Applying Quaternion-based Unscented Particle Filter on INS/GPS with Field Experiments

[1]  Xiaoji Niu,et al.  Performance Comparison of the Extended and the Unscented Kalman Filter for Integrated GPS and MEMS-Based Inertial Systems , 2005 .

[2]  Rui Hirokawa,et al.  A Low-Cost Tightly Coupled GPS/INS for Small UAVs Augmented with Multiple GPS Antennas , 2009 .

[3]  Eun-Hwan Shin,et al.  Unscented Kalman Filter and Attitude Errors of Low-Cost Inertial Navigation Systems , 2007 .

[4]  Richard A. Brown,et al.  Introduction to random signals and applied kalman filtering (3rd ed , 2012 .

[5]  Chris Rizos,et al.  Sigma-Point Kalman Filtering for Tightly Coupled GPS/INS Integration , 2008 .

[6]  Jan Wendel,et al.  A Performance Comparison of Tightly Coupled GPS/INS Navigation Systems based on Extended and Sigma Point Kalman Filters , 2005 .

[7]  Hugh F. Durrant-Whyte,et al.  A new method for the nonlinear transformation of means and covariances in filters and estimators , 2000, IEEE Trans. Autom. Control..

[8]  Fredrik Gustafsson,et al.  Particle filters for positioning, navigation, and tracking , 2002, IEEE Trans. Signal Process..

[9]  Otmar Loffeld,et al.  Sequential Processing of Integrated Measurements in Tightly-coupled INS/GPS Integrated Navigation System , 2010 .

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

[11]  Yudan Yi,et al.  On improving the accuracy and reliability of GPS/INS-based direct sensor georeferencing , 2007 .

[12]  Otmar Loffeld,et al.  Development and Investigation of Real-time Hybrid Navigation System Using a DCM Based Integration Method , 2010 .

[13]  Dorota A. Grejner-Brzezinska,et al.  Tightly-coupled GPS/INS Integration Using Unscented Kalman Filter and Particle Filter , 2006 .

[14]  Hugh F. Durrant-Whyte,et al.  A high integrity IMU/GPS navigation loop for autonomous land vehicle applications , 1999, IEEE Trans. Robotics Autom..

[15]  Peter S. Maybeck,et al.  Stochastic Models, Estimation And Control , 2012 .

[16]  Dah-Jing Jwo,et al.  Unscented Kalman filter with nonlinear dynamic process modeling for GPS navigation , 2008 .

[17]  Jay A. Farrell,et al.  Aided Navigation: GPS with High Rate Sensors , 2008 .

[18]  Otmar Loffeld,et al.  Tightly-coupled INS/GPS using Quaternion-based Unscented Kalman filter , 2011 .

[19]  Neil J. Gordon,et al.  A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking , 2002, IEEE Trans. Signal Process..

[20]  Branko Ristic,et al.  Beyond the Kalman Filter: Particle Filters for Tracking Applications , 2004 .

[21]  Priyanka Aggarwal Hybrid Extended Particle Filter (HEPF) for INS/GPS Integrated System , 2008 .

[22]  Rudolph van der Merwe,et al.  Sigma-Point Kalman Filters for Integrated Navigation , 2004 .

[23]  Wei Gao,et al.  Sigma-Point Kalman Filtering for tightly-coupled GPS/INS , 2008, 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop.

[24]  Petar M. Djuric,et al.  Gaussian particle filtering , 2003, IEEE Trans. Signal Process..

[25]  John L. Crassidis Sigma-point Kalman filtering for integrated GPS and inertial navigation , 2006 .

[26]  E. J. Lefferts,et al.  Kalman Filtering for Spacecraft Attitude Estimation , 1982 .

[27]  Nando de Freitas,et al.  The Unscented Particle Filter , 2000, NIPS.

[28]  January,et al.  A Tutorial on Bayesian Estimation and Tracking Techniques Applicable to Nonlinear and Non-Gaussian Processes , 2005 .

[29]  Eun-Hwan Shin A Quaternion-Based Unscented Kalman Filter for the Integration of GPS and MEMS INS , 2004 .

[30]  Jeffrey K. Uhlmann,et al.  A consistent, debiased method for converting between polar and Cartesian coordinate systems , 1997 .

[31]  Chris Rizos,et al.  Comparison of the Extended and Sigma-point Kalman Filters on Inertial Sensor Bias Estimation Through Tight Integration of GPS and INS , 2006 .

[32]  I. Bar-Itzhack,et al.  Attitude Determination from Vector Observations: Quaternion Estimation , 1985, IEEE Transactions on Aerospace and Electronic Systems.

[33]  Angelo M. Sabatini,et al.  Quaternion-based extended Kalman filter for determining orientation by inertial and magnetic sensing , 2006, IEEE Transactions on Biomedical Engineering.