Priori Aided Compressed Sensing-Based Clipping Noise Cancellation for ACO-OFDM Systems

被引:19
|
作者
Yang, Fang [1 ]
Gao, Junnan [1 ]
Liu, Sicong [1 ]
机构
[1] Tsinghua Univ, Res Inst Informat Technol, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
ACO-OFDM; clipping noise; compressed sensing;
D O I
10.1109/LPT.2016.2585224
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, the clipping noise is reconstructed from the selected reliable observations in the frequency domain based on the modified compressed sensing (CS) algorithm for the asymmetrically clipped optical orthogonal frequency division multiplexing modulated visible light communication system. With the aid of the priori information obtained from the received time-domain signals, the proposed priori aided sparsity adaptive matching pursuit method improves the accuracy and robustness of the recovery performance. Simulation results show that the proposed scheme outperforms conventional CS-based clipping noise cancellation counterparts.
引用
收藏
页码:2082 / 2085
页数:4
相关论文
共 50 条
  • [1] Clipping Noise Cancellation for OFDM Systems Based on Priori Aided Compressed Sensing
    Gao, Junnan
    Yang, Fang
    Liu, Sicong
    2016 IEEE INTERNATIONAL SYMPOSIUM ON BROADBAND MULTIMEDIA SYSTEMS AND BROADCASTING (BMSB), 2016,
  • [2] Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems
    Niaz, Muhammad Tabish
    Imdad, Fatima
    Ejaz, Waleed
    Kim, Hyung Seok
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2016,
  • [3] Compressed sensing-based channel estimation for ACO-OFDM visible light communications in 5G systems
    Muhammad Tabish Niaz
    Fatima Imdad
    Waleed Ejaz
    Hyung Seok Kim
    EURASIP Journal on Wireless Communications and Networking, 2016
  • [4] Optimization of Pilot Pattern in ACO-OFDM Systems Channel Estimation based on Compressed Sensing
    Zhao, Qingsong
    Hao, Shiqi
    Wang, Yong
    Wang, Jingnan
    Wan, Xiongfeng
    Xu, Chenlu
    17TH INTERNATIONAL CONFERENCE ON OPTICAL COMMUNICATIONS AND NETWORKS (ICOCN2018), 2019, 11048
  • [5] On the Clipping Noise in an ACO-OFDM Optical Wireless Communication System
    Dimitrov, Svilen
    Haas, Harald
    2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [6] Compressed Sensing for Clipping Noise Cancellation in DCO-OFDM Systems based on Observation Interference Mitigation
    Miao, Pu
    Qi, Chenhao
    Wu, Lenan
    Zhu, Bingcheng
    Chen, Kangjian
    2017 9TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP), 2017,
  • [7] Analysis and Mitigation of Clipping Noise in Layered ACO-OFDM Based Visible Light Communication Systems
    Wang, Thomas Q.
    Li, Hang
    Huang, Xiaojing
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (01) : 564 - 577
  • [8] Performance Analysis of Noise Cancellation in a Diversity Combined ACO-OFDM System
    Dissanayake, Sarangi D.
    Armstrong, Jean
    Hranilovic, Steve
    2012 14TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON 2012), 2012,
  • [9] Clipping Noise Cancelation for OFDM Systems Using Reliable Observations Based on Compressed Sensing
    Kim, Kee-Hoon
    Park, Hosung
    No, Jong-Seon
    Chung, Habong
    Shin, Dong-Joon
    IEEE TRANSACTIONS ON BROADCASTING, 2015, 61 (01) : 111 - 118
  • [10] Double-sided Signal Clipping in ACO-OFDM Wireless Communication Systems
    Dimitrov, Svilen
    Sinanovic, Sinan
    Haas, Harald
    2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2011,