Optimized Data Fusion in an Intelligent Integrated GPS/INS System Using Genetic Algorithm
References:
[1] D. J. C. MacKay, Information theory, inference and learning algorithms,
U.K., Cambridge Univ. Press, 2003.
[2] J. A. Farrel and M. Barth, The global positioning system and inertial
navigation, New York: McGraw-Hill, 1999.
[3] J. Shing and R. Shang, "ANFIS : adaptive-network-based fuzzy
inference system," IEEE Trans. Systems, Man and Cybernetics, vol. 23,
no. 3, pp. 665-685, May 1993.
[4] P. D. Stroud, "Kalman-Extended genetic algorithm for search in
nonstationary environments with noisy fitness evaluations," IEEE Trans.
Evolutionary Computation, vol. 5, no. 1, pp. 66-77, February 2001.
[5] T. Geisler and T.W. Manikas, "Autonomous robot navigation system
using a novel value encoded genetic algorithm," In Proc. 45th IEEE Int.
Midwest Symp. on Circuits and Systems, 2002, p. 45-48.
[6] D. Loebis, R. Sutton and J. Chudley, "A fuzzy kalman filter optimized
using a genetic algorithm for accurate navigation of an autonomous
underwater vehicle," In Proc. MCMC2003 Conf., September 17-19,
Girona, Spain, pp. 19-24.
[7] S. J. Simske, "Navigation using hybrid genetic programming : initial
conditions and state transitions," HP intelligent enterprise Tech. Lab.,
Tech. Rep., Palo Alto, March 2003.
[8] S. Luke and L. Spector, "A revised comparison of crossover and
mutation in genetic programming," In Proc. 3th Annu. Genetic
Programming Conf. (GP98). San Fransisco: Morgan Kaufmann, 1998,
pp. 208-213.
[9] A. Hiliuta, R. Jr. Landry and F. Gagnon, "Fuzzy correction in a GPS/INS
hybrid navigation system," IEEE Trans. Aerospace and Electronic
Systems, vol. 40, no. 2, pp. 591-600, April 2004.
[10] J. H. Wang and Y. Gao, "Evaluating the accuracy of GPS positions
under severe signal-degradation using adaptive-network-based fuzzy
inference systems (ANFIS)," presented at the 50th CASI Annu. General
meeting and Conf., Canadian Aeronautics and Space Inst., Montréal,
Quebec, Canada, April 28 - 30, 2003.
[11] D. Mc. N. Mayhew, "Multi-rate sensor fusion for GPS navigation using
kalman filtering," M.S. thesis, Dept. Elect. Eng., Virginia Polytech. Inst.
and State Univ., Virginia, USA, 1999.
[12] X. He, Y. Chen and H.B.Iz, "A reduced-order model for integrated
GPS/INS," IEEE AES Systems Magazine, pp. 40-45, MARCH 1998.
[13] B. Azimi-Sadjadi, "Approximate nonlinear filtering with applications to
navigation," Ph.D. dissertation, Dept. Elect. Eng., Maryland Univ.,
College Park, 2001.