642\u064a\u0645 \u0639\u0627\u0644\u064a\u0629):<\/strong><\/p>\n

    – \u0627\u0644\u0623\u062c\u0632\u0627\u0621: STM32F4 + \u062d\u0633\u0627\u0633 \u0627\u0647\u062a\u0632\u0627\u0632 (SW-420 \u0623\u0648 ADXL345) + \u0634\u0627\u0634\u0629 OLED.<\/p>\n

    – \u0627\u0644\u0641\u0643\u0631\u0629: \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0647\u062a\u0632\u0627\u0632:<\/p>\n

    – \u062d\u0627\u0644\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 (\u0627\u0647\u062a\u0632\u0627\u0632 \u0645\u0646\u062a\u0638\u0645).<\/p>\n

    – \u062d\u0627\u0644\u0629 \u0645\u062d\u0645\u0644 \u062a\u0627\u0644\u0641 (\u0627\u0647\u062a\u0632\u0627\u0632 \u0639\u0634\u0648\u0627\u0626\u064a \u0639\u0627\u0644\u064d).<\/p>\n

    – \u062d\u0627\u0644\u0629 \u0639\u0645\u0648\u062f \u063a\u064a\u0631 \u0645\u062a\u0648\u0627\u0632\u0646 (\u0627\u0647\u062a\u0632\u0627\u0632 \u062f\u0648\u0631\u064a \u0639\u0627\u0644\u064d).<\/p>\n

    – \u0627\u0644\u062a\u0646\u0641\u064a\u0630: \u0646\u0645\u0648\u0630\u062c Decision Tree (\u0623\u0633\u0647\u0644) \u0623\u0648 DNN \u0635\u063a\u064a\u0631.<\/p>\n

    – \u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u0627\u0644\u062c\u0647\u0627\u0632 \u064a\u0635\u0646\u0641 \u0627\u0644\u062d\u0627\u0644\u0629 \u0641\u064a \u0623\u0642\u0644 \u0645\u0646 100ms \u0648\u064a\u0638\u0647\u0631\u0647\u0627 \u0639\u0644\u0649 \u0627\u0644\u0634\u0627\u0634\u0629.<\/p>\n

    – \u0627\u0644\u0645\u0634\u0631\u0648\u0639 5: \u0646\u0638\u0627\u0645 \u062a\u062d\u0643\u0645 \u0641\u064a \u0631\u064a \u0627\u0644\u0646\u0628\u0627\u062a\u0627\u062a \u0628\u0627\u0644\u062a\u0646\u0628\u0624 (\u0625\u0646\u062a\u0631\u0646\u062a \u0627\u0644\u0623\u0634\u064a\u0627\u0621 + <\/strong>AI<\/strong>):<\/strong><\/p>\n

    – \u0627\u0644\u0623\u062c\u0632\u0627\u0621: ESP32-C3 (\u064a\u0648\u0641\u0631 Wi-Fi) + \u062d\u0633\u0627\u0633 \u0631\u0637\u0648\u0628\u0629 \u0627\u0644\u062a\u0631\u0628\u0629 + \u062d\u0633\u0627\u0633 \u062d\u0631\u0627\u0631\u0629 + \u0645\u0636\u062e\u0629 \u0645\u064a\u0627\u0647 \u0635\u063a\u064a\u0631\u0629.<\/p>\n

    – \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a:<\/p>\n

    – \u0642\u0631\u0627\u0621\u0629 \u062d\u0633\u0627\u0633\u0627\u062a (ADC).<\/p>\n

    – \u062a\u0634\u063a\u064a\u0644 \u0645\u0636\u062e\u0629 \u0639\u0628\u0631 MOSFET.<\/p>\n

    – \u0625\u0631\u0633\u0627\u0644 \u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0644\u0649 MQTT broker (\u0645\u062b\u0644 Adafruit IO).<\/p>\n

    – \u0625\u0636\u0627\u0641\u0629 TinyML:<\/p>\n

    – \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c\u0627\u064b \u064a\u062a\u0646\u0628\u0623 \u0628\u0645\u0648\u0639\u062f \u062c\u0641\u0627\u0641 \u0627\u0644\u062a\u0631\u0628\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0633\u0627\u0639\u0627\u062a \u0627\u0644\u062a\u0634\u063a\u064a\u0644 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u062f\u0631\u062c\u0629 \u0627\u0644\u062d\u0631\u0627\u0631\u0629.<\/p>\n

    – \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0631\u064a \u0643\u0644 6 \u0633\u0627\u0639\u0627\u062a\u060c \u0627\u0644\u0640 AI \u064a\u0642\u0631\u0631 \u0645\u062a\u0649 \u062a\u0631\u0648\u064a \u0628\u0627\u0644\u0636\u0628\u0637.<\/p>\n

    – \u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u062a\u0648\u0641\u064a\u0631 30-50% \u0641\u064a \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0645\u064a\u0627\u0647.<\/p>\n

    – \u0627\u0644\u0645\u0634\u0631\u0648\u0639 6: \u0643\u0634\u0641 \u0627\u0644\u0633\u0642\u0648\u0637 \u0644\u0643\u0628\u0627\u0631 \u0627\u0644\u0633\u0646 (\u062a\u0637\u0628\u064a\u0642 \u0637\u0628\u064a):<\/strong><\/p>\n

    – \u0627\u0644\u0623\u062c\u0632\u0627\u0621: Seeed XIAO BLE Sense (\u0635\u063a\u064a\u0631\u060c \u0645\u0639 \u062d\u0633\u0627\u0633\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629) + \u0628\u0637\u0627\u0631\u064a\u0629 \u0635\u063a\u064a\u0631\u0629.<\/p>\n

    – \u0627\u0644\u0641\u0643\u0631\u0629: \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0639\u062c\u0644\u0629 \u0627\u0644\u062a\u0633\u0627\u0631\u0639 \u0648\u0627\u0644\u062c\u064a\u0631\u0648\u0633\u0643\u0648\u0628:<\/p>\n

    – \u062d\u0631\u0643\u0629 \u0637\u0628\u064a\u0639\u064a\u0629 (\u0645\u0634\u064a\u060c \u062c\u0644\u0648\u0633\u060c \u0648\u0642\u0648\u0641).<\/p>\n

    – \u062d\u0631\u0643\u0629 \u0633\u0642\u0648\u0637 (\u062a\u063a\u064a\u0631 \u0645\u0641\u0627\u062c\u0626 \u0641\u064a \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u064a\u0644\u064a\u0647 \u0633\u0643\u0648\u0646).<\/p>\n

    – \u0627\u0644\u0645\u0647\u0627\u0631\u0627\u062a: \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 (real-time)\u060c \u0625\u0631\u0633\u0627\u0644 \u062a\u0646\u0628\u064a\u0647 \u0639\u0628\u0631 BLE \u0625\u0644\u0649 \u0647\u0627\u062a\u0641 \u0642\u0631\u064a\u0628.<\/p>\n

    – \u0627\u0644\u0646\u062a\u064a\u062c\u0629: \u062c\u0647\u0627\u0632 \u0635\u063a\u064a\u0631 \u0639\u0644\u0649 \u0627\u0644\u062d\u0632\u0627\u0645 \u064a\u0631\u0633\u0644 \u062a\u0646\u0628\u064a\u0647 \u0641\u064a \u062d\u0627\u0644\u0629 \u0627\u0644\u0633\u0642\u0648\u0637.<\/p>\n

    \u0631\u0627\u0628\u0639\u0627\u064b: \u0646\u0635\u0627\u0626\u062d \u0645\u0647\u0645\u0629 \u062c\u062f\u0627\u064b \u0641\u064a \u0639\u0635\u0631 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/strong><\/h3>\n

    – \u0644\u0627 \u062a\u0639\u062a\u0645\u062f \u0643\u0644\u064a\u0627\u064b \u0639\u0644\u0649 AI \u0641\u064a \u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u0643\u0648\u062f:<\/p>\n

    – \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0645\u064f\u0648\u0644\u0651\u064e\u062f \u063a\u0627\u0644\u0628\u0627\u064b:<\/p>\n

    – \u0644\u0627 \u064a\u0631\u0627\u0639\u064a \u0642\u064a\u0648\u062f \u0627\u0644\u0630\u0627\u0643\u0631\u0629 (\u064a\u0633\u062a\u062e\u062f\u0645 malloc \u0628\u0643\u062b\u0631\u0629).<\/p>\n

    – \u0644\u0627 \u064a\u0641\u0647\u0645 \u0627\u0644\u0640 real-time constraints (\u0642\u062f \u064a\u0636\u0639 \u062d\u0644\u0642\u0627\u062a \u0627\u0646\u062a\u0638\u0627\u0631 \u0637\u0648\u064a\u0644\u0629).<\/p>\n

    – \u064a\u0641\u062a\u0631\u0636 \u0648\u062c\u0648\u062f \u0646\u0638\u0627\u0645 \u062a\u0634\u063a\u064a\u0644 \u0643\u0627\u0645\u0644 (Linux) \u0628\u064a\u0646\u0645\u0627 \u0623\u0646\u062a \u0639\u0644\u0649 bare metal.<\/p>\n

    – \u064a\u0633\u062a\u062e\u062f\u0645 \u062f\u0648\u0627\u0644 \u063a\u064a\u0631 \u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0628\u064a\u0626\u0629 \u0627\u0644\u0645\u062a\u062d\u0643\u0645.<\/p>\n

    – \u0627\u0644\u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0630\u0647\u0628\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 AI \u0644\u062a\u0648\u0644\u064a\u062f 70% \u0645\u0646 \u0627\u0644\u0643\u0648\u062f\u060c \u062b\u0645 \u0631\u0627\u062c\u0639\u0647 \u0648\u0639\u062f\u0651\u0644\u0647 \u064a\u062f\u0648\u064a\u0627\u064b \u0644\u0644\u0646\u0635\u0641 \u0633\u0627\u0639\u0629.<\/p>\n

    – \u062a\u0639\u0644\u0645 \u0642\u0631\u0627\u0621\u0629 <\/strong>Datasheet<\/strong> \u0648 <\/strong>Reference Manual<\/strong> \u0628\u0646\u0641\u0633\u0643:<\/strong><\/p>\n

    – \u0627\u0644\u0640 AI \u0644\u0627 \u064a\u0633\u062a\u0637\u064a\u0639 \u0641\u0647\u0645 \u0627\u0644\u0631\u0633\u0648\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u0629 (timing diagrams) \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0641\u064a \u0627\u0644\u0640 datasheet.<\/p>\n

    – \u0645\u062b\u0627\u0644 \u0639\u0645\u0644\u064a: \u0641\u064a datasheet \u062d\u0633\u0627\u0633 I2C\u060c \u0647\u0646\u0627\u0643 \u0634\u0643\u0644 \u064a\u0628\u064a\u0646 \u0645\u062a\u0649 \u064a\u062c\u0628 \u0625\u0631\u0633\u0627\u0644 START \u0648 STOP \u0648 ACK. AI \u063a\u0627\u0644\u0628\u0627\u064b \u064a\u062e\u0637\u0626 \u0641\u064a \u0647\u0630\u0627.<\/p>\n

    – \u0643\u064a\u0641 \u062a\u062a\u0639\u0644\u0645\u061f \u062e\u0630 \u0623\u064a \u062d\u0633\u0627\u0633 \u0628\u0633\u064a\u0637 (\u0645\u062b\u0644 DS18B20)\u060c \u0648\u0627\u0642\u0631\u0623 \u0627\u0644\u0640 datasheet \u0643\u0627\u0645\u0644\u0627\u064b\u060c \u0648\u062d\u0627\u0648\u0644 \u0628\u0631\u0645\u062c\u062a\u0647 \u064a\u062f\u0648\u064a\u0627\u064b \u0628\u062f\u0648\u0646 AI \u0623\u0648\u0644\u0627\u064b.<\/p>\n

    – \u0631\u0643\u0632 \u0639\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 (\u0628\u0623\u0646\u0648\u0627\u0639\u0647 \u0627\u0644\u0623\u0631\u0628\u0639\u0629):<\/strong><\/p>\n

    – \u062a\u062d\u0633\u064a\u0646 \u062d\u062c\u0645 \u0627\u0644\u0643\u0648\u062f (code size): \u0627\u0633\u062a\u062e\u062f\u0645 `-Os` \u0641\u064a \u0627\u0644\u0645\u062a\u0631\u062c\u0645\u060c \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0645\u0643\u062a\u0628\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629.<\/p>\n

    – \u062a\u062d\u0633\u064a\u0646 \u0633\u0631\u0639\u0629 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 (speed): \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0640 DMA\u060c \u0642\u0644\u0644 \u0627\u0644\u0640 interrupt nesting\u060c \u0627\u0633\u062a\u062e\u062f\u0645 `-O3` \u0625\u0630\u0627 \u0643\u0627\u0646 \u0644\u062f\u064a\u0643 \u0630\u0627\u0643\u0631\u0629 \u0643\u0627\u0641\u064a\u0629.<\/p>\n

    – \u062a\u062d\u0633\u064a\u0646 \u0627\u0633\u062a\u0647\u0644\u0627\u0643 \u0627\u0644\u0637\u0627\u0642\u0629 (power): \u0627\u0633\u062a\u062e\u062f\u0645 \u0623\u0648\u0636\u0627\u0639 \u0627\u0644\u0633\u0643\u0648\u0646 (sleep modes)\u060c \u0623\u0648\u0642\u0641 \u0627\u0644\u0633\u0627\u0639\u0627\u062a \u063a\u064a\u0631 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u0629\u060c \u0642\u0644\u0644 \u0633\u0631\u0639\u0629 \u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0639\u0646\u062f \u0627\u0644\u062e\u0645\u0648\u0644.<\/p>\n

    – \u062a\u062d\u0633\u064a\u0646 \u0632\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 (latency): \u0642\u0644\u0644 \u0637\u0648\u0644 \u0627\u0644\u0640 ISRs\u060c \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0640 tail-chaining \u0641\u064a Cortex-M.<\/p>\n

    – \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u0627 \u064a\u0642\u0648\u0645 \u0628\u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u0633\u064a\u0646 \u062a\u0644\u0642\u0627\u0626\u064a\u0627\u064b. \u0623\u0646\u062a \u0627\u0644\u0645\u0633\u0624\u0648\u0644.<\/p>\n

    – \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062d\u0627\u0643\u064a\u0627\u062a (<\/strong>simulators<\/strong>) \u0642\u0628\u0644 \u0634\u0631\u0627\u0621 \u0627\u0644\u0623\u062c\u0647\u0632\u0629:<\/strong><\/p>\n

    – Wokwi (\u0645\u062c\u0627\u0646\u064a\u060c \u0641\u064a \u0627\u0644\u0645\u062a\u0635\u0641\u062d):<\/p>\n

    – \u064a\u062d\u0627\u0643\u064a Arduino\u060c ESP32\u060c STM32\u060c Raspberry Pi Pico.<\/p>\n

    – \u064a\u0645\u0643\u0646\u0643 \u0643\u062a\u0627\u0628\u0629 \u0643\u0648\u062f \u0648\u062a\u0634\u063a\u064a\u0644\u0647 \u0648\u0645\u0634\u0627\u0647\u062f\u0629 Serial Monitor \u0648 LEDs.<\/p>\n

    – \u0645\u062b\u0627\u0644\u064a \u0644\u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0628\u0633\u0631\u0639\u0629 \u0642\u0628\u0644 \u0627\u0644\u0637\u0644\u0628 \u0645\u0646 AliExpress.<\/p>\n

    – QEMU (\u0645\u062a\u0642\u062f\u0645):<\/p>\n

    – \u064a\u062d\u0627\u0643\u064a \u0623\u0646\u0638\u0645\u0629 \u0643\u0627\u0645\u0644\u0629 (Linux \u0639\u0644\u0649 ARM\u060c \u0623\u0648 bare metal).<\/p>\n

    – \u0623\u0628\u0637\u0623 \u0645\u0646 Wokwi \u0648\u0644\u0643\u0646\u0647 \u0623\u0643\u062b\u0631 \u062f\u0642\u0629.<\/p>\n

    – proteus (\u0645\u062f\u0641\u0648\u0639\u060c \u0644\u0643\u0646\u0647 \u0642\u0648\u064a):<\/p>\n

    – \u064a\u062d\u0627\u0643\u064a \u0627\u0644\u0645\u062a\u062d\u0643\u0645\u0627\u062a \u0645\u0639 \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0627\u0644\u0645\u062d\u064a\u0637\u0629 (\u0645\u0642\u0627\u0648\u0645\u0627\u062a\u060c \u0645\u0643\u062b\u0641\u0627\u062a\u060c \u062d\u062a\u0649 \u062d\u0633\u0627\u0633\u0627\u062a).<\/p>\n

    – \u0627\u062e\u062a\u0631 \u0644\u0648\u062d\u0629 \u062a\u0637\u0648\u064a\u0631 \u0639\u0645\u0644\u064a\u0629 \u0648\u0645\u0646\u062e\u0641\u0636\u0629 \u0627\u0644\u062a\u0643\u0644\u0641\u0629:<\/strong><\/p>\n

    – \u0644\u0644\u0645\u0628\u062a\u062f\u0626 \u0627\u0644\u0645\u0637\u0644\u0642: ESP32-C3 (5-7 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u064a\u062f\u0639\u0645 Arduino IDE \u0648Wi-Fi).<\/p>\n

    – \u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0627\u062d\u062a\u0631\u0627\u0641: STM32 Black Pill (8-10 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u0645\u0639 \u062f\u0639\u0645 STM32CubeIDE \u0648 bare metal).<\/p>\n

    – \u0644\u0640 TinyML: Seeed XIAO ESP32-S3 (12 \u062f\u0648\u0644\u0627\u0631\u0627\u064b\u060c \u0645\u0639 \u0645\u0633\u0631\u0651\u0639 AI \u062e\u0641\u064a\u0641 \u0648\u0643\u0627\u0645\u064a\u0631\u0627 \u0627\u062e\u062a\u064a\u0627\u0631\u064a\u0629).<\/p>\n

    – \u0644\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642: Raspberry Pi Pico (4 \u062f\u0648\u0644\u0627\u0631\u0627\u062a\u060c \u0645\u0639 \u062f\u0639\u0645 MicroPython \u0648 C\u060c \u0644\u0643\u0646\u0647 \u0623\u0642\u0644 \u0642\u0648\u0629).<\/p>\n

    – \u062a\u0639\u0644\u0645 \u0646\u0638\u0627\u0645 \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0625\u0635\u062f\u0627\u0631\u0627\u062a (<\/strong>Git<\/strong>):<\/strong><\/p>\n

    – \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u064a\u0648\u0644\u062f \u0643\u0648\u062f\u0627\u064b\u060c \u0644\u0643\u0646\u0647 \u0644\u0627 \u064a\u062f\u064a\u0631\u0647.<\/p>\n

    – \u0627\u0633\u062a\u062e\u062f\u0645 GitHub \u0644\u0646\u0633\u062e \u0627\u062d\u062a\u064a\u0627\u0637\u064a \u0644\u0645\u0634\u0627\u0631\u064a\u0639\u0643.<\/p>\n

    – \u062a\u0639\u0644\u0645 `git commit`\u060c `git diff` (\u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0643\u0648\u062f \u0642\u0628\u0644 \u0648\u0628\u0639\u062f \u062a\u0639\u062f\u064a\u0644 AI)\u060c `git bisect` (\u0644\u0644\u0628\u062d\u062b \u0639\u0646 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0630\u064a \u0623\u062f\u062e\u0644\u0647 AI).<\/p>\n

    – \u0627\u0646\u0636\u0645 \u0625\u0644\u0649 \u0645\u062c\u062a\u0645\u0639\u0627\u062a \u0645\u062a\u062e\u0635\u0635\u0629:<\/strong><\/p>\n

    – Reddit: r\/embedded\u060c r\/embeddedlinux\u060c r\/TinyML.<\/p>\n

    – Discord: “Embedded Engineering” (\u0633\u064a\u0631\u0641\u0631 \u0646\u0634\u0637 \u062c\u062f\u0627\u064b)\u060c “Edge Impulse community”.<\/p>\n

    – Stack Overflow: \u0627\u0637\u0631\u062d \u0623\u0633\u0626\u0644\u0629 \u0645\u062d\u062f\u062f\u0629 \u0645\u0639 \u0643\u0648\u062f\u0643 \u0648\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062a\u062d\u0643\u0645\u0643.<\/p>\n

    – GitHub Issues: \u062a\u0627\u0628\u0639 \u0645\u0634\u0627\u0631\u064a\u0639 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 (\u0645\u062b\u0644 Zephyr RTOS\u060c FreeRTOS) \u0644\u062a\u062a\u0639\u0644\u0645 \u0645\u0646 \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u0622\u062e\u0631\u064a\u0646.<\/p>\n

    \u062e\u0627\u0645\u0633\u0627\u064b: \u0623\u062f\u0648\u0627\u062a \u0648\u0645\u0648\u0627\u0631\u062f \u0645\u062d\u062f\u062b\u0629 \u0644\u0644\u0639\u0635\u0631 \u0627\u0644\u062d\u0627\u0644\u064a <\/strong><\/h3>\n

    – \u0645\u0646\u0635\u0627\u062a TinyML:<\/p>\n

    – Edge Impulse (edgeimpulse.com): \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u062a\u0639\u0644\u0645 \u062d\u062a\u0649 20 \u0633\u0627\u0639\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u064a\u0635\u062f\u0651\u0631 \u0643\u0648\u062f C \u0648 Arduino \u0648 TensorFlow Lite.<\/p>\n

    – Neuton (neuton.ai): \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0635\u063a\u064a\u0631\u0629. \u064a\u062d\u0648\u0644 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0625\u0644\u0649 \u0643\u0648\u062f C \u062e\u0627\u0644\u0635 \u0628\u062f\u0648\u0646 \u0623\u064a \u0645\u0643\u062a\u0628\u0627\u062a \u062e\u0627\u0631\u062c\u064a\u0629.<\/p>\n

    – SensiML (sensiml.com): \u0645\u062a\u062e\u0635\u0635 \u0641\u064a \u0627\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629\u060c \u0644\u0643\u0646 \u0644\u0647 \u0646\u0633\u062e\u0629 \u0645\u062c\u0627\u0646\u064a\u0629 \u0645\u062d\u062f\u0648\u062f\u0629.<\/p>\n

    – \u0645\u062d\u0627\u0643\u064a\u0627\u062a:<\/p>\n

    – Wokwi (wokwi.com): \u064a\u062d\u0627\u0643\u064a \u0623\u0643\u062b\u0631 \u0645\u0646 10 \u0645\u062a\u062d\u0643\u0645\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629. \u064a\u0645\u0643\u0646\u0643 \u0645\u0634\u0627\u0631\u0643\u0629 \u0645\u0634\u0631\u0648\u0639\u0643 \u0628\u0631\u0627\u0628\u0637 \u0648\u0627\u062d\u062f.<\/p>\n

    – Falstad Circuit Simulator (falstad.com\/circuit): \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0627\u0644\u062a\u0646\u0627\u0638\u0631\u064a\u0629 (\u0645\u0642\u0627\u0648\u0645\u0627\u062a\u060c \u0645\u0643\u062b\u0641\u0627\u062a\u060c \u062a\u0631\u0627\u0646\u0632\u0633\u062a\u0648\u0631\u0627\u062a) \u0642\u0628\u0644 \u062a\u0648\u0635\u064a\u0644\u0647\u0627 \u0628\u0627\u0644\u0645\u062a\u062d\u0643\u0645.<\/p>\n

    – \u0645\u0633\u0627\u0639\u062f\u0627\u062a AI \u0644\u0644\u0645\u0647\u0646\u062f\u0633 \u0627\u0644\u0645\u0636\u0645\u0646:<\/p>\n

    – ChatGPT Plus ($20\/\u0634\u0647\u0631): \u0645\u0648\u062f\u064a\u0644 GPT-4 \u0623\u0641\u0636\u0644 \u0628\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0645\u062c\u0627\u0646\u064a \u0641\u064a \u0641\u0647\u0645 \u0627\u0644\u0640 datasheets \u0648\u062a\u0648\u0644\u064a\u062f \u0643\u0648\u062f C \u0627\u0644\u0645\u0639\u0642\u062f.<\/p>\n

    – GitHub Copilot ($10\/\u0634\u0647\u0631 \u0623\u0648 \u0645\u062c\u0627\u0646\u064a \u0644\u0644\u0637\u0644\u0627\u0628): \u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0633\u0631\u064a\u0639 \u0627\u0644\u0643\u062a\u0627\u0628\u0629 \u0627\u0644\u064a\u0648\u0645\u064a\u0629.<\/p>\n

    – Claude 3.5 Sonnet (\u0645\u062c\u0627\u0646\u064a \u0628\u062d\u062f\u0648\u062f): \u0645\u0645\u062a\u0627\u0632 \u0641\u064a \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0623\u0643\u0648\u0627\u062f \u0627\u0644\u0637\u0648\u064a\u0644\u0629 (\u062d\u062a\u0649 100 \u0633\u0637\u0631 \u062f\u0641\u0639\u0629 \u0648\u0627\u062d\u062f\u0629).<\/p>\n

    – \u0644\u0648\u062d\u0627\u062a \u062a\u0637\u0648\u064a\u0631 \u0630\u0643\u064a\u0629 (\u0645\u0648\u0635\u0649 \u0628\u0647\u0627 \u0644\u0644\u0640 <\/strong>TinyML<\/strong>):<\/strong><\/p>\n

    – Arduino Nano 33 BLE Sense (40 \u062f\u0648\u0644\u0627\u0631\u0627\u064b): \u0641\u064a\u0647\u0627 9 \u062d\u0633\u0627\u0633\u0627\u062a \u0645\u062f\u0645\u062c\u0629 (\u0645\u064a\u0643\u0631\u0648\u0641\u0648\u0646\u060c \u062a\u0633\u0627\u0631\u0639\u060c \u062c\u064a\u0631\u0648\u0633\u0643\u0648\u0628\u060c \u0645\u063a\u0646\u0627\u0637\u064a\u0633\u064a\u060c \u0636\u063a\u0637\u060c \u0631\u0637\u0648\u0628\u0629\u060c \u062f\u0631\u062c\u0629 \u062d\u0631\u0627\u0631\u0629\u060c \u0642\u0631\u0628\u060c \u0644\u0648\u0646). \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u062a\u0639\u0644\u0645 TinyML \u0628\u062f\u0648\u0646 \u0634\u0631\u0627\u0621 \u062d\u0633\u0627\u0633\u0627\u062a \u0625\u0636\u0627\u0641\u064a\u0629.<\/p>\n

    – Seeed XIAO BLE Sense (15 \u062f\u0648\u0644\u0627\u0631\u0627\u064b): \u0646\u0641\u0633 \u0627\u0644\u062d\u0633\u0627\u0633\u0627\u062a \u062a\u0642\u0631\u064a\u0628\u0627\u064b \u0648\u0644\u0643\u0646 \u0628\u062d\u062c\u0645 \u0639\u0645\u0644\u0629 \u0645\u0639\u062f\u0646\u064a\u0629 \u0648\u0628\u0633\u0639\u0631 \u0623\u0642\u0644.<\/p>\n

    – ESP32-S3-EYE (25 \u062f\u0648\u0644\u0627\u0631\u0627\u064b): \u0645\u062a\u062d\u0643\u0645 ESP32-S3 \u0645\u0639 \u0643\u0627\u0645\u064a\u0631\u0627 \u0635\u063a\u064a\u0631\u0629 \u0648\u0634\u0627\u0634\u0629. \u0645\u062b\u0627\u0644\u064a \u0644\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0648\u062c\u0648\u0647 \u0623\u0648 \u0627\u0644\u0623\u0634\u064a\u0627\u0621 \u0627\u0644\u0628\u0633\u064a\u0637\u0629.<\/p>\n

    – \u0643\u062a\u0628 \u0648\u0645\u0631\u0627\u062c\u0639 \u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a:<\/strong><\/p>\n

    – “Making Embedded Systems” by Elecia White: \u0643\u062a\u0627\u0628 \u0643\u0644\u0627\u0633\u064a\u0643\u064a\u060c \u0644\u0627 \u064a\u0631\u0643\u0632 \u0639\u0644\u0649 AI \u0644\u0643\u0646\u0647 \u064a\u0628\u0646\u064a \u0627\u0644\u0639\u0642\u0644\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u062d\u0629.<\/p>\n

    – “TinyML” by Pete Warden and Daniel Situnayake (\u0645\u062a\u0627\u062d \u0645\u062c\u0627\u0646\u0627\u064b \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 O’Reilly): \u0627\u0644\u0645\u0631\u062c\u0639 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0644\u0640 TinyML.<\/p>\n

    – “Embedded Systems with ARM Cortex-M” by Joseph Yiu: \u0639\u0645\u064a\u0642 \u062c\u062f\u0627\u064b\u060c \u0644\u0645\u0646 \u064a\u0631\u064a\u062f \u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0627\u0644\u062c \u0646\u0641\u0633\u0647.<\/p>\n

    \u0633\u0627\u062f\u0633\u0627\u064b: \u062e\u0644\u0627\u0635\u0629 \u0627\u0644\u0645\u0633\u0627\u0631 \u0627\u0644\u0639\u0645\u0644\u064a (\u0645\u0631\u062a\u0628\u0629 \u0632\u0645\u0646\u064a\u0627\u064b \u0641\u064a \u0646\u0642\u0627\u0637)<\/strong><\/h3>\n

    – \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 (\u0634\u0647\u0631\u0627\u0646) \u2013 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0628\u062f\u0648\u0646 <\/strong>AI<\/strong>:<\/strong><\/p>\n

    – \u0627\u062f\u0631\u0633 \u0644\u063a\u0629 C \u0645\u0646 \u0643\u062a\u0627\u0628 “The C Programming Language” (K&R) \u0645\u0639 \u062a\u0645\u0627\u0631\u064a\u0646.<\/p>\n

    – \u0627\u0642\u0631\u0623 \u0645\u0642\u062f\u0645\u0629 \u0641\u064a \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a (\u0645\u0642\u0627\u0648\u0645\u0627\u062a\u060c \u0645\u0643\u062b\u0641\u0627\u062a\u060c \u062a\u0631\u0627\u0646\u0632\u0633\u062a\u0648\u0631\u0627\u062a).<\/p>\n

    – \u0627\u0634\u062a\u0631\u064a \u0644\u0648\u062d\u0629 ESP32-C3 \u0648\u062c\u0631\u0628:<\/p>\n

    – \u0625\u0636\u0627\u0621\u0629 LED.<\/p>\n

    – \u0642\u0631\u0627\u0621\u0629 \u0632\u0631 \u0645\u0639 debouncing.<\/p>\n

    – \u0625\u0631\u0633\u0627\u0644 “Hello World” \u0639\u0628\u0631 UART \u0625\u0644\u0649 Serial Monitor.<\/p>\n

    – \u0642\u0631\u0627\u0621\u0629 \u062d\u0633\u0627\u0633 DHT11 \u0648\u0639\u0631\u0636 \u0627\u0644\u0642\u064a\u0645\u0629 \u0639\u0644\u0649 \u0634\u0627\u0634\u0629 \u0635\u063a\u064a\u0631\u0629.<\/p>\n

    – \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629 (\u0634\u0647\u0631) \u2013 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 <\/strong>AI<\/strong> \u0643\u0645\u0633\u0627\u0639\u062f:<\/strong><\/p>\n

    – \u062b\u0628\u062a GitHub Copilot \u0641\u064a VS Code.<\/p>\n

    – \u062d\u0627\u0648\u0644 \u0643\u062a\u0627\u0628\u0629 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u0644\u0643\u0646:<\/p>\n

    – \u0627\u0643\u062a\u0628 \u062a\u0639\u0644\u064a\u0642\u0627\u064b \u0628\u0627\u0644\u0639\u0631\u0628\u064a\u0629 \u0623\u0648 \u0627\u0644\u0625\u0646\u062c\u0644\u064a\u0632\u064a\u0629 \u064a\u0635\u0641 \u0645\u0627 \u062a\u0631\u064a\u062f.<\/p>\n

    – \u0634\u0627\u0647\u062f \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0630\u064a \u064a\u0648\u0644\u062f\u0647 AI.<\/p>\n

    – \u0642\u0627\u0631\u0646\u0647 \u0645\u0639 \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u0630\u064a \u0643\u062a\u0628\u062a\u0647 \u064a\u062f\u0648\u064a\u0627\u064b \u0641\u064a \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0623\u0648\u0644\u0649.<\/p>\n

    – \u0627\u0633\u062a\u062e\u062f\u0645 ChatGPT \u0644\u0634\u0631\u062d \u0623\u064a \u062c\u0632\u0621 \u0641\u064a \u0627\u0644\u0640 datasheet \u0644\u0627 \u062a\u0641\u0647\u0645\u0647.<\/p>\n

    – \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629 (\u0634\u0647\u0631\u064a\u0646) \u2013 \u062f\u062e\u0648\u0644 \u0639\u0627\u0644\u0645 <\/strong>TinyML<\/strong>:<\/strong><\/p>\n

    – \u0623\u0643\u0645\u0644 \u062f\u0648\u0631\u0629 “Introduction to TinyML” \u0627\u0644\u0645\u062c\u0627\u0646\u064a\u0629 \u0639\u0644\u0649 \u0645\u0648\u0642\u0639 Edge Impulse (\u0633\u0627\u0639\u062a\u0627\u0646 \u0641\u064a\u062f\u064a\u0648).<\/p>\n

    – \u0646\u0641\u0651\u0630 \u0645\u0634\u0631\u0648\u0639 “\u0643\u0634\u0641 \u0627\u0644\u062d\u0631\u0643\u0629” (\u0627\u0644\u0630\u064a \u0630\u0643\u0631\u062a\u0647 \u0641\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639 3) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Edge Impulse \u0648ESP32.<\/p>\n

    – \u062c\u0631\u0651\u0628 \u0646\u0641\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0648\u0644\u0643\u0646 \u0639\u0644\u0649 Arduino Nano 33 BLE Sense \u0625\u0630\u0627 \u0627\u0633\u062a\u0637\u0639\u062a.<\/p>\n

    – \u0627\u0642\u0631\u0623 \u0623\u0648\u0644 3 \u0641\u0635\u0648\u0644 \u0645\u0646 \u0643\u062a\u0627\u0628 “TinyML” (Pete Warden).<\/p>\n

    – \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u0631\u0627\u0628\u0639\u0629 (\u0634\u0647\u0631\u0627\u0646) \u2013 \u0645\u0634\u0631\u0648\u0639 \u0645\u062a\u0643\u0627\u0645\u0644 \u0645\u0646 \u0627\u0644\u0635\u0641\u0631:<\/strong><\/p>\n

    – \u0627\u062e\u062a\u0631 \u0645\u0634\u0631\u0648\u0639\u0627\u064b \u0648\u0627\u062d\u062f\u0627\u064b \u0645\u0646 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0623\u0639\u0644\u0627\u0647 (\u0645\u062b\u0644\u0627\u064b “\u062c\u0647\u0627\u0632 \u062a\u0646\u0628\u0624 \u0628\u0623\u0639\u0637\u0627\u0644 \u0645\u062d\u0631\u0643”).<\/p>\n

    – \u0627\u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0628\u0646\u0641\u0633\u0643 (\u0633\u062c\u0644 \u0627\u0647\u062a\u0632\u0627\u0632\u0627\u062a \u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u062a\u0627\u0644\u0641\u0629).<\/p>\n

    – \u062f\u0631\u0651\u0628 \u0646\u0645\u0648\u0630\u062c\u064a\u0646 (DNN \u0648 Decision Tree) \u0648\u0642\u0627\u0631\u0646 \u0628\u064a\u0646\u0647\u0645\u0627 \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u062d\u0643\u0645.<\/p>\n

    – \u0623\u0636\u0641 \u0625\u0631\u0633\u0627\u0644 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0639\u0628\u0631 Bluetooth \u0623\u0648 Wi-Fi \u0625\u0644\u0649 \u0647\u0627\u062a\u0641 \u0623\u0648 \u0643\u0645\u0628\u064a\u0648\u062a\u0631.<\/p>\n

    – \u0648\u062b\u0651\u0642 \u0643\u0644 \u0634\u064a\u0621 \u0639\u0644\u0649 GitHub (\u0627\u0644\u0643\u0648\u062f\u060c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0627\u0644\u0646\u062a\u0627\u0626\u062c).<\/p>\n

    – \u0627\u0644\u0645\u0631\u062d\u0644\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629 (\u0645\u0633\u062a\u0645\u0631\u0629) \u2013 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0648\u0627\u0644\u062a\u062e\u0635\u0635:<\/strong><\/p>\n

    – \u062a\u0639\u0644\u0645 FreeRTOS (\u0646\u0638\u0627\u0645 \u062a\u0634\u063a\u064a\u0644 \u0644\u0644\u0623\u062c\u0647\u0632\u0629 \u0627\u0644\u0645\u062d\u062f\u0648\u062f\u0629): \u062c\u062f\u0627\u0648\u0644\u0629 \u0627\u0644\u0645\u0647\u0627\u0645\u060c semaphores\u060c queues.<\/p>\n

    – \u062a\u0639\u0644\u0645 RISC-V (\u0645\u0639\u0645\u0627\u0631\u064a\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0633\u062a\u0646\u062a\u0634\u0631 \u0642\u0631\u064a\u0628\u0627\u064b): \u0627\u0628\u062f\u0623 \u0628\u0644\u0648\u062d\u0629 Longan Nano.<\/p>\n

    – \u062a\u0639\u0644\u0645 Zephyr RTOS (\u0628\u062f\u064a\u0644 \u062d\u062f\u064a\u062b \u0644\u0640 FreeRTOD\u060c \u064a\u062f\u0639\u0645 AI \u0648\u0645\u0626\u0627\u062a \u0627\u0644\u0645\u062a\u062d\u0643\u0645\u0627\u062a).<\/p>\n

    – \u062a\u0639\u0644\u0645 Rust for embedded (\u0644\u063a\u0629 \u062d\u062f\u064a\u062b\u0629 \u0623\u0643\u062b\u0631 \u0623\u0645\u0627\u0646\u0627\u064b \u0645\u0646 C\u060c \u0645\u062f\u0639\u0648\u0645\u0629 \u0645\u0646 ARM \u0648RISC-V).<\/p>\n

      \n
    • \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a (\u0644\u063a\u0629 <\/strong>C<\/strong>\u060c \u0627\u0644\u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0627\u062a\u060c \u0627\u0644\u0645\u062a\u062d\u0643\u0645\u0627\u062a \u0627\u0644\u062f\u0642\u064a\u0642\u0629\u060c \u0628\u0631\u0648\u062a\u0648\u0643\u0648\u0644\u0627\u062a \u0627\u0644\u062a\u0648\u0627\u0635\u0644)<\/strong><\/li>\n<\/ul>\n

      > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> \u0647\u0630\u0627 \u0627\u0644\u0645\u0642\u0627\u0644 \u0647\u0648 \u062f\u0644\u064a\u0644\/\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628\u064a \u062a\u0642\u0646\u064a\u060c \u064a\u0633\u062a\u0646\u062f \u0625\u0644\u0649 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0647\u0646\u062f\u0633\u064a\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629 (\u0645\u0635\u0627\u062f\u0631 \u0645\u0631\u062c\u0639\u064a\u0629: STMicroelectronics\u060c ARM\u060c Arduino\u060c ESP32).<\/p>\n

        \n
      • TinyML<\/strong> (\u062a\u0634\u063a\u064a\u0644 <\/strong>AI<\/strong> \u0639\u0644\u0649 \u0645\u062a\u062d\u0643\u0645\u0627\u062a \u0645\u062d\u062f\u0648\u062f\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 – <\/strong>Edge Impulse, TensorFlow Lite Micro, CMSIS-NN<\/strong>)<\/strong><\/li>\n<\/ul>\n

        > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> Edge Impulse (\u0645\u0646\u0635\u0629 \u0633\u062d\u0627\u0628\u064a\u0629 \u0644\u0640 TinyML)<\/p>\n

        > Google (TensorFlow Lite Micro)<\/p>\n

        > ARM (CMSIS-NN – Neural Network)<\/p>\n

        > Neuton.ai<\/p>\n

          \n
        • \u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0645\u0633\u0627\u0639\u062f\u0629 (<\/strong>GitHub Copilot, Cursor, ChatGPT Plus, Claude, Perplexity.ai<\/strong>)<\/strong><\/li>\n<\/ul>\n

          > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> GitHub (Copilot – 10)<\/p>\n

          > Cursor (\u0645\u062d\u0631\u0631 \u0642\u0627\u0626\u0645 \u0639\u0644\u0649 VS Code)<\/p>\n

          > OpenAI (ChatGPT Plus)<\/p>\n

          > Anthropic (Claude 3.5 Sonnet)<\/p>\n

          > Perplexity.ai<\/p>\n

            \n
          • \u0627\u0644\u0645\u062d\u0627\u0643\u064a\u0627\u062a (<\/strong>Wokwi, QEMU, Proteus<\/strong>)<\/strong><\/li>\n<\/ul>\n

            > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> Wokwi (wokwi.com)<\/p>\n

            > QEMU (\u0645\u062d\u0627\u0643\u0627\u0629 \u0623\u0646\u0638\u0645\u0629 \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631)<\/p>\n

            > Proteus<\/p>\n

            \u0627\u0644\u0644\u0648\u062d\u0627\u062a \u0627\u0644\u0645\u0648\u0635\u0649 \u0628\u0647\u0627<\/strong> (ESP32-C3, STM32 Black Pill, Seeed XIAO ESP32-S3, Raspberry Pi Pico, Arduino Nano 33 BLE Sense, Seeed XIAO BLE Sense, ESP32-S3-EYE)<\/p>\n

            > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> \u0627\u0644\u0623\u0633\u0639\u0627\u0631 \u0648\u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0646 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0635\u0646\u0639\u0629: Espressif (ESP32)\u060c STMicroelectronics (STM32)\u060c Seeed Studio\u060c Raspberry Pi Foundation\u060c Arduino<\/p>\n

            \u0627\u0644\u0645\u0631\u0627\u062c\u0639 \u0648\u0627\u0644\u0643\u062a\u0628<\/strong> (Making Embedded Systems – Elecia White, TinyML – Pete Warden, Embedded Systems with ARM Cortex-M – Joseph Yiu)<\/p>\n

            > \u0627\u0644\u0645\u0635\u062f\u0631:<\/strong> O’Reilly Media (\u0643\u062a\u0628 \u0648\u0645\u0642\u0627\u0644\u0627\u062a \u062a\u0642\u0646\u064a\u0629)<\/p>\n","protected":false},"excerpt":{"rendered":"

            \u00a0\u0623\u0648\u0644\u0627\u064b: \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0633\u062a\u063a\u0646\u0627\u0621 \u0639\u0646\u0647\u0627 (\u062d\u062a\u0649 \u0645\u0639 \u0623\u0642\u0648\u0649 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a) – \u0625\u062a\u0642\u0627\u0646 \u0644\u063a\u0629 C \u0648\u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062a\u0639\u0644\u0645\u0647\u0627: – \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0644\u0645\u0624\u0634\u0631\u0627\u062a (pointer arithmetic, pointers to functions, double pointers). – \u0641\u0647\u0645 \u0627\u0644\u0640 `struct`\u060c `union`\u060c `enum`\u060c `bitfields` (\u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0630\u0627\u0643\u0631\u0629). – \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 (malloc\/free \u0645\u0645\u0646\u0648\u0639 \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0636\u0645\u0646\u0629\u060c \u0633\u062a\u0633\u062a\u062e\u062f\u0645 static allocation \u0641\u0642\u0637). – […]<\/p>\n","protected":false},"author":5,"featured_media":27065,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[871],"tags":[],"membersfde":[],"class_list":{"0":"post-27064","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-871"},"acf":[],"yoast_head":"\n30. Embedded Systems (\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629) \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628 \u0639\u0645\u0644\u064a) - \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/arab-digital-economy.org\/?p=27064\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"30. Embedded Systems (\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629) \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628 \u0639\u0645\u0644\u064a) - \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a\" \/>\n<meta property=\"og:description\" content=\"\u00a0\u0623\u0648\u0644\u0627\u064b: \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0633\u062a\u063a\u0646\u0627\u0621 \u0639\u0646\u0647\u0627 (\u062d\u062a\u0649 \u0645\u0639 \u0623\u0642\u0648\u0649 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a) – \u0625\u062a\u0642\u0627\u0646 \u0644\u063a\u0629 C \u0648\u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062a\u0639\u0644\u0645\u0647\u0627: – \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0644\u0645\u0624\u0634\u0631\u0627\u062a (pointer arithmetic, pointers to functions, double pointers). – \u0641\u0647\u0645 \u0627\u0644\u0640 `struct`\u060c `union`\u060c `enum`\u060c `bitfields` (\u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0630\u0627\u0643\u0631\u0629). – \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 (malloc\/free \u0645\u0645\u0646\u0648\u0639 \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0636\u0645\u0646\u0629\u060c \u0633\u062a\u0633\u062a\u062e\u062f\u0645 static allocation \u0641\u0642\u0637). – […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/arab-digital-economy.org\/?p=27064\" \/>\n<meta property=\"og:site_name\" content=\"\u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-13T10:30:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/arab-digital-economy.org\/wp-content\/uploads\/2026\/05\/Embedded-Systems-\u0627\u0644\u0623\u0646\u0638\u0645\u0629-\u0627\u0644\u0645\u062f\u0645\u062c\u0629-\u0628\u064a\u0646-\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a-\u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629-\u0648\u0623\u062f\u0648\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0627\u0644\u062d\u062f\u064a\u062b\u0629-\u0645\u0633\u0627\u0631-\u062a\u062f\u0631\u064a\u0628-\u0639\u0645\u0644\u064a.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"667\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"arabfde\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629\" \/>\n\t<meta name=\"twitter:data1\" content=\"arabfde\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631\" \/>\n\t<meta name=\"twitter:data2\" content=\"16 \u062f\u0642\u064a\u0642\u0629\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/arab-digital-economy.org\\\/?p=27064#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/arab-digital-economy.org\\\/?p=27064\"},\"author\":{\"name\":\"arabfde\",\"@id\":\"https:\\\/\\\/arab-digital-economy.org\\\/#\\\/schema\\\/person\\\/f23ea2ccb598053d5c211a78093f6816\"},\"headline\":\"30. 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Embedded Systems (\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629) \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628 \u0639\u0645\u0644\u064a) - \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/arab-digital-economy.org\/?p=27064","og_locale":"ar_AR","og_type":"article","og_title":"30. Embedded Systems (\u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u062f\u0645\u062c\u0629) \u0628\u064a\u0646 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629 \u0648\u0623\u062f\u0648\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u062d\u062f\u064a\u062b\u0629 (\u0645\u0633\u0627\u0631 \u062a\u062f\u0631\u064a\u0628 \u0639\u0645\u0644\u064a) - \u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a","og_description":"\u00a0\u0623\u0648\u0644\u0627\u064b: \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u0644\u0627 \u064a\u0645\u0643\u0646 \u0627\u0644\u0627\u0633\u062a\u063a\u0646\u0627\u0621 \u0639\u0646\u0647\u0627 (\u062d\u062a\u0649 \u0645\u0639 \u0623\u0642\u0648\u0649 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a) – \u0625\u062a\u0642\u0627\u0646 \u0644\u063a\u0629 C \u0648\u0644\u064a\u0633 \u0645\u062c\u0631\u062f \u062a\u0639\u0644\u0645\u0647\u0627: – \u0641\u0647\u0645 \u0639\u0645\u064a\u0642 \u0644\u0644\u0645\u0624\u0634\u0631\u0627\u062a (pointer arithmetic, pointers to functions, double pointers). – \u0641\u0647\u0645 \u0627\u0644\u0640 `struct`\u060c `union`\u060c `enum`\u060c `bitfields` (\u0636\u0631\u0648\u0631\u064a \u0644\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0630\u0627\u0643\u0631\u0629). – \u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0630\u0627\u0643\u0631\u0629 \u0627\u0644\u064a\u062f\u0648\u064a\u0629 (malloc\/free \u0645\u0645\u0646\u0648\u0639 \u0641\u064a \u0645\u0639\u0638\u0645 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0636\u0645\u0646\u0629\u060c \u0633\u062a\u0633\u062a\u062e\u062f\u0645 static allocation \u0641\u0642\u0637). – […]","og_url":"https:\/\/arab-digital-economy.org\/?p=27064","og_site_name":"\u0627\u0644\u0627\u062a\u062d\u0627\u062f \u0627\u0644\u0639\u0631\u0628\u064a \u0644\u0644\u0627\u0642\u062a\u0635\u0627\u062f \u0627\u0644\u0631\u0642\u0645\u064a","article_published_time":"2026-05-13T10:30:32+00:00","og_image":[{"width":1000,"height":667,"url":"https:\/\/arab-digital-economy.org\/wp-content\/uploads\/2026\/05\/Embedded-Systems-\u0627\u0644\u0623\u0646\u0638\u0645\u0629-\u0627\u0644\u0645\u062f\u0645\u062c\u0629-\u0628\u064a\u0646-\u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0627\u062a-\u0627\u0644\u0643\u0644\u0627\u0633\u064a\u0643\u064a\u0629-\u0648\u0623\u062f\u0648\u0627\u062a-\u0627\u0644\u0630\u0643\u0627\u0621-\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a-\u0627\u0644\u062d\u062f\u064a\u062b\u0629-\u0645\u0633\u0627\u0631-\u062a\u062f\u0631\u064a\u0628-\u0639\u0645\u0644\u064a.jpg","type":"image\/jpeg"}],"author":"arabfde","twitter_card":"summary_large_image","twitter_misc":{"\u0643\u064f\u062a\u0628 \u0628\u0648\u0627\u0633\u0637\u0629":"arabfde","\u0648\u0642\u062a \u0627\u0644\u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0645\u064f\u0642\u062f\u0651\u0631":"16 \u062f\u0642\u064a\u0642\u0629"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/arab-digital-economy.org\/?p=27064#article","isPartOf":{"@id":"https:\/\/arab-digital-economy.org\/?p=27064"},"author":{"name":"arabfde","@id":"https:\/\/arab-digital-economy.org\/#\/schema\/person\/f23ea2ccb598053d5c211a78093f6816"},"headline":"30. 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