Title :
LRF-based data processing algorithm for map building of mobile robot
Author :
Jia, Songmin ; Yang, Hao ; Li, Xiuzhi ; Fu, Wei
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
As we all know that, it is vital to process environment data in map building of mobile robot. This paper presented two algorithms of map building using LRF for an indoor service mobile robot. Then we find their advantages and disadvantages, and the scope of application by comparing them in model and experiment in order to utilize effectively in practice. Experiments in indoor environment prove that the algorithms can meet the demand of map building in environment with different complexity. Hence, we can select appropriate map building algorithm for different practical environment where mobile robot moves. This paper also introduces the architecture of the proposed system and gives some experimental results.
Keywords :
laser ranging; mobile robots; robot vision; service robots; LRF based data processing algorithm; indoor service mobile robot; laser range finder; map building; Apertures; Data processing; Exponential distribution; Hardware; High-resolution imaging; MIMO; Mobile robots; Phased arrays; Radar imaging; Sampling methods; Data processing; LRF; map building; mobile robot;
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
DOI :
10.1109/ICINFA.2010.5512015