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未知环境中地图创建的一种改进算法 被引量:5

Modified Algorithm for Map Building in Unknown Environment
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摘要 基于栅格的地图创建是概率模型:工作环境被划分成栅格,每一个栅格赋一个值,标志栅格中有障碍物的概率。在研究中发现它存在一些问题,如把移动缓慢的物体作为路标。为了解决这些问题,通过引入临时局部栅格法(TLOG),给出了改进算法。 The map building of grid-based is probabilistic model: the work environment is decomposed into grids and every grid takes up a value,which indicates the probability of an obstacle in grids. Some problems are found in this study. For example,mobile object of slowly is made landmark. In order to solve these problems a modified algorithm via combining Temporal Local Occupancy Grids (TLOG) method is presented.
作者 贺伟 梁昔明
出处 《自动化与仪表》 2005年第3期5-7,共3页 Automation & Instrumentation
基金 国家自然科学基金重点项目(60234030)
关键词 临时局部栅格法 地图创建 未知环境 路标类型识别 TLOG map building unknown environment type of landmark recognise
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参考文献4

  • 1Elfes A. Using occupancy grids for mobile robot perception and navigation[J].Computer, 1989,22(6): 46-57.
  • 2Wang C C,Thorpe C,Thrun S. Online Simultaneous Localization and Mapping with Detection and Tracking of Moving Objects:Theory and Results from a Ground Vehicle in Crowded Urban Areas[A].Proceedings of the International Conference on Robotics and Automation (ICRA)[C].2003: 842-849.
  • 3Hahnel D,Triebel R,Burgard W,Thrun S. Map Building with Mobile Robots in Dynamic Environments [A].Proceedings of the International Conference on Robotics and Automation (ICRA)[C].2003: 557-1563.
  • 4Denis Wolf, Gaurav S. Sukhatme Online Simultaneous Localization and Mapping in Dynamic Environments [A].Proceedings of the International Conference on Robotics and Automation (ICRA)[C].2004.

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