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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. · 0 citations
Open access Aug 2026

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

The proposed model's ability to provide accurate short-term predictions while maintaining computational efficiency represents a significant advancement in traffic management strategies for developing urban ecosystems and underscores the efficacy of data-driven decision support systems in optimizing urban mobility and r...

Sreejith Karunakaran, S. Mathi, Preeja Pradeep · 0 citations

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