2 publications
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Published Subscription Review Article
Smart Street Lighting Enabled by Wireless Sensor Networks: A Path to Energy Efficiency and Fault MonitoringBy Aparna M. Bagde, Shubhangi Pasalkar, Nishanti Naidu
Abstract: The increasing demand for energy efficiency and smart city infrastructure has led to the adoption of innovative technologies such as wireless sensor networks (WSNs) in street lighting systems. This research explores the design and implementation of a smart street lighting system (SSLS) integrated with WSNs to enhance energy efficiency and enable real-time fault detection. The proposed system utilizes a network of wireless sensors to monitor ambient light levels, vehicular movement, …
Published in International Journal of Wireless Security and Networks · Vol. 3, Issue 1, 2025 · pp. 24–38 Read article →
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Published Subscription Review Article
Signal Feature Extraction and Machine Learning Techniques for Human Activity RecognitionBy Aparna M. Bagde, Madhavi N. Jadhav, Suvarna A. Pathak
Abstract: Human Activity Recognition (HAR) has emerged as a critical field of study with diverse applications in healthcare, fitness tracking, smart homes, and human-computer interaction. The aim of this research is to create an efficient HAR system through advanced techniques characterized by signal feature extraction and machine learning algorithms. The MEMS sensors are used appropriately during data mining to extract time-domain, frequency-domain, and statistical features, which are subsequently passed to the …
Published in Journal of Mobile Computing, Communications & Mobile Networks · Vol. 12, Issue 1, 2025 · pp. 24–41 Read article →