Linear Finite State Markov Chain Predictor for Channel Prediction

被引:0
|
作者
Zhang, Jian [1 ]
Smith, David [2 ,3 ]
Chen, Zhuo [1 ]
机构
[1] CSIRO, Wireless & Networking Technol Lab, ICT Ctr, Wembley, WA, Australia
[2] NICTA, Canberra, ACT, Australia
[3] Australian Natl Univ, Canberra, ACT, Australia
关键词
MOBILE RADIO CHANNELS; LONG-RANGE PREDICTION; TRANSMISSION;
D O I
暂无
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Channel prediction, which predicts a future channel gain based on current and past observations, is very useful for power control and resource optimization in wireless communication systems. However, a low-complexity predictor with trustworthy prediction accuracy is yet to be developed. This paper proposes a linear predictor and two linear Markov predictors, which achieve a good balance between complexity and accuracy.
引用
收藏
页码:2085 / 2089
页数:5
相关论文
共 50 条
  • [1] BOOTSTRAPPING A FINITE STATE MARKOV-CHAIN
    KULPERGER, RJ
    RAO, BLSP
    SANKHYA-THE INDIAN JOURNAL OF STATISTICS SERIES A, 1989, 51 : 178 - 191
  • [2] Channel Prediction Using Lumpable Finite-State Markov Channels in OFDMA Systems
    Chee, Tommy K.
    Lim, Cheng-Chew
    Choi, Jinho
    2006 IEEE 63RD VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2006, : 1560 - +
  • [3] Markov Chain Monte Carlo on finite state spaces
    Siems, Tobias
    MATHEMATICAL GAZETTE, 2020, 104 (560): : 281 - 287
  • [4] PIGGYBACKING THRESHOLD PROCESSES WITH A FINITE STATE MARKOV CHAIN
    Boucher, Thomas R.
    Cline, Daren B. H.
    STOCHASTICS AND DYNAMICS, 2009, 9 (02) : 187 - 204
  • [5] Finite State Markov Modeling of Wideband Vehicular Channel
    Ye, Junda
    Lin, Siyu
    2020 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND NORTH AMERICAN RADIO SCIENCE MEETING, 2020, : 1187 - 1188
  • [6] Finite State Markov Wiretap Channel With Delayed Feedback
    Dai, Bin
    Ma, Zheng
    Luo, Yuan
    IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2017, 12 (03) : 746 - 760
  • [7] Finite-State Markov Model for the Aeronautical Channel
    Pan, Qunhua
    Liu, Shanjian
    Xu, Ming
    Jia, Changsheng
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 2415 - 2418
  • [8] On Finite State Markov Chains for Rayleigh channel modeling
    Ruiz, Jose G.
    Soret, Beatriz
    Carmen Aguayo-Torres, M.
    Tomas Entrambasaguas, J.
    2009 1ST INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION, VEHICULAR TECHNOLOGY, INFORMATION THEORY AND AEROSPACE & ELECTRONIC SYSTEMS TECHNOLOGY, VOLS 1 AND 2, 2009, : 187 - 191
  • [9] Linear dynamics for the state vector of Markov chain functions
    Ledoux, J
    ADVANCES IN APPLIED PROBABILITY, 2004, 36 (04) : 1198 - 1211
  • [10] A finite state Markov chain-based umbrella cell channel model for fast mobile users
    Inaty, Elie
    2006 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-4, 2006, : 352 - 356