CHANNEL ASSIGNMENT FOR CELLULAR RADIO USING NEURAL NETWORKS

被引:168
|
作者
KUNZ, D
机构
[1] Philips GmbH, Forschungslaboratorium Aachen, D-5100, Aachen
关键词
D O I
10.1109/25.69987
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
The channel assignment problem, i.e., the task of assigning channels to radio cells in a spectrum efficient way is usually solved by graph coloring algorithms. An alternative approach is presented: the problem is solved by a neural network algorithm. This algorithm is inherently parallel and does not rely on a particular structure of the interference graph.
引用
收藏
页码:188 / 193
页数:6
相关论文
共 50 条
  • [41] Channel Assignment for Cellular Networks Based on a Local Modified Hopfield Neural Network
    Lydia A. Guirguis
    Mona M. R. El. Ghoneimy
    Wireless Personal Communications, 2007, 41 : 539 - 550
  • [42] An efficient GA-based approach for fixed channel assignment in cellular radio networks
    Tsai, CF
    Lin, FC
    Tsai, CW
    2003 IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE IN ROBOTICS AND AUTOMATION, VOLS I-III, PROCEEDINGS, 2003, : 384 - 389
  • [43] A compact dynamic channel assignment scheme based on Hopfield networks for cellular radio systems
    Dang, A.
    Zhu, S.
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2009, 22 (01) : 25 - 35
  • [44] A Viterbi-like algorithm with adaptive clustering for channel assignment in cellular radio networks
    Fernando, XN
    Fapojuwo, AO
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2002, 51 (01) : 73 - 87
  • [45] CAPACITY ALLOCATION AND CHANNEL ASSIGNMENT IN CELLULAR RADIO SYSTEMS USING REUSE PARTITIONING
    ZANDER, J
    FRODIGH, M
    ELECTRONICS LETTERS, 1992, 28 (05) : 438 - 440
  • [46] Radio channel assignment system for cellular mobile communications
    Fujii, T
    Nakazima, N
    ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS, 2003, 86 (05): : 59 - 71
  • [47] Channel assignment in cellular communications using a new modification on Hopfield networks
    Yazdanpanah, MJ
    Madanian, E
    Farahmand, AM
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY TRANSACTION B-ENGINEERING, 2005, 29 (B4): : 459 - 467
  • [48] Channel allocation in cellular radio networks
    Chang, KN
    Kim, S
    COMPUTERS & OPERATIONS RESEARCH, 1997, 24 (09) : 849 - 860
  • [49] Optimization of Channel Assignment for Cognitive Cellular Networks
    Ohatkar, Sharada N.
    Bormane, Dattatraya S.
    Kirwai, Namrata
    2016 CONFERENCE ON ADVANCES IN SIGNAL PROCESSING (CASP), 2016, : 391 - 396
  • [50] Maximum packing channel assignment in cellular networks
    Kulshreshtha, A
    Sivarajan, KN
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 1999, 48 (03) : 858 - 872