Embedded Systems
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Framework for Edge AI and intelligent IoT with emphasis EEE integration, lightweight ML, communication, security, and deployment monitoring
Abstract: Edge Artificial Intelligence (Edge AI) brings machine learning inference and, in selected cases, learning close to the sensors and devices that generate data. When combined with the Internet of Things (IoT), it creates intelligent connected systems that can sense, interpret, decide, and act without depending continuously on a remote cloud. This review presents a practical framework for Edge AI and intelligent IoT with emphasis on electrical and electronics integration, lightweight …
Published in Recent Trends in Electronics Communication Systems · Vol. 13, Issue 3, 2026 Read article
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An Ultra-Low Latency Embedded sEMG-Based Intelligent Control System for Wireless Assistive Wheelchair Navigation Using ESP- NOW Protocol
Abstract: This research provides an ultra-low-latency intelligent control framework for wireless assistive wheelchair movement through single-channel surface electromyography (sEMG) and the ESP-NOW communication technology. The framework presented incorporates sEMG acquisition, simple real-time signal processing, determinable decision logic, and wireless communication for controlling the devices using inexpensive ESP32/ESP8266 microcontrollers. It also allows a system to function as an effective interface between a person and a machine suffering from severe motor disability. The …
Published in Recent Trends in Sensor Research & Technology · Vol. 13, Issue 3, 2026 Read article
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WasteXpert: An Intelligent Autonomous Waste Detection and Segregation Robot Using Deep Learning and Embedded Systems
Abstract: Waste management and segregation have become a critical issue in the contemporary urban setting, which requires smart and automatic methods. The paper introduces an autonomous waste detection and segregation system, WasteXpert, built on a Raspberry Pi that leverages computer vision and sensor-based classification algorithms. The proposed system utilizes a four-wheel robotic platform with a mechanism for collecting and moving waste, which is a robotic arm. At the same time, a …
Published in International Journal of Sustainability · Vol. 3, Issue 2, 2026 · pp. 16–27 Read article
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Design, Development, and Performance Analysis of an Intelligent IoT-Based Home Automation System
Abstract: Without a doubt, the incorporation of Internet of Things (IoT) technology into what used to be traditional homes has turned them into smart houses. Appliances are controlled and monitored in the distance. With a security of 99.9% it is unproblematic to break in these terminals and your energy synchronously may go down two points any time fifty times." "Home automation systems allow automatic control of electrical appliances, environmental conditions and …
Published in International Journal of Advanced Control and System Engineering · Vol. 4, Issue 1, 2026 · pp. 23–30 Read article