A Dynamic Traffic Light Control Algorithm to Mitigate Traffic Congestion in Metropolitan Areas
Bharathi Ramesh Kumar,
Narayanan Kumaran,
Jayavelu Udaya Prakash
et al.
Abstract:This paper proposes a convolutional neural network (CNN) model of the signal distribution control algorithm (SDCA) to maximize the dynamic vehicular traffic signal flow for each junction phase. The aim of the proposed algorithm is to determine the reward value and new state. It deconstructs the routing components of the current multi-directional queuing system (MDQS) architecture to identify optimal policies for every traffic scenario. Initially, the state value is divided into a function value and a parameter… Show more
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