KNOWLEDGE MANAGEMENT TOOLBOX Machine Learning for Cognitive Radio Networks

被引:6
|
作者
Stavroulaki, Vera [1 ]
Bantouna, Aimilia [3 ]
Kritikou, Yiouli [2 ]
Tsagkaris, Kostas
Demestichas, Panagiotis [1 ,2 ]
Blasco, Pol
Bader, Faouzi
Dohler, Mischa [4 ]
Denkovski, Daniel [5 ]
Atanasovski, Vladimir
Gavrilovska, Liljana [6 ,7 ]
Moessner, Klaus [8 ]
机构
[1] Univ Piraeus, Dept Digital Syst, Piraeus, Greece
[2] Univ Piraeus, Lab Telecommun Networks & Integrated Serv, Piraeus, Greece
[3] Univ Piraeus, Piraeus Res Ctr, Piraeus, Greece
[4] CTTC, Intelligent Energy Grp, Barcelona, Spain
[5] Fac Elect Engn & Informat Technol, Wireless Networking Grp, Skopje, Macedonia
[6] Fac Elect Engn & Informat Technol, Ctr Wireless & Mobile Commun, Skopje, Macedonia
[7] Fac Elect Engn & Informat Technol, Inst Telecommun, Skopje, Macedonia
[8] Univ Surrey, Ctr Commun Syst Res, Guildford GU2 5XH, Surrey, England
来源
IEEE VEHICULAR TECHNOLOGY MAGAZINE | 2012年 / 7卷 / 02期
关键词
D O I
10.1109/MVT.2012.2190196
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
引用
收藏
页码:91 / 99
页数:9
相关论文
共 50 条
  • [21] Spectrum Management in Cognitive Radio Networks
    Akyildiz, Ian F.
    2008 4TH IEEE INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), 2008, : XXVIII - XXVIII
  • [22] Resource Management in Cognitive Radio Networks
    Dimitriou, Nikos
    Barnawi, Ahmed
    Zalonis, Andreas
    Polydoros, Andreas
    AD HOC & SENSOR WIRELESS NETWORKS, 2015, 24 (3-4) : 249 - 263
  • [23] Exploiting Machine Learning Algorithms for Cognitive Radio
    Sharma, Veeru
    Bohara, Vivek
    2014 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2014, : 1554 - 1558
  • [24] Spectrum Environment Machine Learning in Cognitive Radio
    Feng Qi
    Ye Zhihui
    Shen Keqin
    2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING, 2012, 29 : 4181 - 4185
  • [25] A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks
    Kaur, Amandeep
    Kumar, Krishan
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2022, 34 (01) : 1 - 40
  • [26] Supervised machine learning techniques in cognitive radio networks during cooperative spectrum handovers
    H. Anandakumar
    K. Umamaheswari
    Cluster Computing, 2017, 20 : 1505 - 1515
  • [27] Machine Learning Approach to Energy Detection Based Spectrum Sensing for Cognitive Radio Networks
    Ahmed, Md. Tofail
    Haque, Mousumi
    Sugiura, Yosuke
    Shimamura, Tetsuya
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2025,
  • [28] Machine Learning Techniques with Probability Vector for Cooperative Spectrum Sensing in Cognitive Radio Networks
    Lu, Yingqi
    Zhu, Pai
    Wang, Donglin
    Fattouche, Michel
    2016 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, 2016,
  • [29] Machine learning based energy efficient multichannel resource allocation in cognitive radio networks
    Vidhypriya, R.
    INTERNATIONAL JOURNAL OF NONLINEAR ANALYSIS AND APPLICATIONS, 2021, 12 : 1639 - 1648
  • [30] An improved ensemble machine learning classifier for efficient spectrum sensing in cognitive radio networks
    Sivagurunathan, P. T.
    Sathishkumar, S.
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2024, 37 (02)