IOT QURILMALARI UCHUN TARMOQ PROTOKOLLARINING SAMARADORLIGINI TAHLIL QILISH VA SUN’IY INTELEKT BILAN INTEGRATSIYALASH
Keywords:
IoT (Internet of Things), network protocols, MQTT, CoAP, HTTP, artificial intelligence, SI integration, network latency, energy efficiency, throughput, smart systems, sensor networks, IoT architecture, data transmission, adaptive control.Abstract
This article analyzes the effectiveness of network protocols used for IoT (Internet of Things) devices and explores the possibilities of their integration with artificial intelligence (AI) technologies. The study evaluates the performance characteristics of the main protocols such as MQTT, CoAP and HTTP, network latency, energy consumption and throughput based on mathematical models. It also considers approaches to using artificial intelligence algorithms to optimize data flow in IoT systems. The results of the study show that by using adaptive control based on AI, it is possible to increase network efficiency, reduce latency and optimize energy consumption. The results obtained in the article are important for the development of smart cities, industrial IoT systems and real-time monitoring systems.
