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[会议论文]

Frontier-based Exploration on Continuous Radial Basis Function Neural Network Map

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作者:

Hou, Yuansong (Hou, Yuansong.) | Ruan, Xiaogang (Ruan, Xiaogang.) | Zhu, Xiaoqing (Zhu, Xiaoqing.) | 展开

收录:

CPCI-S

摘要:

We present a frontier-driven autonomous robotic exploration method on a continuous representation of environment. The approach utilizes radial basis function neural network to build continuous occupancy grid map. Parametric frontiers are calculated directly by gradient field of occupancy probability distribution, which clear show division between free and unexplored space. Besides, the resulting frontiers provide a measure of quality automatically. Simulation is present to show the performance of the proposed technique.

关键词:

Radial Basis Function Neural Network Frontier-Based Exploration Mobile Robot

作者机构:

  • [ 1 ] [Hou, Yuansong]Beijing Univ Technol, Coll Elect & Control Engn, Beijing 100028, Peoples R China
  • [ 2 ] [Ruan, Xiaogang]Beijing Univ Technol, Coll Elect & Control Engn, Beijing 100028, Peoples R China
  • [ 3 ] [Zhu, Xiaoqing]Beijing Univ Technol, Coll Elect & Control Engn, Beijing 100028, Peoples R China
  • [ 4 ] [Li, Cheng]Beijing Univ Technol, Coll Elect & Control Engn, Beijing 100028, Peoples R China

通讯作者信息:

  • [Zhu, Xiaoqing]Beijing Univ Technol, Coll Elect & Control Engn, Beijing 100028, Peoples R China

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相关文章:

来源 :

2018 37TH CHINESE CONTROL CONFERENCE (CCC)

ISSN: 2161-2927

年份: 2018

页码: 5534-5538

语种: 英文

被引次数:

WoS核心集被引频次: 1

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