采用多级最小模方法的空时抗干扰GPS接收机

doi:10.3969/j.issn.1001-2400.2011.06.003

Abstract

Abstract:

For suppression of the influence of impulsive noise spikes (outliers) from desired signal direction of arrival in GPS signals, the multistage minimal module cascaded canceller is proposed. The method substitutes the weights of the multistage Winner filter for the minimal module weights, which have the minimal module of the samples quotient, and is adopted in space-time anti-jamming processing in the GPS receiver. The method has the prominent ability to restrict the influence of impulsive noise spikes (outliers) from desired signal direction of arrival to adaptive weights, and the ability of low complexity, as well as fast convergence. Simulation results indicate the method achieves a better fast convergence ability and good performance in reducing the influence of impulsive noise spikes (outliers) on adaptive weights.

Key words: array signal processing, global positioning system(GPS), low complexity, space-time(ST), anti-jamming

CLC Number:

TN911.23

HUANG Qingdong;ZHANG Linrang;WANG Chun;ZHANG Bo. Multistage minimal module method for space-time interference suppression GPS receivers[J].J4, 2011, 38(6): 15-21+88.

References

［1］ Goldstein J S, Reed I S, Scharf L L. A Multistage Representation of the Wiener Filter Based on Orthogonal Projections ［J］. IEEE Trans on Information Theory, 1998, 44(7): 2943-2959.
［2］ Myrick W, Zoltowski M, Goldstein J S. Anti-jam Space-time Preprocessor for GPS Based on multistage nested Wiener filter［C］//Proc MILCOM 1999. Atlantic City: IEEE, 1999: 675-681.
［3］ Myrick W, Goldstein J S, Zoltowski M. Low Complexity Anti-jam Space-time Processing for GPS［C］//Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing. Salt Lake City: IEEE, 2001: 2233-2236.
［4］ Werner S, With M, Koivunen V. Householder Multistage Wiener Filter for Space-time Navigation Receivers ［J］. IEEE Trans on Aerospace and Electronic Systems, 2007, 43(3): 975-988.
［5］ de Lamare R C, Sampaio-Neto R. Reduced-Rank Adaptive Filtering Based on Joint Iterative Optimization of Adaptive Filters［J］. IEEE Signal Processing Letters, 2007, 14(12): 980-983.
［6］ de Lamare R C, Sampaio-Neto R. Adaptive Reduced-rank Processing Based on Joint and Iterative Interpolation, Decimation, and Filtering［J］. IEEE Trans on Signal Processing, 2009, 57(7): 2503-2514.
［7］ Yukawa M, de Lamare R C, Yamad I. Robust Reduced-Rank Adaptive Algorithm Based on Parallel Subgradient Projection and Krylov Subspace［J］. IEEE Trans on Signal Processing, 2009, 57(12): 4660-4674.
［8］ Scharf L L, Chong E K P, Zoltowski M D, et al. Subspace Expansion and the Equivalence of Conjugate Direction and Multistage Wiener Filters［J］. IEEE Trans on Signal Processing, 2008, 56(10): 5013-5019.
［9］ Liu L, Amin M G. Performance Analysis of GPS Receivers in Non-Gaussian Noise Incorporating Precorrelation Filter and Sampling Rate［J］. IEEE Trans on Signal Processing, 2008, 56(3): 990-1004.
［10］ Picciolo M L, Gerlach K. Median Cascaded Canceller for Robust Adaptive Array Processing ［J］. IEEE Trans on Aerospace and Electronic Systems, 2003, 39(3): 883-900.
［11］ Picciolo M L, Gerlach K. An Adaptive Multistage Median Cascaded Canceller［C］//IEEE CNF. IEEE Radar Conference 2002. Long Beach: IEEE, 2002: 22-25.
［12］ Picciolo M L, Gerlach K. Reiterative Median Cascaded Canceller for Robust Adaptive Array Processing ［J］. IEEE Trans on Aerospace and Electronic Systems, 2007, 43(2): 428-442.
［13］黄庆东, 张林让, 卢光跃. 一种最小模级联相消器［J］. 西安电子科技大学学报, 2010, 37(2): 204-209.
Huang Qingdong, Zhang Linrang, Lu Guangyue. Minimum Module Value Cascaded Canceller ［J］. Journal of Xidian University, 2010, 37(2): 204-209.
［14］ Ricks D C, Goldstein J S. Efficient Architectures for Implementing Adaptive Algorithms［C］//IEEE CNF. Proceedings of the 2000 Antenna Applications Symposium. Illinois: IEEE Press, 2000: 29-41.

[1]	ZHAO Wei,CHOU Shengnan,YANG Shuo,LI Xiongfei. Anti-jamming algorithm for spread spectrum communication using blind source separation [J]. Journal of Xidian University, 2020, 47(1): 73-79.
[2]	LI Feng, WANG Ziyang, WANG Le, LI Rui, FENG Gang, YIN Yingzeng. Analysis of the miniaturization of the anti-jamming array antenna and its beamforming technology [J]. Journal of Xidian University, 2018, 45(6): 51-56.
[3]	XIAO Song, CHEN Hui, NI Mengyu, NI Liuliu, ZHANG Jiajia. Algorithm for near-field source localization using the minimum redundant symmetric array [J]. Journal of Xidian University, 2018, 45(6): 123-129.
[4]	LIAO Ruiqian;XU Jingwei;LIAO Guisheng. Robust adaptive beamforming with near-field scatterers [J]. Journal of Xidian University, 2017, 44(5): 184-188.
[5]	ZHANG Wei;YANG Minglei;CHEN Baixiao. Efficient design method for the low correlation zone orthogonal polyphase code [J]. Journal of Xidian University, 2017, 44(1): 77-82+145.
[6]	YANG Dong;LIAO Guisheng;ZHU Shengqi;WANG Kai. Improved low-rank recovery method for sparsely sampling data in array signal processing [J]. J4, 2014, 41(5): 30-35.
[7]	ZHU Bin;GE Jianhua;SUN Chuiqiang;LI Jing. Low complexity transmit antenna selection algorithm for multi-cell interference alignment systems [J]. J4, 2014, 41(2): 9-14.
[8]	WANG Ling;LIU Jianqiang;LI Guolin;ZHANG Zhen;YANG Jikun. Joint calibration algorithm in the presence of mutual coupling and channel discord via rotational invariance techniques [J]. J4, 2014, 41(1): 182-188.
[9]	WANG Ling;LI Guolin;LIU Jianqiang;MAO Weiping. New method for estimating 2-D DOA in the coherent source environment based on data matrix reconstruction [J]. J4, 2013, 40(2): 130-137.
[10]	WANG Guibao;TAO Haihong;WANG Lanmei. Calibration for electromagnetic vector sensor array misorientation [J]. J4, 2012, 39(6): 66-69.
[11]	YANG Zhiwei;HE Shun;ZHANG Juan;XU Qing. Estimation of the number of sources via minimal redundancy fitting [J]. J4, 2012, 39(4): 52-56.
[12]	SI Weijian;LAN Xiaoyu;LIU Xue. Modified MUSIC algorithm for improving the resolution of 2-D direction of arrival estimation [J]. J4, 2012, 39(2): 138-144.
[13]	GUO Yiduo;ZHANG Yongshun;ZHANG Linrang;TONG Ningning. Target localization method for the bistatic MIMO radar in the presence of mutual coupling of receiver and transmitter arrays [J]. J4, 2011, 38(6): 82-88.
[14]	LIU Yin;WU Shunjun;ZHANG Huaigen;WU Mingyu;LI Chunmao. Low complexity compressed sensing based Doppler high resolution algorithm [J]. J4, 2011, 38(2): 82-87.
[15]	ZHENG Nae;CUI Weijia;WANG Daming. Fast antenna selection in multi-user distributed MIMO systems [J]. J4, 2011, 38(1): 184-188.

Multistage minimal module method for space-time interference suppression GPS receivers

PDF (PC)

Like

Knowledge

Cited

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0