1. Multi-ultrasonic-sensor grid map building based on D-S evidence theory
- Author
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Cao Hongyu, Zheng Yili, Sun Hanxu, and Jia Qingxuan
- Subjects
Engineering ,Robot kinematics ,business.industry ,Process (computing) ,Mobile robot ,Sensor fusion ,computer.software_genre ,Automation ,Grid reference ,Computer vision ,Motion planning ,Artificial intelligence ,Data mining ,business ,computer ,Reflection mapping - Abstract
A method of constructing and maintaining a grid map using ultrasonic sensors based on Dempster-Shafer evidence theory (D-S evidence theory) is proposed with respect to the problem of unstructured unknown environment exploration and mapping. Mobile robot moving in an environment explores with ultrasonic sensors; D-S evidence theory is used to fuse information; The problem that D-S evidence theory can't be applied to information fusion under certain circumstances and the matter that D-S evidence theory have counter-intuitive behaviors in some cases are discussed; An approximate process algorithm is advanced to avoid above problems; Finally, a two-dimensional grid map is built. Application result shows that this method is appropriate for unstructured unknown environment mapping.
- Published
- 2009
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