A estimation algorithm of time-varying channel based on sub-band filter

被引:0
|
作者
Yang Jianxi [1 ]
Wang Yuan [1 ]
Chu Liang [1 ]
机构
[1] Beijing Elect Sci & Technol Inst, Beijing 100070, Peoples R China
关键词
D O I
暂无
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
Because of the time-varying characteristic of channel in HF communication, it is indispensable to track the channel for the receiver. In this paper, we give a joint iterative algorithm about LMS estimation and decoding based on sub-band adaptive filter. The detailed method is as follows: Firstly, by a shorter periodic training sequence to pre-estimate the channel, supposing that the channel parameter will not change when information sequences come, the information is decoded Then, the decoded sequences will become the apriori input information of channel in order to track the channel in real time. The decoding process will continue until fulfilling the condition. The simulation result proves that the convergence rate of this optimized algorithm is raised apparently without increasing the complexity of algorithm.
引用
收藏
页码:74 / +
页数:2
相关论文
共 50 条
  • [1] Fast Time-Varying Sparse Channel Estimation Based on Kalman Filter
    基于卡尔曼滤波的快时变稀疏信道估计新技术
    [J]. 2018, Science Press (53):
  • [2] Time-varying Channel Estimation Based on Particl Swarm Optimized Particle Filter
    Liu Xiao-cong
    Liu Hong-wu
    Zhang Xiao-lin
    Rao Xuan
    [J]. 2011 INTERNATIONAL CONFERENCE ON FUTURE COMPUTER SCIENCE AND APPLICATION (FCSA 2011), VOL 3, 2011, : 496 - 499
  • [3] Kalman filter channel estimation based on comb-type pilot in time-varying channel
    Ling, Wang
    Ting, Liang
    [J]. 2006 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-4, 2006, : 223 - 225
  • [4] Channel Estimation in Time-Varying Cooperative Networks Using Kalman Filter
    Hong, Rong-Ding
    Huang, Wan-Jen
    [J]. 2013 9TH INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING (ICICS), 2013,
  • [5] Estimation of UFMC Time-Varying Fading Channel Using Adaptive Filter
    Jamoos, Ali
    Hussein, Moataz
    [J]. 2018 INTERNATIONAL CONFERENCE ON PROMISING ELECTRONIC TECHNOLOGIES (ICPET 2018), 2018, : 43 - 48
  • [6] A Novel Time-varying Channel Estimation Based on Wavelet
    Xu, Rui
    Yuan, Weina
    Wang, Jianling
    [J]. Tiedao Xuebao/Journal of the China Railway Society, 2018, 40 (05): : 90 - 96
  • [7] Sub-Band Filter Based Blind Source Separation
    Jiao, Weidong
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 6715 - 6719
  • [8] OFDM channel estimation Algorithm based on Frequency-Selective and Time-Varying Channels
    Tang Yan-bo
    Ge Wan-cheng
    [J]. 2008 IEEE INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING WORKSHOP PROCEEDINGS, VOLS 1 AND 2, 2008, : 204 - +
  • [9] An Effective Acoustic Feedback Cancellation Algorithm Based on the Normalized Sub-Band Adaptive Filter
    Wang, Xia
    Liang, Ruiyu
    Wang, Qingyun
    Zhao, Li
    Zou, Cairong
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2016, E99D (01): : 288 - 291
  • [10] The Smart Kalman Filter: A Deep Learning-Based Approach for Time-Varying Channel Estimation
    Siebert, Antoine
    Ferre, Guillaume
    Le Gal, Bertrand
    Fourny, Aurelien
    [J]. 2023 IEEE 34TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR AND MOBILE RADIO COMMUNICATIONS, PIMRC, 2023,