A Message-Passing Algorithm for Spectrum Access in Cognitive Radio Relay Networks

被引:0
|
作者
Lee, Sang Hyun [1 ]
Shamaiah, Manohar [1 ]
Vishwanath, Sriram [1 ]
Vikalo, Haris [1 ]
机构
[1] Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USA
关键词
PRODUCT;
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
This work addresses the spectrum access problem in cognitive radio relay networks. In our setup, primary users allow secondary users access to the channel (spectrum) as long as they agree to relay primary users' data in addition to their own. We desire to maximize the network usage by determining the best configuration of matching between primary users and secondary users. This problem can be formulated in a form similar to maximum weighted matching. Given this formulation, we develop an algorithm for this problem using affinity propagation that is fully distributed. We test its performance and demonstrate convergence.
引用
收藏
页码:1753 / 1757
页数:5
相关论文
共 50 条
  • [1] Message-Passing Algorithms for Coordinated Spectrum Sensing in Cognitive Radio Networks
    Lee, Sang Hyun
    Shamaiah, Manohar
    Vikalo, Haris
    Vishwanath, Sriram
    [J]. IEEE COMMUNICATIONS LETTERS, 2013, 17 (04) : 812 - 815
  • [2] A Distributed Message-passing Approach for Clustering Cognitive Radio Networks
    Baddour, Kareem E.
    Uereten, Oktay
    Willink, Tricia J.
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2011, 57 (01) : 119 - 133
  • [3] Message-Passing Algorithms for Optimal Utilization of Cognitive Radio Networks
    Mahmoudi, Hamed
    Rodolakis, Georgios
    Georgiadis, Leonidas
    Saad, David
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (IEEE ICC), 2013, : 1393 - 1397
  • [4] A Distributed Message-passing Approach for Clustering Cognitive Radio Networks
    Kareem E. Baddour
    Oktay Üreten
    Tricia J. Willink
    [J]. Wireless Personal Communications, 2011, 57 : 119 - 133
  • [5] Distributed Algorithms for Spectrum Access in Cognitive Radio Relay Networks
    Shamaiah, Manohar
    Lee, Sang Hyun
    Vishwanath, Sriram
    Vikalo, Haris
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (10) : 1947 - 1957
  • [6] A message-passing algorithm with damping
    Pretti, M
    [J]. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, 2005, : 165 - 179
  • [7] An Efficient Message-Passing Algorithm for Optimizing Decentralized Detection Networks
    Kreidl, O. Patrick
    Willsky, Alan S.
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2010, 55 (03) : 563 - 578
  • [8] An efficient message-passing algorithm for optimizing decentralized detection networks
    Kreidl, O. Patrick
    Willsky, Alan S.
    [J]. PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, : 6776 - 6783
  • [9] Sparse Code Multiple Access Decoding Using Message-Passing Algorithm
    Andhary, Lathifa Rizqi
    Nuha, Hilal H.
    Haryanti, Tita
    [J]. 2022 INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ITS APPLICATIONS (ICODSA), 2022, : 161 - 165
  • [10] Approximate message-passing inference algorithm
    Jung, Kyomin
    Shah, Devavrat
    [J]. 2007 IEEE INFORMATION THEORY WORKSHOP, VOLS 1 AND 2, 2007, : 224 - +