Online Global Query Planning for Dynamic Road Networks

Siyi Zhang, Xiaoxi Cui, Yurong Cheng, Ye Yuan, Guoren Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

With the development of vehicle navigation systems, path planning has become more and more popular in people's daily life. Existing smart transportation platforms aim to plan for a single query and make lots of vehicles drive onto the same road, which will inevitably cause potential traffic congestion. In this paper, we advance the Online Global Planning (OGP), which calculates a global optimal plan for all the queries that arrive dynamically on the platform to avoid potential traffic congestion, considering the real-time traffic condition. We put forward a Planning optimization Online Global Planning (PO-OGP) method. It takes a group of vehicles on the same and adjacent roads into account, and optimizes the planning results according to the potential influence among different vehicles. Extensive experiments verify the effectiveness and efficiency of our algorithm.

源语言英语
主期刊名Proceedings of 2022 8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022
编辑Fuji Ren, Witold Pedrycz, Zhiquan Luo, Dan Yang, Tianrui Li, Mengqi Zhou, Weining Wang, Aijing Li, Dandan Dandan, Liu Yaru Zou, Yanna Liu
出版商Institute of Electrical and Electronics Engineers Inc.
666-670
页数5
ISBN(电子版)9781665477352
DOI
出版状态已出版 - 2022
活动8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022 - Chengdu, 中国
期限: 26 11月 202228 11月 2022

出版系列

姓名Proceedings of 2022 8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022

会议

会议8th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2022
国家/地区中国
Chengdu
时期26/11/2228/11/22

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