STOCHASTIC SIMULATION BAYESIAN-APPROACH TO MULTITARGET TRACKING

被引：56

作者：

AVITZOUR, D

机构：

[1] ELTA Electronics Industries, Ashdod

来源：

IEE PROCEEDINGS-RADAR SONAR AND NAVIGATION | 1995年 / 142卷 / 02期

关键词：

ALGORITHMS; BAYESIAN APPROACH; MULTITARGET TRACKING; PROBABILITY; STOCHASTIC SIMULATION;

D O I：

10.1049/ip-rsn:19951757

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

A stochastic simulation Bayesian method for multitarget tracking is developed. This method uses a random sample in state space to represent the posterior state estimate distribution. The method is illustrated by simulations involving one target in dense clutter. Comparison with nearest-neighbours and probabilistic data association shows the superiority of the proposed method.

引用

页码：41 / 44

页数：4

共 8 条

[1] Bar-Shalom Y., 1987, TRACKING DATA ASS
[2] A MONTE-CARLO APPROACH TO NONNORMAL AND NONLINEAR STATE-SPACE MODELING
CARLIN, BP
POLSON, NG
STOFFER, DS
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1992, 87 (418) : 493 - 500
[3] NOVEL-APPROACH TO NONLINEAR NON-GAUSSIAN BAYESIAN STATE ESTIMATION
GORDON, NJ
SALMOND, DJ
SMITH, AFM
[J]. IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1993, 140 (02) : 107 - 113
[4] IMPROVED MULTITARGET TRACKING IN CLUTTER BY PDA SMOOTHING
MAHALANABIS, AK
ZHOU, B
BOSE, NK
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1990, 26 (01) : 113 - 121
[5] MULLER P, 1991, CONT MATH, V115, P145
[6] PAO LY, 1993, P AIAA C GUIDANCE NA, V1, P28
[7] DIFFUSION ANALYSIS OF TRACK LOSS IN CLUTTER
ROGERS, SR
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1991, 27 (02) : 380 - 387
[8] BAYESIAN STATISTICS WITHOUT TEARS - A SAMPLING RESAMPLING PERSPECTIVE
SMITH, AFM
GELFAND, AE
[J]. AMERICAN STATISTICIAN, 1992, 46 (02) : 84 - 88

← 1 →