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  • 标题:Robot navigation behaviors based on omnidirectional vision and information theory
  • 其他标题:Robot navigation behaviors based on omnidirectional vision and information theory
  • 作者:Boyan Bonev ; Miguel Ángel Cazorla Quevedo ; Francisco Escolano Ruiz
  • 期刊名称:Journal of Physical Agents
  • 印刷版ISSN:1888-0258
  • 出版年度:2007
  • 卷号:1
  • 期号:1
  • 页码:27-35
  • DOI:10.14198/JoPha.2007.1.1.04
  • 语种:English
  • 出版社:Red de Agentes Fisicos
  • 摘要:In this work we present a reactive autonomous robot navigation system based only on omnidirectional vision. It does not rely on any prior knowledge about the environment apart from assuming a structured one, like indoor corridors or outdoor avenues. The direction of the corridor is estimated from the entropy analysis of a 1-D omnidirectional image. The 2-D omnidirectional image is analyzed for obstacle avoidance and for keeping a safety distance from the borders of the corridor. Both methods are non-metric and no 3-D information is needed. The system performs well with different resolutions and the catadioptric sensor needs no calibration. We present results from indoor and outdoor experiments.
  • 关键词:Omnidirectional vision; Autonomous robot navigation; Entropy
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