A fast DOA tracking algorithm based on the extended Kalman filter

被引：0

作者：

Kong, DK ^{[1
]}

Chun, JW ^{[1
]}

机构：

[1] Korea Adv Inst Sci & Technol, Dept EECS, Comp Sci Lab, Yusong Gu, Taejon 305701, South Korea

来源：

PROCEEDINGS OF THE IEEE 2000 NATIONAL AEROSPACE AND ELECTRONICS CONFERENCE: ENGINEERING TOMORROW | 2000年

关键词：

DOA tracking; extended Kalman filter; antenna array;

D O I：

暂无

中图分类号：

V [航空、航天];

学科分类号：

08 ; 0825 ;

摘要：

Many direction of arrival (DOA) tracking algorithms suffer heavy computational complexity due to their dependence on the sample covariance matrix. We propose a new DOA tracking algorithm that uses the extended Kalman filter (EKF). Because the proposed algorithm is based on a single snapshot, it requires low computational complexity. Our simulation illustrates that the proposed algorithm performs better than other methods.

引用

页码：235 / 238

页数：4

共 50 条

[21] An extended Kalman filter for mouse tracking
Hongjun Choi
Mingi Kim
Onseok Lee
Medical & Biological Engineering & Computing, 2018, 56 : 2109 - 2123
[22] Lane detection algorithm based on extended Kalman filter
Peng, Hong
Xiao, Jin-Sheng
Cheng, Xian
Li, Bi-Jun
Song, Xiao
Guangdianzi Jiguang/Journal of Optoelectronics Laser, 2015, 26 (03): : 567 - 574
[23] Maneuvering Target Tracking Algorithm Based on Muti-paramter Sequential Extended Kalman Filter
贾舒宜
孙炜玮
王国宏
Journal of Donghua University(English Edition), 2018, 35 (03) : 207 - 214
[24] A new channel tracking algorithm based on Kalman filter
Li, Linhai
Liu, Bo
Yu, Hongyi
Hu, Hanying
2006 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-4, 2006, : 754 - 757
[25] A new channel tracking algorithm based on Kalman filter
Li, Linhai
Yu, Hongyi
Hu, Hanying
2006 7TH INTERNATIONAL SYMPOSIUM ON ANTENNAS, PROPAGATION AND EM THEORY, VOLS 1 AND 2, PROCEEDINGS, 2006, : 475 - 478
[26] Object Tracking based on Genetic Algorithm and Kalman filter
Wang, Huan
Ren, Ming-wu
Yang, Jing-yu
2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, VOLS 1 AND 2, PROCEEDINGS, 2008, : 80 - 85
[27] Target Tracking Algorithm Based on Meanshift and Kalman Filter
Hua Li
Jia Zhu
JournalofBeijingInstituteofTechnology, 2019, 28 (02) : 365 - 370
[28] Target Tracking Algorithm Based on Meanshift and Kalman Filter
Li H.
Zhu J.
Journal of Beijing Institute of Technology (English Edition), 2019, 28 (02): : 365 - 370
[29] Multiple Maneuvering Target Tracking Based on Extended Kalman Filter
Yao, Jun
Liu, Yi-cong
Chen, Yang-yang
Xu, Ke
2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, : 3763 - 3766
[30] Study on vector tracking loop based on extended kalman filter
Luo, Yu
Wang, Yong-Qing
Luo, Hai-Kun
Ma, Yuan-Xing
Wu, Si-Liang
Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2013, 35 (06): : 1400 - 1405

← 1 2 3 4 5 →