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Shamshad Ahmed Khan

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#reinforcement learning Book Sep 2026

IoT-ML for Smart City Traffic Management and Dynamic Routing

Urban areas face severe traffic congestion, pollution, and economic losses from rising populations and vehicle density. Traditional fixed-timing controls fail under dynamic conditions. IoT-ML integration enables smart city dynamic routing. IoT sensors, GPS, and connected vehicles provide real-time traffic data. ML tech...

Shamshad Ahmed Khan, Faiz Ahmed Khan, Ram Om Sai Chethana · 0 citations