A Comparison of Extended Kalman Filter, Sigma-Point Kalman Filter, and Particle Filter in GPS/INS Sensor Fusion

[1]  Rudolph van der Merwe,et al.  Sigma-Point Kalman Filters for Nonlinear Estimation and Sensor-Fusion: Applications to Integrated Navigation , 2004 .

[2]  Marcello R. Napolitano,et al.  Advanced Research Integrated Avionics (ARIA) System for Fault-Tolerant Flight Research , 2009 .

[3]  J.L. Crassidis,et al.  Sigma-point Kalman filtering for integrated GPS and inertial navigation , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[4]  Jeffrey K. Uhlmann,et al.  Unscented filtering and nonlinear estimation , 2004, Proceedings of the IEEE.

[5]  G. Campa,et al.  Comparison of Different Neural Augmentations for the Fault Tolerant Control Laws of the WVU YF-22 Model Aircraft , 2006, 2006 14th Mediterranean Conference on Control and Automation.

[6]  N. Gordon,et al.  Novel approach to nonlinear/non-Gaussian Bayesian state estimation , 1993 .

[7]  Marcello R. Napolitano,et al.  Design and flight-testing of non-linear formation control laws , 2007 .

[8]  Brad Seanor,et al.  Integrated Avionics System for Research UAVs , 2008 .

[9]  Dah-Jing Jwo,et al.  Neural Network Aided Adaptive Extended Kalman Filtering Approach for DGPS Positioning , 2004, Journal of Navigation.

[10]  D. Gingras,et al.  Comparison between the unscented Kalman filter and the extended Kalman filter for the position estimation module of an integrated navigation information system , 2004, IEEE Intelligent Vehicles Symposium, 2004.

[11]  Jeffrey K. Uhlmann,et al.  New extension of the Kalman filter to nonlinear systems , 1997, Defense, Security, and Sensing.

[12]  Q. Wang,et al.  Fuzzy adaptive Kalman filtering for INS/GPS data fusion , 1999 .

[13]  Kirtland Afb,et al.  Comparison of the Extended and Unscented Kalman Filters for Angles Based Relative Navigation , 2008 .

[14]  H. Carvalho,et al.  Optimal nonlinear filtering in GPS/INS integration , 1997, IEEE Transactions on Aerospace and Electronic Systems.

[15]  Marcello R. Napolitano,et al.  Design and Flight Testing Evaluation of Formation Control Laws , 2006, IEEE Transactions on Control Systems Technology.

[16]  P.M. Djuric,et al.  An improved regularized particle filter for GPS/INS integration , 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..