Author

K. A. Kumari

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Open access Sep 2026

A Privacy-Preserving TinyML-Driven IoT Edge Architecture for Low-Latency Smart Sensing and Autonomous AI-Based Control

Results show that the proposed architecture is a scalable, privacy-aware, and energy-efficient solution for real-time autonomous IoT control of smart environments with limited resources.

P. Kannan, K. A. Kumari, Punith Kumar et al. · Chips · 0 citations