A Novel Approach in Doppler Measurement Processing

被引：0

作者：

Dong, Kai ^{[1
]}

Guan, Xin ^{[1
]}

Cui, Yaqi ^{[1
]}

He, You ^{[1
]}

机构：

[1] Naval Aeronaut & Astronaut Univ, Res Inst Informat Fus, Yantai 264001, Peoples R China

来源：

DIGITAL MANUFACTURING & AUTOMATION III, PTS 1 AND 2 | 2012年 / 190-191卷

关键词：

Doppler measurement; position measurement; sequential filter; EKF; UKF; TRACKING;

D O I：

10.4028/www.scientific.net/AMM.190-191.894

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In order to solve the problem of algorithmic complexity and large computation in Doppler radar measurement processing, a direct unscented Kalman filter is proposed in the paper. It undertakes nonlinear filtering to Doppler radar measurement in mixed coordinate directly, which makes the algorithm much simpler and reduces computation greatly. Simulation results show that the algorithm not only reaches the similar state estimation accuracy like SEKF and SUKF, but also improves the consistency of state estimation apparently.

引用

页码：894 / 897

页数：4

共 50 条

[1] A Novel Approach for Doppler Blood Flow Measurement
McNamara, D. M.
Goli, A.
Ziarani, A. K.
[J]. 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 1883 - 1885
[2] A novel signal processing approach for microwave Doppler speed sensing
Weber, N
Moedl, S
Hackner, M
[J]. 2002 IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST, VOLS 1-3, 2002, : 2233 - 2235
[3] Novel approach to laser Doppler measurement of pulpal blood flow
Zang, De Yu
Wilder-Smith, Petra
Millerd, James E.
Arrastia, Anna M.A.
[J]. Journal of Biomedical Optics, 1997, 2 (03): : 304 - 309
[4] A Novel Approach to Range Doppler SAR Processing Based on Legendre Orthogonal Polynomials
Deng, Bin
Qin, Yuliang
Li, Yanpeng
Wang, Hongqiang
Li, Xiang
[J]. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2009, 6 (01) : 13 - 17
[5] Pulse Doppler Processing - A Novel Digital Technique
Anju, P.
Raj, A. A. Bazil
Shekhar, Chandra
[J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 1089 - 1095
[6] A NEW APPROACH TO RANGE - DOPPLER SAR PROCESSING
SMITH, AM
[J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1991, 12 (02) : 235 - 251
[7] A Novel Measurement Processing Approach to the Parallel Expectation Propagation Unscented Kalman Filter
De Freitas, Allan
Fritsche, Carsten
Mihaylova, Lyudmila
Gunnarsson, Fredrik
[J]. 2017 20TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2017, : 665 - 670
[8] Novel range-Doppler processing and waveform design method for extending unambiguous Doppler
Wei, Yinsheng
Mao, Zhineng
[J]. 2018 INTERNATIONAL CONFERENCE ON RADAR (RADAR), 2018,
[9] Novel Doppler approach to monitoring driver drowsiness
Chen, Long
Yang, Xining
Fu, Ping
Xu, Zhengming
Zhang, Cishen
[J]. ELECTRONICS LETTERS, 2016, 52 (24) : 2011 - 2012
[10] A novel photonic Doppler velocimetry for transverse velocity measurement
Chen, Guanghua
Wang, Detian
Liu, Jun
Meng, Jianhua
Liu, Shouxian
Yang, Qingguo
[J]. REVIEW OF SCIENTIFIC INSTRUMENTS, 2013, 84 (01):

← 1 2 3 4 5 →