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Adaptive and Reconfigurable Data Fusion Architectures in Vehicle Positioning Navigation Systems
Technical Paper
2007-01-1108
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
In positioning navigation systems, at any time, any of the sensors can break down or stop sending information, temporarily or permanently. To ensure a practical solution for use in guidance and navigation systems, faulty sensors must be detected and isolated such that their erroneous data will not corrupt the global position estimates. It is well known that Kalman filter is usually being used for data fusion applications. An interesting novel alternative is to use it for fault detection architecture as well. This paper describes the research conducted to evaluate the potential of combining fault detection and data fusion into a single architecture to make a robust positioning navigation system.
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Citation
Liu, G. and Gingras, D., "Adaptive and Reconfigurable Data Fusion Architectures in Vehicle Positioning Navigation Systems," SAE Technical Paper 2007-01-1108, 2007, https://doi.org/10.4271/2007-01-1108.Also In
References
- Farrell Jay Barth Matthew The Global Positioning System and Inertial Navigation McGraw-Hill 1999
- Kronander Jon Robust Automotive Positioning: Integration of GPS and Relative Motion Sensors December 2004
- Hashimoto Masafumi Kawashima Hiroyuki Nakagami Takashi Oba Fuminori Sensor Fault detection and Identification in Dead-Reckoning System of Mobile Robot: Interacting Multiple Model Approach Proceedings of the 2001 IEEE/RSJ International Conference on Intelligent Robot and Systems, Mani Hawaii USA Oct. 29 Nov. 03 2001
- Magrabi S.M. Gibbens P.W. Decentralized Fault Detection and Diagnosis in Navigation Systems for Unmanned Aerial Vehicles IEEE Position Location and Navigation Symposium San Diego 2000
- Thomas W.Lezniak Richard W.Lewis Robert A.Mcmillen A Dead Reckoning/Map Correlation System for Automatic Vehicle Tracking IEEE Transactions on Vehicular Technology 26 1 February 1977
- Zhao Yilin 1997 Vehicle Location and Navigation Systems Norwood, Artech House 345
- Patton R. Frank P. Clarck R. Fault Diagnosis in Dynamic System Theory and Applications Prentice Hall 1989
- Pouliezos A. D. Stavrakakis G.S. Real Time Fault Monitoring of Industrial Processes Kluwer Academic Publishers 1994
- Isermann R. Fault-Diagnosis Systems: An Introduction From Fault Detection To Fault Tolerance Springer Verlag 2005
- Tubb Christopher Omerdic Edin Fault Detection and Handling IMPROVES technical report FD 001(n) 8th October 2001