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The literature review focuses on optimizing traffic flow for traffic signal systems. The authors have traced the evolution of traffic signal control systems from the 12th century, both in theory and in real-world applications. They have also explored how technological advancements have been utilized to enhance traffic systems with limited resources. Over the last twenty years, the widespread use of AI and ML has significantly advanced the prediction and control of traffic signals.

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Optimizing Traffic Flow in Traffic Signal Controlling System with AI ML

  • 会议论文

  • 发表日期：

    2025年

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  • Anushka Poshattiwar,
  • Anushri Adapawar,
  • Tanvi Bandebuche,
  • Gopal Kumar Gupta,
  • Ankita M. Avthankar,
  • Akanksha Sahu

摘要

The literature review focuses on optimizing traffic flow for traffic signal systems. The authors have traced the evolution of traffic signal control systems from the 12th century, both in theory and in real-world applications. They have also explored how technological advancements have been utilized to enhance traffic systems with limited resources. Over the last twenty years, the widespread use of AI and ML has significantly advanced the prediction and control of traffic signals.