跳到主要导航 跳到搜索 跳到主要内容

Joint SNR and channel estimation for 60 GHz systems using compressed sensing

  • Bo Gao
  • , Zhenyu Xiao
  • , Changming Zhang
  • , Depeng Jin
  • , Lieguang Zeng
  • Tsinghua University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

60 GHz communication supporting multigigabit data rate is a popular choice of industry for next generation short distance wireless communications. However, multi-Gsps ADC becomes a challenge in 60 GHz systems which have ultra wide Nyquist bandwidth. To reduce sampling rate of ADC in the estimation stage, we propose a joint signal-to-noise ratio (SNR) and channel estimation algorithm using compressed sensing (CS) theory. In 60 GHz systems, CS encoding and decoding strategies are optimized to maximize benefits from the design of pilots and estimators. For pilot design, m-sequence rather than conventional Bernoulli random sequence is selected owning to a better average restricted isometry property; for estimator design, a quasi-optimal channel and noise power estimation is put forward underlying signal subspace provided by CS algorithm. Simulation results show that the proposed algorithm reduces the sampling rate of ADC to 9.1% Nyquist bandwidth of 60 GHz communication. Moreover, the algorithm with this compressed sampling efficiently outperforms classical least square algorithm with Nyquist sampling as SNR exceeds 7 dB.

源语言英语
主期刊名2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
出版商Institute of Electrical and Electronics Engineers Inc.
2896-2901
页数6
ISBN(印刷版)9781467359399
DOI
出版状态已出版 - 2013
已对外发布
活动2013 IEEE Wireless Communications and Networking Conference, WCNC 2013 - Shanghai, 中国
期限: 7 4月 201310 4月 2013

出版系列

姓名IEEE Wireless Communications and Networking Conference, WCNC
ISSN(印刷版)1525-3511
ISSN(电子版)1558-2612

会议

会议2013 IEEE Wireless Communications and Networking Conference, WCNC 2013
国家/地区中国
Shanghai
时期7/04/1310/04/13

学术指纹

探究 'Joint SNR and channel estimation for 60 GHz systems using compressed sensing' 的科研主题。它们共同构成独一无二的学术指纹。

引用此