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A two-level path planning method for on-road autonomous driving

  • Xi'an Jiaotong University

科研成果: 书/报告/会议事项章节会议稿件同行评审

43 引用 (Scopus)

摘要

We present a real-time path planning method for on-road autonomous driving. This method utilizes a two-level hierarchy consisting of on-road behavior planning and online path generating to achieve feasible paths for autonomous vehicle in dynamic on-road environment which is characterized by lots of structured information and flat terrain. An on-road behavior planning technique is used to transform the uncertain path planning problem into several determined sub-ones. Then, the online path planning algorithm is applied to solve these sub-problems. This method contains three major components: anytime behavioral replanning, online path planning and mitigation strategy for time lag due to an agent system with asynchronous multi-sensor. We evaluate the proposed method on the KUAFU-1, an autonomous vehicle prototype modified by ourselves. Experimental results show that the proposed method can successfully provide real-time feasible paths in various on-road traffic sceneries.

源语言英语
主期刊名Proceedings - 2012 International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012
661-664
页数4
DOI
出版状态已出版 - 2012
活动2nd International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012 - Sanya, Hainan, 中国
期限: 6 1月 20127 1月 2012

出版系列

姓名Proceedings - 2012 International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012

会议

会议2nd International Conference on Intelligent Systems Design and Engineering Applications, ISDEA 2012
国家/地区中国
Sanya, Hainan
时期6/01/127/01/12

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