Fuzzy logic for cross-layer optimization in cognitive radio networks

被引：34
|
作者：
Baldo, Nicola [1 ]
Zorzi, Michele [1 ]
机构：
[1] Univ Padua, I-35100 Padua, Italy
来源：
IEEE COMMUNICATIONS MAGAZINE | 2008年 / 46卷 / 04期
关键词：
D O I：
10.1109/MCOM.2008.4481342
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 search for the ultimate architecture for cross-layer optimization in cognitive radio networks is characterized by challenges such as modularity, interpretability, imprecision, scalability, and complexity constraints. In this article we propose fuzzy logic as an effective means of meeting these challenges, as far as both knowledge representation and control implementation are concerned.
引用
收藏
页码：64 / 71
页数：8
相关论文
共 50 条
  • [1] Fuzzy Logic for cross-layer optimization in cognitive radio networks
    Baldo, Nicola
    Zorz, Michele
    [J]. 2007 4TH IEEE CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE, VOLS 1-3, 2007, : 1128 - 1133
  • [2] Distributed Cross-Layer Optimization for Cognitive Radio Networks
    Shi, Yi
    Hou, Y. Thomas
    Zhou, Huaibei
    Midkiff, Scott F.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2010, 59 (08) : 4058 - 4069
  • [3] Cross-Layer Throughput Optimization in Cognitive Radio Networks with SINR Constraints
    Ma, Miao
    Tsang, Danny H. K.
    [J]. INTERNATIONAL JOURNAL OF DIGITAL MULTIMEDIA BROADCASTING, 2010, 2010
  • [4] Cross-layer Optimization and Analysis for Overlay Cognitive Radio
    Teng, Yinglei
    Xu, Haoman
    Schober, Victor C. M.
    Song, Mei
    [J]. 2014 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2014), 2014, : 870 - 875
  • [5] Cross-Layer Attack and Defense in Cognitive Radio Networks
    Wang, Wenkai
    Sun, Yan
    Li, Husheng
    Han, Zhu
    [J]. 2010 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE GLOBECOM 2010, 2010,
  • [6] Cross-Layer QoS Provisioning in Cognitive Radio Networks
    Mihov, Yakim Y.
    [J]. IEEE COMMUNICATIONS LETTERS, 2012, 16 (05) : 678 - 681
  • [7] Cross-layer Routing Optimization for Centralized Multi-hop Cognitive Radio Networks
    Salah, Ahmed
    Abd El-Atty, Reba
    Rizk, Rawya Y.
    [J]. 2015 11TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO), 2015, : 25 - 31
  • [8] Cross-Layer Parameters Reconfiguration in Cognitive Radio Networks Using Ant Colony Optimization
    He, Qian
    Feng, Zhiyong
    Wang, Ying
    Zhang, Ping
    [J]. 2012 IEEE 23RD INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2012, : 631 - 635
  • [9] Efficient spectrum utilization via cross-layer optimization in distributed cognitive radio networks
    Chen, Si
    Wyglinski, Alexander M.
    [J]. COMPUTER COMMUNICATIONS, 2009, 32 (18) : 1931 - 1943
  • [10] A new cross-layer attack to TCP in cognitive radio networks
    Leon, Olga
    Hernandez-Serrano, Juan
    Soriano, Miguel
    [J]. IWCLD: 2009 SECOND INTERNATIONAL WORKSHOP ON CROSS LAYER DESIGN, 2009, : 97 - 101
12345