A Sequential Cooperative Spectrum Sensing Algorithm Based on Dynamic Adaptive Double-threshold Energy Detection

被引:2
|
作者
Huang He [1 ]
Yuan Chaowei [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing 100876, Peoples R China
关键词
Cognitive Radio (CR); Double-threshold energy detection; Dynamic adaptive algorithm; Cooperative spectrum sensing;
D O I
10.11999/JEIT170731
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
In order to overcome the problem of ignoring the sensing information between the two fixed thresholds for double-thresholds energy detection algorithm, the sequential cooperative sensing algorithm based on dynamic adaptive double-threshold energy detection is proposed. Since the soft decision between the two dynamic adaptive double thresholds is used for optimizing the probability of detection, it takes sequential cooperative sensing algorithm to model the adaptive double-threshold regions. Furthermore, the proposed algorithm can adaptively adjust the thresholds values and the number of collaborative users for each decision region to optimize the probability of detection and receiver operating characteristics curve. Simulation results show that the proposed algorithm has better performance for the detection capability, compared with other double thresholds sensing algorithms.
引用
收藏
页码:1037 / 1043
页数:7
相关论文
共 11 条
  • [1] Bagheri M, 2016, 2016 INTERNATIONAL CONFERENCE ON SMART GREEN TECHNOLOGY IN ELECTRICAL AND INFORMATION SYSTEMS (ICSGTEIS), P10, DOI 10.1109/ICSGTEIS.2016.7885758
  • [2] Energy Detection Based Spectrum Sensing Over Two-Wave With Diffuse Power Fading Channels
    Chatziantoniou, Eleftherios
    Allen, Ben
    Velisavljevic, Vladan
    Karadimas, Petros
    Coon, Justin
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2017, 66 (01) : 868 - 874
  • [3] [陈长兴 Chen Changxing], 2013, [系统工程与电子技术, Systems Engineering & Electronics], V35, P1742
  • [4] Joint Energy Detection and Massive Array Design for Localization and Mapping
    Guidi, Francesco
    Guerra, Anna
    Dardari, Davide
    Clemente, Antonio
    D'Errico, Raffaele
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (03) : 1359 - 1371
  • [5] Hierarchical Cooperative Spectrum Sensing Based on Double Thresholds Energy Detection
    Liu, Shi-Qi
    Hu, Bin-Jie
    Wang, Xian-Yi
    [J]. IEEE COMMUNICATIONS LETTERS, 2012, 16 (07) : 1096 - 1099
  • [6] [刘玉磊 Liu Yulei], 2016, [电子与信息学报, Journal of Electronics & Information Technology], V38, P2590
  • [7] A Hybrid Double-Threshold Based Cooperative Spectrum Sensing over Fading Channels
    Quoc-Tuan Vien
    Nguyen, Huan X.
    Trestian, Ramona
    Shah, Purav
    Gemikonakli, Orhan
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2016, 15 (03) : 1821 - 1834
  • [8] Srivastava Shraddha, 2009, 2009 Ph.D. Research in Microelectronics and Electronics (PRIME), P1, DOI 10.1109/RME.2009.5201368
  • [9] SNR Walls for Signal Detection
    Tandra, Rahul
    Sahai, Anant
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2008, 2 (01) : 4 - 17
  • [10] Ordering for Reduced Transmission Energy Detection in Sensor Networks Testing a Shift in the Mean of a Gaussian Graphical Model
    Zhang, Jiangfan
    Chen, Zhongyue
    Blum, Rick S.
    Lu, Xuanxuan
    Xu, Wen
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2017, 65 (08) : 2178 - 2189