AN ADAPTIVE CUBATURE KALMAN FILTER ALGORITHM FOR PASSIVE LOCATION

被引：3

作者：

Peng Haojie ^{[1
]}

Zhang Jie ^{[2
]}

Shi Weisheng ^{[2
]}

机构：

[1] Northwest Polytech Univ, Sch Aeronaut, Xian 710000, Peoples R China

[2] Chengdu Aircraft Design & Res Inst, Chengdu 610000, Peoples R China

来源：

2020 17TH INTERNATIONAL COMPUTER CONFERENCE ON WAVELET ACTIVE MEDIA TECHNOLOGY AND INFORMATION PROCESSING (ICCWAMTIP) | 2020年

关键词：

Electronic support measures; Interacting multiple model; Cubature kalman filter; Adaptive cubature kalman; Aircraft; Residual; Innovation; Root mean square error;

D O I：

10.1109/ICCWAMTIP51612.2020.9317500

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Modern stealth fighters usually keep the radar silent during the flight mission. In order to ensure the stealth performance, the integrated electronic warfare system generally uses the electronic support measures for passive detection. It locks the target's position by receiving radiation from the target sensor. In this paper, the aircraft flight maneuver model is established. The interactive multiple model is used to describe the motion state of aircraft. Residual and innovation is used improve cubature kalman filter to adaptive cubature kalman filter. Cubature kalman filter and adaptive cubature kalman filter were used for filtering respectively, and compared the effect. Then analyzed their root mean square error.

引用

页码：420 / 423

页数：4

共 10 条

[1] Cubature Kalman Filters [J].

Arasaratnam, Ienkaran ;

Haykin, Simon .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (06) :1254-1269

[2] THE INTERACTING MULTIPLE MODEL ALGORITHM FOR SYSTEMS WITH MARKOVIAN SWITCHING COEFFICIENTS [J].

BLOM, HAP ;

BARSHALOM, Y .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1988, 33 (08) :780-783

[3] Improved IMM Algorithm for Nonlinear Maneuvering Target Tracking [J].

Gao, Liang ;

Xing, Jianping ;

Ma, Zhenliang ;

Sha, Junchen ;

Meng, Xiangzhan .

2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 :4117-4123

[4]

Lin Yang, 1998, CHINESE J AERONAUT, V11, P37

[5]

Lum Zachary., 1997, J ELECT DEFENSE, V20, P37

[6] Centralized and decentralized process and sensor fault monitoring using data fusion based on adaptive extended Kalman filter algorithm [J].

Salahshoor, Karim ;

Mosallaei, Mohsen ;

Bayat, Mohammadreza .

MEASUREMENT, 2008, 41 (10) :1059-1076

[7] Generalized cubature quadrature Kalman filters: derivations and extensions [J].

Wang, Hongwei ;

Zhang, Wei ;

Zuo, Junyi ;

Wang, Heping .

JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2017, 28 (03) :556-562

[8]

[杨争斌 YANG Zhengbin], 2008, [宇航学报, Journal of Chinese Society of Astronautics], V29, P304

[9] Maneuvering Target Tracking Algorithm Based on Interacting Multiple Models [J].

Yuan, Gannan ;

Zhu, Wei ;

Wang, Wei ;

Yin, Bo .

MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015

[10]

Yun P, 2019, AIR SPACE DEFENSE, P42

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