Affiliation:
1. Xi’an Research Institute of High Technology
Abstract
As for the SLAM/DR/MEMS integrated navigation system of mobile robot constructed on the self-made SaecROB-H mobile robot, there exist mutant faults which are likely to occur, such as environment feature recognition error and data association error during mobile robot SLAM procedure, or dead reckoning failure caused by wheel slipping and so on. According to these mutant faults, mutant fault detecting and fault-tolerant filtering method was presented in this paper based on finite memory on-line prediction. At last, simulation was carried out and the results show that the method can improve the stability of mobile robot integrated navigation efficiently.
Publisher
Trans Tech Publications, Ltd.
Reference6 articles.
1. Willsky A S, Bello M G, Castanon D A, levy B C, Vefghese G C. Combining and Updating of Local Estimates and Regional Maps Along Sets of One-Dimensional Tracks[J]. IEEE Trans on Automatic Control, 1982, AC-27(4): 799-813.
2. Bierman G J, Belzer M R. A Decentralized Square Root Information Filter/Smoother[C]. Proceeding of NAECON, Dayton, OH, 1987: 1448~1456.
3. Kerr T H. Decentralized Filtering and Redundancy Management for Multisensor Navigation[J]. IEEE Trans. On Automatic Control, 1985, AC-30.
4. Calson N A. Federated Filter for Fault-tolerant Integrated Navigation Systems[C]. Procceding of IEEE PLANS'88, Orlando, FL 1988: 110~119.
5. Parker L E. ALLIANCE: an architecture for fault tolerant multi-robot cooperation[J]. IEEE Transactions on Robotics and Automation, 1998. 14 (2): 220-240.
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1 articles.
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