COMPRESSIVE DETECTION FOR WIDE-BAND SPECTRUM SENSING

被引：40
|
作者：
Havary-Nassab, V. [1 ]
Hassan, S. [1 ]
Valaee, S. [1 ]
机构：
[1] Univ Toronto, Dept Elect & Comp Engn, Toronto, ON M5S 3G4, Canada
来源：
2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING | 2010年
关键词：
compressive detection; compressive sensing; wide-band spectrum sensing;
D O I：
10.1109/ICASSP.2010.5496101
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
In this paper we propose a novel wide-band spectrum sensing scheme using compressive sensing. The wide-band signal is fed into a number of wide-band filters and the outputs of the filters are used to reconstruct the vector of channel energies through the l1 norm minimization. An energy detection is then performed by comparing the obtained vector to a vector of energy thresholds to decide about the occupancy of each channel. Performance of the proposed approach is compared to the current wide-band spectrum sensing algorithms as well as the conventional channel-by-channel scanning method.
引用
收藏
页码：3094 / 3097
页数：4
相关论文
共 50 条
  • [21] Compressive Sensing for Spread Spectrum Receivers
    Fyhn, Karsten
    Jensen, Tobias L.
    Larsen, Torben
    Jensen, Soren Holdt
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2013, 12 (05) : 2334 - 2343
  • [22] Bayesian Compressive Sensing with Circulant Matrix for Spectrum Sensing in Cognitive Radio Networks
    Salandine, Fatima
    Kaabouch, Naima
    El Ghazi, Hassan
    2016 IEEE 7TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS MOBILE COMMUNICATION CONFERENCE (UEMCON), 2016,
  • [23] RF Signal Sensing in a Wide Band Spectrum with Subnyquist Sampling for Cognitive Radio
    Chandrasekhar, K.
    Hamsapriye
    Moorthy, T. G. S.
    Kumar, S. K.
    Lakshmeesha, V. K.
    JOURNAL OF SCIENTIFIC & INDUSTRIAL RESEARCH, 2016, 75 (10): : 593 - 597
  • [24] Compressive Spectrum Sensing Based on Sparse Sub-band Basis in Wireless Sensor Network
    Wang, Yu
    Zhang, Jincheng
    Wang, Quan
    Lv, Fangxu
    Chen, Kewei
    ADVANCES IN WIRELESS SENSOR NETWORKS, 2015, 501 : 52 - 58
  • [25] A New Wideband Spectrum Sensing Technique based on Compressive Sensing, Wavelet Edge Detection and Parallel Processing
    El-Khamy, Said E.
    Abdel-Malek, Mina B.
    Kamel, Sara H.
    2013 30TH NATIONAL RADIO SCIENCE CONFERENCE (NRSC2013), 2013, : 202 - 210
  • [26] Compressive Sensing in Fault Detection
    Farokhi, Farhad
    Shames, Iman
    2018 ANNUAL AMERICAN CONTROL CONFERENCE (ACC), 2018, : 159 - 164
  • [27] A Random Matrix Approach to Wide Band Spectrum Sensing: Unknown Noise Variance Case
    Imani, Sajjad
    Banitalebi-Dehkordi, Amin
    Cheraghi, Mehdi
    2013 21ST IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2013,
  • [28] Wideband Spectrum Sensing Technique Based on Multitask Compressive Sensing
    Elnahas, Osama
    Elsabrouty, Maha
    2016 IEEE SYMPOSIUM ON COMPUTERS AND COMMUNICATION (ISCC), 2016, : 849 - 854
  • [29] Permuted&Filtered Spectrum Compressive Sensing
    Sun, Biao
    Chen, Qian
    Xu, Xinxin
    He, Yun
    Jiang, Jianjun
    IEEE SIGNAL PROCESSING LETTERS, 2013, 20 (07) : 685 - 688
  • [30] Efficacy of compressive sensing for dynamic spectrum access
    Odejide, Olusegun
    Annamalai, Annamalai
    Akujuobi, Cajetan
    DEFENSE TRANSFORMATION AND NET-CENTRIC SYSTEMS 2010, 2010, 7707
12345