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author:

Wu, Zheng (Wu, Zheng.) [1] | Chen, Yanjie (Chen, Yanjie.) [2] | Liang, Jinglin (Liang, Jinglin.) [3] | He, Bingwei (He, Bingwei.) [4] | Wang, Yaonan (Wang, Yaonan.) [5]

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EI

Abstract:

This article introduces a secure tunnel fast marching tree motion planning algorithm (ST-FMT*) to provide a secure and optimal path quickly for a mobile robot. The proposed ST-FMT∗ consists of preprocessing and exploring procedures, which are responsible for establishing a secure tunnel and optimizing the path, respectively. In the preprocessing process, the generalized Voronoi graph is adopted to build an equidistant roadmap and generates an initial collision-free solution rapidly. Then, a secure tunnel is established via the minimum distance from the obstacles to the initial solution to facilitate the concentration of sampling. In the exploration process, the FMT∗ with uniform sampling within the secure tunnel is utilized to find the optimal solution with high computational efficiency. The theoretical analyses of the ST-FMT∗ are provided. In a series of scenarios evaluation, the ST-FMT∗ exhibits fast convergence to the optimal solution in different environments. Besides, the effectiveness of the ST-FMT∗ is verified in a transportation experiment using a Turtlebot2 mobile robot. © 1982-2012 IEEE.

Keyword:

Computational efficiency Mobile robots Motion planning Optimal systems Robot programming Trees (mathematics)

Community:

  • [ 1 ] [Wu, Zheng]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 2 ] [Chen, Yanjie]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 3 ] [Chen, Yanjie]National Engineering Laboratory for Robot Visual Perception and Control Technology, Hunan, 410082, China
  • [ 4 ] [Liang, Jinglin]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 5 ] [He, Bingwei]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou; 350108, China
  • [ 6 ] [Wang, Yaonan]College of Electrical and Information Engineering, Hunan University, Hunan, 410082, China
  • [ 7 ] [Wang, Yaonan]National Engineering Laboratory for Robot Visual Perception and Control Technology, Hunan, 410082, China

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Source :

IEEE Transactions on Industrial Electronics

ISSN: 0278-0046

Year: 2022

Issue: 4

Volume: 69

Page: 3854-3864

7 . 7

JCR@2022

7 . 5 0 0

JCR@2023

ESI HC Threshold:66

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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