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P. R. Lal

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Conference Jul 2026

SmartGate: TinyML Occupancy Classifcation using 24 GHz FMCW Radar Gate Vectors on ESP32

This paper introduces SmartGate, a full-stack edge AI system for classification of indoor room occupancy using labeled energy feature vectors extracted from a low-cost HLKLD2410C 24 GHz FMCW radar sensor module. Since common techniques for occupancy measurement are RGB cameras, passive IR motion detectors, or high-cost...

N. Krishnan, Priyamvada Manoj, P. R. Lal · 0 citations

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