A general model-based filter initialization approach for linear and nonlinear dynamic systems

[1]  S.S. Blackman,et al.  Multiple hypothesis tracking for multiple target tracking , 2004, IEEE Aerospace and Electronic Systems Magazine.

[2]  Carlos H. Muravchik,et al.  Posterior Cramer-Rao bounds for discrete-time nonlinear filtering , 1998, IEEE Trans. Signal Process..

[3]  Yaakov Bar-Shalom,et al.  Decorrelated unbiased converted measurement Kalman filter , 2014, IEEE Transactions on Aerospace and Electronic Systems.

[4]  Yan Liang,et al.  Route-Based Dynamics Modeling and Tracking With Application to Air Traffic Surveillance , 2020, IEEE Transactions on Intelligent Transportation Systems.

[5]  Gongjian Zhou,et al.  Statically Fused Converted Measurement Kalman Filters for Phased-Array Radars , 2018, IEEE Transactions on Aerospace and Electronic Systems.

[6]  F. W. Cathey,et al.  The iterated Kalman filter update as a Gauss-Newton method , 1993, IEEE Trans. Autom. Control..

[7]  R. Fitzgerald.  Divergence of the Kalman filter , 1971 .

[8]  Aurobinda Routray,et al.  Improved Estimation of Kinematic State of Reentry Ballistic Targets with Modeling of Colored and Nonstationary Seeker Noise , 2012, IEEE Transactions on Aerospace and Electronic Systems.

[9]  P. J. Costa.  Adaptive model architecture and extended Kalman-Bucy filters , 1994 .

[10]  Thiagalingam Kirubarajan,et al.  State Estimation With Trajectory Shape Constraints Using Pseudomeasurements , 2019, IEEE Transactions on Aerospace and Electronic Systems.

[11]  Taek Lyul Song,et al.  Track Initialization: Prior Target Velocity and Acceleration Moments , 2013, IEEE Transactions on Aerospace and Electronic Systems.

[12]  Xin Zhang,et al.  Dynamic Cramer-Rao bound for target tracking in clutter , 2005, IEEE Transactions on Aerospace and Electronic Systems.

[13]  Cornelius Leondes,et al.  Statistically Linearized Estimation of Reentry Trajectories , 1981, IEEE Transactions on Aerospace and Electronic Systems.

[14]  Taek Lyul Song,et al.  Iterative joint integrated probabilistic data association filter for multiple-detection multiple-target tracking , 2018, Digit. Signal Process..

[15]  Yaakov Bar-Shalom,et al.  Tracking with debiased consistent converted measurements versus EKF , 1993 .

[16]  Mahendra Mallick,et al.  Comparison of Single-point and Two-point Difference Track Initiation Algorithms Using Position Measurements , 2008 .

[17]  X. Rong Li,et al.  Practical Measures and Test for Credibility of an Estimator , 2001 .

[18]  Edward W. Kamen,et al.  New nonlinear iterated filter with applications to target tracking , 1995, Optics & Photonics.

[19]  A. Farina,et al.  Tracking a ballistic target: comparison of several nonlinear filters , 2002 .

[20]  Qian Zhang,et al.  Gaussian mixture presentation of measurements for long-range radar tracking , 2016, Digit. Signal Process..

[21]  David Frederic Crouse.  Single-Point Bistatic Track Initialization Using Doppler in 3D , 2018, 2018 21st International Conference on Information Fusion (FUSION).

[22]  Sanjeev Arulampalam,et al.  Comparison of nonlinear filtering algorithms in ground moving target indicator (GMTI) tracking , 2003, SPIE Optics + Photonics.

[23]  Jang Gyu Lee,et al.  Design of a practical tracking algorithm with radar measurements , 1998 .

[24]  H. Heffes.  The effect of erroneous models on the Kalman filter response , 1966 .

[25]  R. Mehra.  A comparison of several nonlinear filters for reentry vehicle tracking , 1971 .

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

[27]  Mark R. Morelande,et al.  An improved single-point track initiation using GMTI measurements , 2015, IEEE Transactions on Aerospace and Electronic Systems.

[28]  Y. Bar-Shalom,et al.  Unbiased converted measurements for tracking , 1998 .

[29]  R. Wishner,et al.  Suboptimal state estimation for continuous-time nonlinear systems from discrete noisy measurements , 1968 .

[30]  Yaakov Bar-Shalom,et al.  Design of an interacting multiple model algorithm for air traffic control tracking , 1993, IEEE Trans. Control. Syst. Technol..

[31]  Rudolph van der Merwe,et al.  The unscented Kalman filter for nonlinear estimation , 2000, Proceedings of the IEEE 2000 Adaptive Systems for Signal Processing, Communications, and Control Symposium (Cat. No.00EX373).

[32]  Chen He,et al.  Optimal initialization of linear recursive filters , 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

[33]  T. Kirubarajan,et al.  Track segment association, fine-step IMM and initialization with Doppler for improved track performance , 2004, IEEE Transactions on Aerospace and Electronic Systems.

[34]  Simon J. Julier,et al.  The scaled unscented transformation , 2002, Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301).

[35]  T. T. Soong,et al.  On A Priori Statistics in Minimum-Variance Estimation Problems , 1965 .

[36]  Chongzhao Han,et al.  Comments on "Unbiased converted measurements for tracking" , 2004 .

[37]  X. R. Li,et al.  Survey of maneuvering target tracking. Part I. Dynamic models , 2003 .