雷达目标角度跟踪环路滤波器设计新方法

蒋兵兵; 盛卫星; 张仁李; 韩玉兵

doi:10.11999/JEIT150389

雷达目标角度跟踪环路滤波器设计新方法

doi: 10.11999/JEIT150389

基金项目:

国家自然科学基金(61401207)

计量
- 文章访问数: 1841
- HTML全文浏览量: 142
- PDF下载量: 812
- 被引次数: 0
出版历程
- 收稿日期: 2015-04-02
- 修回日期: 2015-07-08
- 刊出日期: 2015-12-19

A Novel Design Method of Radar Target Angle Tracking Loop Filter

Funds:

The National Natural Science Foundation of China (61401207)

摘要

摘要: 角度跟踪环路在机载雷达对目标的距离、速度、角度3维联合跟踪中起着至关重要的作用。该文分析指出传统采用卡尔曼滤波算法形成角度跟踪环路对机动目标角度进行跟踪时跟踪精度低，角跟踪误差收敛速度慢的缺点，提出弯曲度检测跟踪环路滤波器(Bend Degree Tracking Loop Filter, BDTLF)设计方法，其利用弯曲度检测角度曲线拐点，自适应地调节环路滤波器环路等效噪声带宽，并以此来控制角度跟踪环路。此算法加快了角跟踪误差的收敛速度，减轻了拐点处的角度滤波扰动，保持了滤波性能的连续性。计算机仿真结果验证了该文方法相比于卡尔曼滤波算法、粒子滤波算法、-- 滤波算法及恒定系数环路滤波器方法，对弱机动目标角度跟踪具有更加出色的性能。
- 角度跟踪 /
- 弱机动目标 /
- 环路滤波器 /
- 拐点检测
Abstract: The angle tracking loop in airborne radar facing to a maneuvering target plays a vital role in the joint 3D-tracking of range, velocity and angle. This paper analyses the disadvantage of the conventional Kalman filter algorithm employed to track a maneuvering targets angle, which are a low tracking precision and a slow convergence rate of angle tracking error. In order to solve these problems, a novel angle tracking algorithm called Bend Degree Tracking Loop Filter (BDTLF) is put forward to detect the corners in targets angle curve by bend degree detection and adjust the loop noise bandwidth adaptively to control angle tracking loop. The proposed algorithm accelerates the convergence rate in angle tracking loop, lightens the filtering disturbance around targets angle curve corners, and keeps the continuity of filtering performance. The computer simulation results demonstrate that compared with the angle tracking loop using Kalman filtering algorithm, particle filtering algorithm,-- filtering algorithm or a constant coefficient loop filter, this novel method has a more satisfying performance in angle tracking of weakly maneuvering targets.
- Angle tracking /
- Weakly maneuvering target /
- Loop filter /
- Corner detection

HTML全文

参考文献(25)

任波, 闫向远. 纯角度跟踪非线性预测滤波算法研究[J]. 弹箭与制导学报, 2014, 34(2): 6-8.

Ren Bo and Yan Xiang-yuan. Bearing-only tracking nonlinear prediction filter algorithm research[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2014, 34(2): 6-8.

Al-Emadi N, Ben-Brahim L, and Benammar M. A new tracking technique for mechanical angle measurement[J]. Measurement, 2014, 54(8): 5864.

赵严冰, 陈正宁. 单脉冲雷达导引头角度跟踪环路半实物仿真[J]. 现代防御技术, 2014, 42(6): 146-152.

Zhao Yan-bing and Chen Zheng-ning. Hardware-in-loop simulation of angle tracking loop for monopulse radar seeker[J]. Modern Defense Technology, 2014, 42(6): 146-152.

孙迎丰, 刘旭东, 张磊, 等. 基于目标几何中心的高分辨雷达角跟踪方法[J]. 中国电子科学研究院学报, 2014, 18(2): 194-198.

Sun Ying-feng, Liu Xu-dong, Zhang Lei, et al.. Angular tracking method based on the geometric center of target in high resolution radar[J]. Journal of CAEIT, 2014, 18(2): 194-198.

朱莹, 王金广, 高其娜, 等. 噪声干扰下雷达角度跟踪时滞伺服系统仿真[J]. 系统仿真学报, 2014, 26(8): 1814-1819.

Zhu Ying, Wang Jin-guang, Gao Qi-na, et al.. Noise jam on angle tracking radar delay servo system simulation[J].Journal of System Simulation, 2014, 26(8): 1814-1819.

郭宁, 吕俊伟, 邓江生. 光电跟踪系统纯角度滤波器的设计[J]. 光学精密工程, 2013, 21(7): 1818-1824.

Guo Ning, L Jun-wei, and Deng Jiang-sheng. Design of filter only by angle information in opto-electronic tracking system[J]. Optics and Precision Engineering, 2013, 21(7): 1818-1824.

倪震明, 陈长海, 刘俊. 防空导弹导引头建模与仿真[J]. 现代电子技术, 2012, 35(17): 25-29.

Ni Zhen-ming, Chen Chang-hai, and Liu Jun. Modeling and simulation of air-defense missile seeker[J]. Modern Electronics Technique, 2012, 35(17): 25-29.

Hou S Y, Hung H S, and Kao T S. Extended Kalman particle filter angle tracking (EKPF-AT) algorithm for tracking multiple targets[C]. 2010 IEEE International Conference on System Science and Engineering (ICSSE), Taipei, 2010: 216-220.

Zhang G, Liang J, Zhao H, et al.. Sequential Monte Carlo implementation for infrared/radar maneuvering target tracking[C]. The WCICA 2006 IEEE Sixth World Congress on Intelligent Control and Automation, Dalian, 2006: 5066-5069.

Blanding W R, Koch W, and Nickel U. Adaptive phased- array tracking in ECM using negative information[J]. IEEE Transactions on Aerospace and Electronic Systems, 2009, 45(1): 152-166.

Seifer A D. Monopulse-radar angle tracking in noise or noise jamming[J]. IEEE Transactions on Aerospace and Electronic Systems, 1992, 28(3): 622-638.

Sword C K, Simaan M, and Kamen E W. Multiple target angle tracking using sensor array outputs[J]. IEEE Transactions on Aerospace and Electronic Systems, 1990, 26(2): 367-373.

徐景硕, 秦永元, 顾冬晴. 控制 Kalman 滤波器发散的方法研究[J]. 弹箭与制导学报, 2004, 24(1): 249-252.

Xu Jing-shuo, Qin Yong-yuan, and Gu Dong-qing. Research on schemes for restraining Kalman filter divergence[J]. Journal of Projectiles, Rockets, Missiles and Guidance, 2004, 24(1): 249-252.

刘宏伟, 张守宏. 平面阵线性约束自适应单脉冲测角算法[J]. 电子与信息学报, 2001, 23(3): 275-279.

Liu Hong-wei and Zhang Shou-hong. Linearly constrained adaptive monopulse estimation algorithm for planar array[J]. Journal of Electronics Information Technology, 2001, 23(3): 275-279.

Chung B, Chien C, Samueli H, et al.. Performance analysis of an all-digital BPSK direct-sequence spread-spectrum IF receiver architecture[J]. IEEE Journal on Selected Areas in Communications, 1993, 11(7): 1096-1107.

廖文志, 皮佑国. 基于双重弯曲度积的图像拐点检测术[J]. 华南理工大学学报(自然科学版), 2010, 38(2): 132-136.

Liao Wen-zhi and Pi You-guo. Corner detection of image based on product of two bending degrees[J]. Journal of South China University of Technology (Natural Science Edition), 2010, 38(2): 132-136.

施引文献

资源附件(0)

访问统计