An adaptive filter with discrete distribution structure in DTV based passive radar

Miao Wu; Tao Shan; Zhihai Zhuo

doi:10.1109/IMCCC.2011.192

An adaptive filter with discrete distribution structure in DTV based passive radar

Miao Wu
, Tao Shan^*
, Zhihai Zhuo

^*Corresponding author for this work

School of Information and Electronics

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

The adaptive interference cancellation is the key factor in DTV based passive radar. The wide band of the DTV signal leads to the high computation burden and the decrease of the cancellation gain. To solve the two problems, an Adaptive filter with Discrete Distribution structure using NLMS algorithm(ADDNLMS) is proposed in this paper, which has better performance compared with the traditional NLMS filter. Moreover, it can adjust the weight structure according to the distribution of the clutters. Simulation and experiment data verification are carried out, which proves the efficiency of the proposed filter.

Original language	English
Title of host publication	Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011
Pages	755-758
Number of pages	4
DOIs	https://doi.org/10.1109/IMCCC.2011.192
Publication status	Published - 2011
Event	1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011 - Beijing, China Duration: 21 Oct 2011 → 23 Oct 2011

Publication series

Name	Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011

Conference

Conference	1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011
Country/Territory	China
City	Beijing
Period	21/10/11 → 23/10/11

Keywords

adaptive filter
discrete distribution
passive radar

Access to Document

10.1109/IMCCC.2011.192

Cite this

Wu, M., Shan, T., & Zhuo, Z. (2011). An adaptive filter with discrete distribution structure in DTV based passive radar. In Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011 (pp. 755-758). Article 6154217 (Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011). https://doi.org/10.1109/IMCCC.2011.192

Wu, Miao ; Shan, Tao ; Zhuo, Zhihai. / An adaptive filter with discrete distribution structure in DTV based passive radar. Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011. 2011. pp. 755-758 (Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011).

@inproceedings{b8900f7d81f541b6a0bc8f3d28381a02,

title = "An adaptive filter with discrete distribution structure in DTV based passive radar",

abstract = "The adaptive interference cancellation is the key factor in DTV based passive radar. The wide band of the DTV signal leads to the high computation burden and the decrease of the cancellation gain. To solve the two problems, an Adaptive filter with Discrete Distribution structure using NLMS algorithm(ADDNLMS) is proposed in this paper, which has better performance compared with the traditional NLMS filter. Moreover, it can adjust the weight structure according to the distribution of the clutters. Simulation and experiment data verification are carried out, which proves the efficiency of the proposed filter.",

keywords = "adaptive filter, discrete distribution, passive radar",

author = "Miao Wu and Tao Shan and Zhihai Zhuo",

year = "2011",

doi = "10.1109/IMCCC.2011.192",

language = "English",

isbn = "9780769545196",

series = "Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011",

pages = "755--758",

booktitle = "Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011",

note = "1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011 ; Conference date: 21-10-2011 Through 23-10-2011",

}

Wu, M, Shan, T & Zhuo, Z 2011, An adaptive filter with discrete distribution structure in DTV based passive radar. in Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011., 6154217, Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011, pp. 755-758, 1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011, Beijing, China, 21/10/11. https://doi.org/10.1109/IMCCC.2011.192

An adaptive filter with discrete distribution structure in DTV based passive radar. / Wu, Miao; Shan, Tao; Zhuo, Zhihai.
Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011. 2011. p. 755-758 6154217 (Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An adaptive filter with discrete distribution structure in DTV based passive radar

AU - Wu, Miao

AU - Shan, Tao

AU - Zhuo, Zhihai

PY - 2011

Y1 - 2011

N2 - The adaptive interference cancellation is the key factor in DTV based passive radar. The wide band of the DTV signal leads to the high computation burden and the decrease of the cancellation gain. To solve the two problems, an Adaptive filter with Discrete Distribution structure using NLMS algorithm(ADDNLMS) is proposed in this paper, which has better performance compared with the traditional NLMS filter. Moreover, it can adjust the weight structure according to the distribution of the clutters. Simulation and experiment data verification are carried out, which proves the efficiency of the proposed filter.

AB - The adaptive interference cancellation is the key factor in DTV based passive radar. The wide band of the DTV signal leads to the high computation burden and the decrease of the cancellation gain. To solve the two problems, an Adaptive filter with Discrete Distribution structure using NLMS algorithm(ADDNLMS) is proposed in this paper, which has better performance compared with the traditional NLMS filter. Moreover, it can adjust the weight structure according to the distribution of the clutters. Simulation and experiment data verification are carried out, which proves the efficiency of the proposed filter.

KW - adaptive filter

KW - discrete distribution

KW - passive radar

UR - https://www.scopus.com/pages/publications/84860639448

U2 - 10.1109/IMCCC.2011.192

DO - 10.1109/IMCCC.2011.192

M3 - Conference contribution

AN - SCOPUS:84860639448

SN - 9780769545196

T3 - Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011

SP - 755

EP - 758

BT - Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011

T2 - 1st International Conference on Instrumentation and Measurement, Computer, Communication and Control, IMCCC2011

Y2 - 21 October 2011 through 23 October 2011

ER -

Wu M, Shan T, Zhuo Z. An adaptive filter with discrete distribution structure in DTV based passive radar. In Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011. 2011. p. 755-758. 6154217. (Proceedings - 2011 International Conference on Instrumentation, Measurement, Computer, Communication and Control, IMCCC 2011). doi: 10.1109/IMCCC.2011.192

An adaptive filter with discrete distribution structure in DTV based passive radar

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this