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  • 标题:Experimental Verification of a Walking Robot Self-Localization System with the Kinect Sensor
  • 本地全文:下载
  • 作者:Michał Nowicki ; Piotr Skrzypczyński
  • 期刊名称:Journal of Automation, Mobile Robotics & Intelligent Systems (JAMRIS)
  • 印刷版ISSN:1897-8649
  • 电子版ISSN:2080-2145
  • 出版年度:2013
  • 卷号:7
  • 期号:4
  • 页码:42
  • DOI:10.14313/JAMRIS_4-2013/43
  • 出版社:Industrial Research Inst. for Automation and Measurements, Warsaw
  • 摘要:�n this paper we inves�gate methods �or sel�-locali�a�ono� a walking robot with the �inect �� ac�ve range sensor.The �tera�ve �losest �oint (���) algorithm is consideredas the basis �or the computa�on o� the robot rota-�on and transla�on between two viewpoints. As an alterna�ve,a �eature-based method �or matching o� �� rangedata is considered, using the Normal Aligned Radial Feature(NARF) descriptors. Then, it is shown that NARFs canbe used to compute a good ini�al es�mate �or the ��� algorithm,resul�ng in convergent es�ma�on o� the sensoregomo�on. ��perimental results are provided.
  • 关键词:�� percep�on; salient �eatures; itera�ve closest;point; visual odometry; walking robot
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