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Volumn 218, Issue 1, 2004, Pages 53-69

A fuzzy Kalman filter optimized using a multi-objective genetic algorithm for enhanced autonomous underwater vehicle navigation

Author keywords

Autonomous underwater vehicles; Extended Kalman filters; Fuzzy logic; Kalman filters; Multiobjective genetic algorithm; Navigation; Sensor fusion

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; GLOBAL POSITIONING SYSTEM; MATHEMATICAL MODELS; OPTIMIZATION; UNDERWATER EQUIPMENT; AIR NAVIGATION; AUTONOMOUS UNDERWATER VEHICLES; DATA INTEGRATION; EXTENDED KALMAN FILTERS; FUZZY FILTERS; FUZZY INFERENCE; FUZZY LOGIC; GENETIC ALGORITHMS; HEURISTIC METHODS; INERTIAL NAVIGATION SYSTEMS; KALMAN FILTERS; MEMBERSHIP FUNCTIONS; NAVIGATION; TRACKING (POSITION); VEHICLES;

EID: 24644453076     PISSN: 14750902     EISSN: None     Source Type: Journal    
DOI: 10.1243/147509004774048578     Document Type: Article
Times cited : (8)

References (24)
  • 1
    • 85006913326 scopus 로고    scopus 로고
    • Review of multisensor data fusion techniques and their application to autonomous underwater vehicle navigation
    • Loebis, D., Sutton, R. and Chudley, J. Review of multisensor data fusion techniques and their application to autonomous underwater vehicle navigation. J. Mar. Engng Technol., 2002, A1, 3-14.
    • (2002) J. Mar. Engng Technol. , vol.A1 , pp. 3-14
    • Loebis, D.1    Sutton, R.2    Chudley, J.3
  • 2
    • 0014764781 scopus 로고
    • On the identification of variances and adaptive Kalman filtering
    • Mehra, R. K. On the identification of variances and adaptive Kalman filtering. IEEE Trans. Autom. Control, 1970, AC-15(2), 175-184.
    • (1970) IEEE Trans. Autom. Control , vol.AC-15 , Issue.2 , pp. 175-184
    • Mehra, R.K.1
  • 3
    • 0015009019 scopus 로고
    • On-line identification of linear dynamic systems with applications to Kalman filtering
    • Mehra, R. K. On-line identification of linear dynamic systems with applications to Kalman filtering. IEEE Trans. Autom. Control, 1971, AC-16(1), 12-21.
    • (1971) IEEE Trans. Autom. Control , vol.AC-16 , Issue.1 , pp. 12-21
    • Mehra, R.K.1
  • 4
    • 0015200686 scopus 로고
    • Divergence of the Kalman filter
    • Fitzgerald, R. J. Divergence of the Kalman filter. IEEE Trans. Autom. Control, 1971, AC-16(6), 736-747.
    • (1971) IEEE Trans. Autom. Control , vol.AC-16 , Issue.6 , pp. 736-747
    • Fitzgerald, R.J.1
  • 5
    • 84939007907 scopus 로고
    • An innovations approach to least-squares estimation, Part. I: Linear filtering in additive noise
    • Kailath, T. An innovations approach to least-squares estimation, Part. I: linear filtering in additive noise. IEEE Trans. Autom. Control, 1968, AC-13(6), 646-655.
    • (1968) IEEE Trans. Autom. Control , vol.AC-13 , Issue.6 , pp. 646-655
    • Kailath, T.1
  • 6
    • 84941526864 scopus 로고
    • An innovations approach to least-aquares estimation, Part. II: Linear smoothing in additive white noise
    • Kailath, T. An innovations approach to least-aquares estimation, Part. II: linear smoothing in additive white noise. IEEE Trans. Autom. Control, 1968, AC-13(6), 655-660.
    • (1968) IEEE Trans. Autom. Control , vol.AC-13 , Issue.6 , pp. 655-660
    • Kailath, T.1
  • 7
    • 0014701042 scopus 로고
    • The innovations approach to detection and estimation theory
    • Kailath, T. The innovations approach to detection and estimation theory. IEEE Proc., 1970, 58(5), 680-695.
    • (1970) IEEE Proc. , vol.58 , Issue.5 , pp. 680-695
    • Kailath, T.1
  • 8
    • 84927778194 scopus 로고
    • Optimal adaptive estimation of sampled stochastic processes
    • Magill, D. T. Optimal adaptive estimation of sampled stochastic processes. IEEE Trans. Autom. Control, 1965, AC-10(4), 434-439.
    • (1965) IEEE Trans. Autom. Control , vol.AC-10 , Issue.4 , pp. 434-439
    • Magill, D.T.1
  • 9
    • 0033738583 scopus 로고    scopus 로고
    • Multiple-model adaptive estimation using a residual correlation Kalman filter bank
    • Hanlon, P. D. and Maybeck, P. S. Multiple-model adaptive estimation using a residual correlation Kalman filter bank. IEEE Trans. Aerospace and Electronic Systems, 2000, 36(2), 393-406.
    • (2000) IEEE Trans. Aerospace and Electronic Systems , vol.36 , Issue.2 , pp. 393-406
    • Hanlon, P.D.1    Maybeck, P.S.2
  • 11
    • 0006699326 scopus 로고    scopus 로고
    • On the combination of fuzzy logic and evolutionary computation: A short review and bibliography
    • (Ed. W. Pedrycz), (Kluwer Academic, Dordrecht, The Netherlands)
    • Cordon, O., Herrera, F. and Lozano, M. On the combination of fuzzy logic and evolutionary computation: a short review and bibliography. In Fuzzy Evolutionary Computation (Ed. W. Pedrycz), 1998, pp. 57-77 (Kluwer Academic, Dordrecht, The Netherlands).
    • (1998) Fuzzy Evolutionary Computation , pp. 57-77
    • Cordon, O.1    Herrera, F.2    Lozano, M.3
  • 12
    • 0032095656 scopus 로고    scopus 로고
    • Accurate differential global positioning system via fuzzy logic Kalman filter sensor fusion technique
    • Kobayashi, K., Cheok, K. C., Watanabe, K. and Muneka, F. Accurate differential global positioning system via fuzzy logic Kalman filter sensor fusion technique. IEEE Trans. Ind. Electronics, 1998, 45(3), 510-518.
    • (1998) IEEE Trans. Ind. Electronics , vol.45 , Issue.3 , pp. 510-518
    • Kobayashi, K.1    Cheok, K.C.2    Watanabe, K.3    Muneka, F.4
  • 13
    • 0032675484 scopus 로고    scopus 로고
    • Localization of a wheeled mobile robot by sensor data fusion based on a fuzzy logic adapted Kalman filter
    • Jetto, L., Longhi, S. and Vitali, D. Localization of a wheeled mobile robot by sensor data fusion based on a fuzzy logic adapted Kalman filter. Control Eng. Practice, 1999, 7, 763-771.
    • (1999) Control Eng. Practice , vol.7 , pp. 763-771
    • Jetto, L.1    Longhi, S.2    Vitali, D.3
  • 15
    • 0032825170 scopus 로고    scopus 로고
    • Adaptive Kalman filtering for INS/GPS
    • Mohamed, A. H. and Schwarz, K. P. Adaptive Kalman filtering for INS/GPS. J. Geodesy, 1999, 73, 193-203.
    • (1999) J. Geodesy , vol.73 , pp. 193-203
    • Mohamed, A.H.1    Schwarz, K.P.2
  • 18
    • 0031701082 scopus 로고    scopus 로고
    • Multiobjective optimisation and multiple constraint handling with evolutionary algorithms. I. A unified formulation
    • Fonseca, C. M. and Fleming, P. J. Multiobjective optimisation and multiple constraint handling with evolutionary algorithms. I. A unified formulation. IEEE Trans. Systems, Man and Cybernetics, 1998, A(28), 26-37.
    • (1998) IEEE Trans. Systems, Man and Cybernetics , vol.A , Issue.28 , pp. 26-37
    • Fonseca, C.M.1    Fleming, P.J.2
  • 20
    • 0002284602 scopus 로고
    • An investigation of niche and species formation in genetic optimization
    • (Ed. J. D. Schaffer), Arlington, VA, USA
    • Deb, K. and Goldberg, D. E. An investigation of niche and species formation in genetic optimization. In Proceedings of the 3rd International Conference on Genetic Algorithms (Ed. J. D. Schaffer), 1989, Arlington, VA, USA, pp. 42-50.
    • (1989) Proceedings of the 3rd International Conference on Genetic Algorithms , pp. 42-50
    • Deb, K.1    Goldberg, D.E.2
  • 24
    • 0035493190 scopus 로고    scopus 로고
    • Enhancement of the inertial navigation system for the morpheus autonomous underwater vehicle
    • Grenon, G., An, P. E., Smith, S. M. and Healey, A. J. Enhancement of the Inertial Navigation System for the Morpheus autonomous underwater vehicle. IEEE J. Oceanic Engng, 2001, 26(4), 548-560.
    • (2001) IEEE J. Oceanic Engng , vol.26 , Issue.4 , pp. 548-560
    • Grenon, G.1    An, P.E.2    Smith, S.M.3    Healey, A.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.