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摘要:
In this article, the authors propose an efficient algorithm for finding a risk-averse path for use in autonomous vehicle navigation systems. When no dynamic traffic information is available, a risk-averse path can be found by a constrained A* search. The accuracy of navigation on the basis of static network data is improved by taking travel-time uncertainty into account. When dynamic traffic information in the form of broadcast traffic messages is available, rerouting is achieved by a constrained A* search, which takes congestion propagation into account. By making use of information computed at the start of the trip, the authors propose a responsive version of the constrained A* search, which reduces the on-demand response time. An experimental performance analysis of the proposed methods on grid graphs demonstrates their efficiency.
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来源 :
JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS
ISSN: 1547-2450
年份: 2010
期: 3
卷: 14
页码: 188-196
3 . 6 0 0
JCR@2022
ESI学科: ENGINEERING;
JCR分区:2
中科院分区:4