Author

S. Mathi

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Open access 2026

Edge-Intelligent Wearable IoT for Real-Time Stress Monitoring and Indoor Localization: A TinyML-Enabled Adaptive RPL Approach

An edge-intelligent wearable IoT system that integrates photoplethysmography-based sensing, edge machine learning (TinyML), adaptive networking based on the Routing Protocol for Low-Power and Lossy Networks (RPL), and zone-aware indoor tracking is proposed, representing a validated proof-of-concept toward preventive he...

Hariprasath Madhalingam, Naganathan Meyyappan Ramesh, Aadhil Ahamed Jaffarullah et al. · IEEE Access · 0 citations

Open access Aug 2026

CLEAR: congestion-level estimation and adaptive routing for Indian urban traffic

Urban traffic congestion in India poses significant economic and environmental challenges, necessitating early detection for effective management. This study presents a novel approach to real-time congestion prediction, addressing the need for a mechanism that can adapt to India's diverse traffic patterns while minimiz...

Sreejith Karunakaran, S. Mathi, Preeja Pradeep · Bulletin of Electrical Engin... · 0 citations