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中南大学学报(自然科学版)

Journal of Central South University

第48卷    第8期    总第276期    2017年8月

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文章编号:1672-7207(2017)08-2088-09
基于支撑集估计的压缩扩频接收机
郭黎利,刘湘蒲,孙志国

(哈尔滨工程大学 信息与通信工程学院,黑龙江 哈尔滨,150001)

摘 要: 为了提升压缩扩频接收机的误码率性能,提出一种基于支撑集估计的改进压缩扩频接收机。改进的接收机首先估计稀疏信号的支撑集,然后通过求解闭合表达式代替原有的重构算法来获取发送的信息序列,从而达到降低系统误码率的目的。将改进的压缩扩频接收机应用于mW复合序列扩频信号的接收,通过检测mW复合序列的循环谱峰值来估计稀疏信号的支撑集。研究结果表明:对于mW复合序列,在低信噪比下,通过循环谱检测能有效实现支撑集的估计,且改进的压缩扩频接收机比现有的压缩扩频接收机具有更好的误码率性能。

 

关键字: 压缩感知;扩频接收机;支撑集估计;mW复合序列;循环谱

Compressive spread spectrum receiver based on support estimation
GUO Lili, LIU Xiangpu, SUN Zhiguo

College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China

Abstract:In order to improve the bit-error-rate (BER) performance of compressive spread spectrum (CSS) receiver, a modified CSS receiver based on support estimation was proposed. In the modified receiver, support of sparse signal was estimated firstly, and then the transmitted information sequence can be achieved by solving a closed-form expression instead of the original reconstructed algorithm, which can reduce the BER of receiver. The modified CSS receiver was used to receive m-Walsh (mW) composite sequence spread spectrum signal, and the support of sparse signal can be estimated by detecting cyclic spectrum peak of mW composite sequence. The results show that for mW composite sequence, the support of sparse signal can be estimated effectively in low signal-to-noise ratio (SNR), and the modified CSS receiver has a better BER performance than CSS receiver.

 

Key words: compressive sensing; spread spectrum receiver; support estimation; m-Walsh composite sequence; cyclic spectrum

中南大学学报(自然科学版)
  ISSN 1672-7207
CN 43-1426/N
ZDXZAC
中南大学学报(英文版)
  ISSN 2095-2899
CN 43-1516/TB
JCSTFT
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