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自動運転・ACCarXiv:2510.03300

自動運転車における適応型クルーズコントロール:課題、ギャップ、包括的レビューと将来展望

Adaptive Cruise Control in Autonomous Vehicles: Challenges, Gaps, Comprehensive Review, and, Future Directions

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自動運転車の適応型クルーズコントロール(ACC)に関する既存研究の課題とギャップを体系的に整理し、次世代ACC設計のための将来方向を提案したレビュー論文。

著者: Shradha Bavalatti, Yash Kangralkar, Santosh Pattar, Veena P Badiger

分類: eess.SY, cs.RO, cs.SY

原文アブストラクト

The development of Autonomous Vehicles (AVs) has redefined the way of transportation by eliminating the need for human intervention in driving. This revolution is fueled by rapid advancements in adaptive cruise control (ACC), which make AVs capable of interpreting their surroundings and responding intelligently. While AVs offer significant advantages, such as enhanced safety and improved traffic efficiency, they also face several challenges that need to be addressed. Existing survey papers often lack a comprehensive analysis of these challenges and their potential solutions. Our paper stands out by meticulously identifying these gaps in current ACC research and offering impactful future directions to guide researchers in designing next-generation ACC systems. Our survey provides a detailed and systematic review, addressing the limitations of previous studies and proposing innovative approaches to achieve sustainable and fault-resilient urban transportation.