OTHER
Solving Optimal Path Planning Problem of an Intelligent Mobile Robot in Dynamic Environment Using Bidirectional Rapidly-exploring Random Tree Star-Dynamic Window Approach (BRRT*-DWA) with Adaptive Monte Carlo Localization (AMCL)
Wubshet Ayalew, Muluken Menebo, Lebsework Negash, Chala Merga Abdissa
- 发表年份
- 2023
- 引用次数
- 7
摘要
<p>To solve the problem of path planning in unknown dynamic environment, this paper proposes BRRT*-DWA algorithm with Adaptive Monte Carlo Localization. Bidirectional Rapidly-exploring Random Tree Star(BRRT*) is used to generate an optimal global path plan, Dynamic Window Approach(DWA) is a local planner and Adaptive Monte Carlo Localization(AMCL) is used as a localization technique.</p>
关键词
Monte Carlo methodComputer sciencePath (computing)Motion planningTree (set theory)Window (computing)Mathematical optimizationPlannerMonte Carlo tree searchArtificial intelligence
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