The investigation of acquisition of the UWB signals based on BP neural network

Zhi Hua Yang; Qin Yu Zhang

doi:10.1109/ICCT.2006.342047

The investigation of acquisition of the UWB signals based on BP neural network

Zhi Hua Yang^*
, Qin Yu Zhang

^*Corresponding author for this work

Harbin Institute of Technology Shenzhen

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

Abstract

Acquisition of the signals is a key technology in the UWB system. A new method based on BP neural networks is proposed here to implement the fast acquisition of UWB signals with the condition of low SNR. The BP neural network is used to match the extreme short pulse in this study. It could improve the performance of the acquisition efficiently. In this paper, the feasibility and efficiency of the new method are discussed. The influence of the SNR in UWB system is analyzed. The simulation results highly indicate the usefulness of the method pointed out in this study.

Original language	English
Title of host publication	2006 International Conference on Communication Technology, ICCT '06
DOIs	https://doi.org/10.1109/ICCT.2006.342047
State	Published - 2006
Externally published	Yes
Event	2006 International Conference on Communication Technology, ICCT '06 - Guilin, China Duration: 27 Nov 2006 → 30 Nov 2006

Publication series

Name	International Conference on Communication Technology Proceedings, ICCT

Conference

Conference	2006 International Conference on Communication Technology, ICCT '06
Country/Territory	China
City	Guilin
Period	27/11/06 → 30/11/06

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10.1109/ICCT.2006.342047

Cite this

@inproceedings{052d247aad7e453ca3ca96a662492849,

title = "The investigation of acquisition of the UWB signals based on BP neural network",

abstract = "Acquisition of the signals is a key technology in the UWB system. A new method based on BP neural networks is proposed here to implement the fast acquisition of UWB signals with the condition of low SNR. The BP neural network is used to match the extreme short pulse in this study. It could improve the performance of the acquisition efficiently. In this paper, the feasibility and efficiency of the new method are discussed. The influence of the SNR in UWB system is analyzed. The simulation results highly indicate the usefulness of the method pointed out in this study.",

author = "Yang, \{Zhi Hua\} and Zhang, \{Qin Yu\}",

year = "2006",

doi = "10.1109/ICCT.2006.342047",

language = "英语",

isbn = "1424408016",

series = "International Conference on Communication Technology Proceedings, ICCT",

booktitle = "2006 International Conference on Communication Technology, ICCT '06",

note = "2006 International Conference on Communication Technology, ICCT '06 ; Conference date: 27-11-2006 Through 30-11-2006",

}

Yang, ZH & Zhang, QY 2006, The investigation of acquisition of the UWB signals based on BP neural network. in 2006 International Conference on Communication Technology, ICCT '06., 4146648, International Conference on Communication Technology Proceedings, ICCT, 2006 International Conference on Communication Technology, ICCT '06, Guilin, China, 27/11/06. https://doi.org/10.1109/ICCT.2006.342047

The investigation of acquisition of the UWB signals based on BP neural network. / Yang, Zhi Hua ; Zhang, Qin Yu.
2006 International Conference on Communication Technology, ICCT '06. 2006. 4146648 (International Conference on Communication Technology Proceedings, ICCT).

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

TY - GEN

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AU - Yang, Zhi Hua

AU - Zhang, Qin Yu

PY - 2006

Y1 - 2006

N2 - Acquisition of the signals is a key technology in the UWB system. A new method based on BP neural networks is proposed here to implement the fast acquisition of UWB signals with the condition of low SNR. The BP neural network is used to match the extreme short pulse in this study. It could improve the performance of the acquisition efficiently. In this paper, the feasibility and efficiency of the new method are discussed. The influence of the SNR in UWB system is analyzed. The simulation results highly indicate the usefulness of the method pointed out in this study.

AB - Acquisition of the signals is a key technology in the UWB system. A new method based on BP neural networks is proposed here to implement the fast acquisition of UWB signals with the condition of low SNR. The BP neural network is used to match the extreme short pulse in this study. It could improve the performance of the acquisition efficiently. In this paper, the feasibility and efficiency of the new method are discussed. The influence of the SNR in UWB system is analyzed. The simulation results highly indicate the usefulness of the method pointed out in this study.

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DO - 10.1109/ICCT.2006.342047

M3 - 会议稿件

AN - SCOPUS:34547607814

SN - 1424408016

SN - 9781424408016

T3 - International Conference on Communication Technology Proceedings, ICCT

BT - 2006 International Conference on Communication Technology, ICCT '06

T2 - 2006 International Conference on Communication Technology, ICCT '06

Y2 - 27 November 2006 through 30 November 2006

ER -

The investigation of acquisition of the UWB signals based on BP neural network

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