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Volumn 15, Issue 3, 2013, Pages 1136-1159

A survey on machine-learning techniques in cognitive radios

Author keywords

Artificial intelligence; cognitive radio; decision making; feature classification; machine learning; supervised learning; unsupervised learning

Indexed keywords

COGNITIVE COMMUNICATIONS; COGNITIVE RADIO NETWORKS (CRNS); DECENTRALIZED NETWORKS; FEATURE CLASSIFICATION; MACHINE LEARNING TECHNIQUES; OBSERVATION MODEL; SOLUTION METHODS; UNSUPERVISED ALGORITHMS;

EID: 84881317360     PISSN: None     EISSN: 1553877X     Source Type: Journal    
DOI: 10.1109/SURV.2012.100412.00017     Document Type: Article
Times cited : (516)

References (177)
  • 1
    • 0033171330 scopus 로고    scopus 로고
    • Cognitive radio: Making software radios more personal
    • Aug.
    • J. Mitola III and G. Q. Maguire, Jr., "Cognitive radio: making software radios more personal," IEEE Pers. Commun., vol. 6, no. 4, pp. 13-18, Aug. 1999.
    • (1999) IEEE Pers. Commun. , vol.6 , Issue.4 , pp. 13-18
    • Mitola III, J.1    Maguire Jr., G.Q.2
  • 3
    • 77955779242 scopus 로고    scopus 로고
    • Docitive networks: An emerging paradigm for dynamic spectrum management [dynamic spectrum management]
    • Aug.
    • L. Giupponi, A. Galindo-Serrano, P. Blasco, and M. Dohler, "Docitive networks: an emerging paradigm for dynamic spectrum management [dynamic spectrum management]," IEEE Wireless Commun., vol. 17, no. 4, pp. 47-54, Aug. 2010.
    • (2010) IEEE Wireless Commun. , vol.17 , Issue.4 , pp. 47-54
    • Giupponi, L.1    Galindo-Serrano, A.2    Blasco, P.3    Dohler, M.4
  • 4
    • 0141829819 scopus 로고    scopus 로고
    • Cognitive radios will adapt to users
    • May-June
    • T. Costlow, "Cognitive radios will adapt to users," IEEE Intell. Syst., vol. 18, no. 3, p. 7, May-June 2003.
    • (2003) IEEE Intell. Syst. , vol.18 , Issue.3 , pp. 7
    • Costlow, T.1
  • 6
    • 13844296408 scopus 로고    scopus 로고
    • Cognitive radio: Brain-empowered wireless communications
    • DOI 10.1109/JSAC.2004.839380
    • S. Haykin, "Cognitive radio: brain-empowered wireless communications," IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, Feb. 2005. (Pubitemid 40245487)
    • (2005) IEEE Journal on Selected Areas in Communications , vol.23 , Issue.2 , pp. 201-220
    • Haykin, S.1
  • 10
    • 67349259569 scopus 로고    scopus 로고
    • Breaking spectrum gridlock with cogntive radios: An information theoretic perspective
    • May
    • A. Goldsmith, S. A. Jafar, I. Maric, and S. Srinivasa, "Breaking spectrum gridlock with cogntive radios: An information theoretic perspective," Proc. IEEE, vol. 97, no. 5, pp. 894-914, May 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.5 , pp. 894-914
    • Goldsmith, A.1    Jafar, S.A.2    Maric, I.3    Srinivasa, S.4
  • 11
    • 70349644448 scopus 로고    scopus 로고
    • Decentralized spectrum access amongst cognitive radios-An interacting multivariate global game-theoretic approach
    • Oct.
    • V. Krishnamurthy, "Decentralized spectrum access amongst cognitive radios-An interacting multivariate global game-theoretic approach," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 3999-4013, Oct. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.10 , pp. 3999-4013
    • Krishnamurthy, V.1
  • 12
    • 61649121728 scopus 로고    scopus 로고
    • Decentralized dynamic spectrum access for cognitive radios: Cooperative design of a noncooperative game
    • Feb.
    • M. Maskery, V. Krishnamurthy, and Q. Zhao, "Decentralized dynamic spectrum access for cognitive radios: cooperative design of a noncooperative game," IEEE Trans. Commun., vol. 57, no. 2, pp. 459-469, Feb. 2009.
    • (2009) IEEE Trans. Commun. , vol.57 , Issue.2 , pp. 459-469
    • Maskery, M.1    Krishnamurthy, V.2    Zhao, Q.3
  • 13
    • 79952988709 scopus 로고    scopus 로고
    • Repeated auctions with Bayesian nonparametric learning for spectrum access in cognitive radio networks
    • Mar.
    • Z. Han, R. Zheng, and H. Poor, "Repeated auctions with Bayesian nonparametric learning for spectrum access in cognitive radio networks," IEEE Trans. Wireless Commun., vol. 10, no. 3, pp. 890-900, Mar. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.3 , pp. 890-900
    • Han, Z.1    Zheng, R.2    Poor, H.3
  • 15
    • 67349188108 scopus 로고    scopus 로고
    • Cooperative communications for cognitive radio networks
    • May
    • K. Ben Letaief and W. Zhang, "Cooperative communications for cognitive radio networks," Proc. IEEE, vol. 97, no. 5, pp. 878-893, May 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.5 , pp. 878-893
    • Ben Letaief, K.1    Zhang, W.2
  • 16
    • 85032751060 scopus 로고    scopus 로고
    • A survey of dynamic spectrum access
    • DOI 10.1109/MSP.2007.361604
    • Q. Zhao and B. M. Sadler, "A survey of dynamic spectrum access," IEEE Signal Processing Mag., vol. 24, no. 3, pp. 79-89, May 2007. (Pubitemid 46840190)
    • (2007) IEEE Signal Processing Magazine , vol.24 , Issue.3 , pp. 79-89
    • Zhao, Q.1    Sadler, B.M.2
  • 17
    • 67651174553 scopus 로고    scopus 로고
    • Dynamic spectrum leasing in cognitive radio networks via primary-secondary user power control games
    • July
    • S. K. Jayaweera and T. Li, "Dynamic spectrum leasing in cognitive radio networks via primary-secondary user power control games," IEEE Trans. Wireless Commun., vol. 8, no. 6, pp. 3300-3310, July 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.6 , pp. 3300-3310
    • Jayaweera, S.K.1    Li, T.2
  • 18
    • 77953740788 scopus 로고    scopus 로고
    • Dynamic spectrum leasing: A new paradigm for spectrum sharing in cognitive radio networks
    • May
    • S. K. Jayaweera, , G. Vazquez-Vilar, and C. Mosquera, "Dynamic spectrum leasing: A new paradigm for spectrum sharing in cognitive radio networks," IEEE Trans. Veh. Technol., vol. 59, no. 5, pp. 2328-2339, May 2010.
    • (2010) IEEE Trans. Veh. Technol. , vol.59 , Issue.5 , pp. 2328-2339
    • Jayaweera, S.K.1    Vazquez-Vilar, G.2    Mosquera, C.3
  • 20
    • 42649124661 scopus 로고    scopus 로고
    • Spectrum sensing in cognitive radio networks: Requirements, challenges and design trade-offs
    • DOI 10.1109/MCOM.2008.4481338
    • A. Ghasemi and E. Sousa, "Spectrum sensing in cognitive radio networks: requirements, challenges and design trade-offs," IEEE Commun. Mag., vol. 46, no. 4, pp. 32-39, Apr. 2008. (Pubitemid 351593405)
    • (2008) IEEE Communications Magazine , vol.46 , Issue.4 , pp. 32-39
    • Ghasemi, A.1    Sousa, E.S.2
  • 21
    • 50249091347 scopus 로고    scopus 로고
    • Filter bank spectrum sensing for cognitive radios
    • May
    • B. Farhang-Boroujeny, "Filter bank spectrum sensing for cognitive radios," IEEE Trans. Signal Process., vol. 56, no. 5, pp. 1801-1811, May 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.5 , pp. 1801-1811
    • Farhang-Boroujeny, B.1
  • 22
    • 42649084392 scopus 로고    scopus 로고
    • Multicarrier communication techniques for spectrum sensing and communication in cognitive radios
    • DOI 10.1109/MCOM.2008.4481344
    • B. Farhang-Boroujeny and R. Kempter, "Multicarrier communication techniques for spectrum sensing and communication in cognitive radios," IEEE Commun. Mag., vol. 46, no. 4, pp. 80-85, Apr. 2008. (Pubitemid 351593411)
    • (2008) IEEE Communications Magazine , vol.46 , Issue.4 , pp. 80-85
    • Farhang-Boroujeny, B.1    Kempter, R.2
  • 24
    • 84864126048 scopus 로고    scopus 로고
    • Optimal myopic sensing and dynamic spectrum access in cognitive radio networks with low-complexity implementations
    • July
    • Y. Li, S. Jayaweera, M. Bkassiny, and K. Avery, "Optimal myopic sensing and dynamic spectrum access in cognitive radio networks with low-complexity implementations," IEEE Trans. Wireless Commun., vol. 11, no. 7, pp. 2412-2423, July 2012.
    • (2012) IEEE Trans. Wireless Commun. , vol.11 , Issue.7 , pp. 2412-2423
    • Li, Y.1    Jayaweera, S.2    Bkassiny, M.3    Avery, K.4
  • 25
    • 80051992765 scopus 로고    scopus 로고
    • Optimal myopic sensing and dynamic spectrum access in centralized secondary cognitive radio networks with low-complexity implementations
    • May
    • , "Optimal myopic sensing and dynamic spectrum access in centralized secondary cognitive radio networks with low-complexity implementations," in IEEE 73rd Vehicular Technology Conference (VTC-Spring '11), May 2011, pp. 1-5.
    • (2011) IEEE 73rd Vehicular Technology Conference (VTC-Spring '11) , pp. 1-5
  • 26
    • 80051999576 scopus 로고    scopus 로고
    • Optimal and low-complexity algorithms for dynamic spectrum access in centralized cognitive radio networks with fading channels
    • Budapest, Hungary, May
    • M. Bkassiny, S. K. Jayaweera, Y. Li, and K. A. Avery, "Optimal and low-complexity algorithms for dynamic spectrum access in centralized cognitive radio networks with fading channels," in IEEE Vehicular Technology Conference (VTC-spring '11), Budapest, Hungary, May 2011.
    • (2011) IEEE Vehicular Technology Conference (VTC-spring '11)
    • Bkassiny, M.1    Jayaweera, S.K.2    Li, Y.3    Avery, K.A.4
  • 28
    • 38549106559 scopus 로고    scopus 로고
    • Signature based spectrum sensing algorithms for IEEE 802.22 WRAN
    • DOI 10.1109/ICC.2007.1073, 4289744, 2007 IEEE International Conference on Communications, ICC'07
    • H. Chen, W. Gao, and D. G. Daut, "Signature based spectrum sensing algorithms for IEEE 802.22 WRAN," in IEEE International Conference on Communications (ICC '07), June 2007, pp. 6487-6492. (Pubitemid 351146568)
    • (2007) IEEE International Conference on Communications , pp. 6487-6492
    • Chen, H.-S.1    Gao, W.2    Daut, D.G.3
  • 33
    • 34547750388 scopus 로고    scopus 로고
    • Cooperative spectrum sensing in cognitive radio, part I: Two user networks
    • June
    • G. Ganesan and Y. Li, "Cooperative spectrum sensing in cognitive radio, part I: Two user networks," IEEE Trans. Wireless Commun., vol. 6, no. 6, pp. 2204-2213, June 2007.
    • (2007) IEEE Trans. Wireless Commun. , vol.6 , Issue.6 , pp. 2204-2213
    • Ganesan, G.1    Li, Y.2
  • 34
    • 34547776253 scopus 로고    scopus 로고
    • Cooperative spectrum sensing in cognitive radio, part II: Multiuser networks
    • June
    • , "Cooperative spectrum sensing in cognitive radio, part II: Multiuser networks," Wireless Communications, IEEE Trans.on, vol. 6, no. 6, pp. 2214-2222, June 2007.
    • (2007) Wireless Communications, IEEE Trans.On , vol.6 , Issue.6 , pp. 2214-2222
  • 35
    • 43749094330 scopus 로고    scopus 로고
    • Joint design and separation principle for opportunistic spectrum access in the presence of sensing errors
    • DOI 10.1109/TIT.2008.920248
    • Y. Chen, Q. Zhao, and A. Swami, "Joint design and separation principle for opportunistic spectrum access in the presence of sensing errors," IEEE Trans. Inf. Theory, vol. 54, no. 5, pp. 2053-2071, May 2008. (Pubitemid 351689548)
    • (2008) IEEE Transactions on Information Theory , vol.54 , Issue.5 , pp. 2053-2071
    • Chen, Y.1    Zhao, Q.2    Swami, A.3
  • 37
    • 84860396092 scopus 로고    scopus 로고
    • Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks
    • Aug.
    • S. Jayaweera, M. Bkassiny, and K. Avery, "Asymmetric cooperative communications based spectrum leasing via auctions in cognitive radio networks," IEEE Trans. Wireless Commun., vol. 10, no. 8, pp. 2716-2724, Aug. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.8 , pp. 2716-2724
    • Jayaweera, S.1    Bkassiny, M.2    Avery, K.3
  • 39
    • 70349185618 scopus 로고    scopus 로고
    • A survey of spectrum sensing algorithms for cognitive radio applications
    • quarter
    • T. Yucek and H. Arslan, "A survey of spectrum sensing algorithms for cognitive radio applications," IEEE Commun. Surveys Tutorials, vol. 11, no. 1, pp. 116-130, quarter 2009.
    • (2009) IEEE Commun. Surveys Tutorials , vol.11 , Issue.1 , pp. 116-130
    • Yucek, T.1    Arslan, H.2
  • 40
    • 67349146982 scopus 로고    scopus 로고
    • Spectrum sensing for cognitive radio
    • May
    • S. Haykin, D. Thomson, and J. Reed, "Spectrum sensing for cognitive radio," Proc. IEEE, vol. 97, no. 5, pp. 849-877, May 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.5 , pp. 849-877
    • Haykin, S.1    Thomson, D.2    Reed, J.3
  • 41
    • 67349114793 scopus 로고    scopus 로고
    • Signal processing in cognitive radio
    • May
    • J. Ma, G. Y. Li, and B. H. Juang, "Signal processing in cognitive radio," Proc. IEEE, vol. 97, no. 5, pp. 805-823, May 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.5 , pp. 805-823
    • Ma, J.1    Li, G.Y.2    Juang, B.H.3
  • 42
    • 73049092024 scopus 로고    scopus 로고
    • Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks
    • Dec.
    • W. Zhang, R. Mallik, and K. Letaief, "Optimization of cooperative spectrum sensing with energy detection in cognitive radio networks," IEEE Trans. Wireless Commun., vol. 8, no. 12, pp. 5761-5766, Dec. 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.12 , pp. 5761-5766
    • Zhang, W.1    Mallik, R.2    Letaief, K.3
  • 44
    • 70350520394 scopus 로고    scopus 로고
    • Collaborative cyclostationary spectrum sensing for cognitive radio systems
    • Nov.
    • J. Lunden, V. Koivunen, A. Huttunen, and H. Poor, "Collaborative cyclostationary spectrum sensing for cognitive radio systems," IEEE Trans. Signal Process., vol. 57, no. 11, pp. 4182-4195, Nov. 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.11 , pp. 4182-4195
    • Lunden, J.1    Koivunen, V.2    Huttunen, A.3    Poor, H.4
  • 45
    • 0028499174 scopus 로고
    • Statistical tests for presence of cyclostationarity
    • Sep.
    • A. Dandawate and G. Giannakis, "Statistical tests for presence of cyclostationarity," IEEE Trans. Signal Process., vol. 42, no. 9, pp. 2355-2369, Sep. 1994.
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.9 , pp. 2355-2369
    • Dandawate, A.1    Giannakis, G.2
  • 47
    • 34247209139 scopus 로고    scopus 로고
    • Spectrum sensing: A distributed approach for cognitive terminals
    • DOI 10.1109/JSAC.2007.070405, 4155370
    • M. Gandetto and C. Regazzoni, "Spectrum sensing: A distributed approach for cognitive terminals," IEEE J. Sel. Areas Commun., vol. 25, no. 3, pp. 546-557, Apr. 2007. (Pubitemid 46620949)
    • (2007) IEEE Journal on Selected Areas in Communications , vol.25 , Issue.3 , pp. 546-557
    • Gandetto, M.1    Regazzoni, C.2
  • 49
    • 79955975069 scopus 로고    scopus 로고
    • Optimization of cooperative spectrum sensing in cognitive radio
    • May
    • T. Cui, F. Gao, and A. Nallanathan, "Optimization of cooperative spectrum sensing in cognitive radio," IEEE Trans. Veh. Technol., vol. 60, no. 4, pp. 1578-1589, May 2011.
    • (2011) IEEE Trans. Veh. Technol. , vol.60 , Issue.4 , pp. 1578-1589
    • Cui, T.1    Gao, F.2    Nallanathan, A.3
  • 51
    • 62149086254 scopus 로고    scopus 로고
    • Cooperative relay to improve diversity in cognitive radio networks
    • Feb.
    • Q. Zhang, J. Jia, and J. Zhang, "Cooperative relay to improve diversity in cognitive radio networks," IEEE Commun. Mag., vol. 47, no. 2, pp. 111-117, Feb. 2009.
    • (2009) IEEE Commun. Mag. , vol.47 , Issue.2 , pp. 111-117
    • Zhang, Q.1    Jia, J.2    Zhang, J.3
  • 52
    • 71049121527 scopus 로고    scopus 로고
    • Cooperative decode-andforward relaying for secondary spectrum access
    • Oct.
    • Y. Han, A. Pandharipande, and S. Ting, "Cooperative decode-andforward relaying for secondary spectrum access," IEEE Trans. Wireless Commun., vol. 8, no. 10, pp. 4945-4950, Oct. 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.10 , pp. 4945-4950
    • Han, Y.1    Pandharipande, A.2    Ting, S.3
  • 53
    • 78651501783 scopus 로고    scopus 로고
    • Simplified relay selection and power allocation in cooperative cognitive radio systems
    • Jan.
    • L. Li, X. Zhou, H. Xu, G. Li, D. Wang, and A. Soong, "Simplified relay selection and power allocation in cooperative cognitive radio systems," IEEE Trans. Wireless Commun., vol. 10, no. 1, pp. 33-36, Jan. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.1 , pp. 33-36
    • Li, L.1    Zhou, X.2    Xu, H.3    Li, G.4    Wang, D.5    Soong, A.6
  • 55
    • 78951495035 scopus 로고    scopus 로고
    • Advances in cognitive radio networks: A survey
    • Feb.
    • B. Wang and K. J. R. Liu, "Advances in cognitive radio networks: A survey," IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 5-23, Feb. 2011.
    • (2011) IEEE J. Sel. Topics Signal Process. , vol.5 , Issue.1 , pp. 5-23
    • Wang, B.1    Liu, K.J.R.2
  • 56
    • 42649092608 scopus 로고    scopus 로고
    • A survey on spectrum management in cognitive radio networks
    • DOI 10.1109/MCOM.2008.4481339
    • I. Akyildiz, W.-Y. Lee, M. Vuran, and S. Mohanty, "A survey on spectrum management in cognitive radio networks," IEEE Commun. Mag., vol. 46, no. 4, pp. 40-48, Apr. 2008. (Pubitemid 351593406)
    • (2008) IEEE Communications Magazine , vol.46 , Issue.4 , pp. 40-48
    • Akyildiz, I.F.1    Lee, W.-Y.2    Vuran, M.C.3    Mohanty, S.4
  • 57
    • 78650886567 scopus 로고    scopus 로고
    • Cognitive radios for dynamic spectrum access: From concept to reality
    • Dec.
    • K. Shin, H. Kim, A. Min, and A. Kumar, "Cognitive radios for dynamic spectrum access: from concept to reality," IEEE Wireless Commun., vol. 17, no. 6, pp. 64-74, Dec. 2010.
    • (2010) IEEE Wireless Commun. , vol.17 , Issue.6 , pp. 64-74
    • Shin, K.1    Kim, H.2    Min, A.3    Kumar, A.4
  • 60
    • 34547501930 scopus 로고    scopus 로고
    • A survey of dynamic spectrum access: Signal processing and networking perspectives
    • DOI 10.1109/ICASSP.2007.367328, 4218359, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '07
    • Q. Zhao and A. Swami, "A survey of dynamic spectrum access: Signal processing and networking perspectives," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '07), vol. 4, Apr. 2007, pp. IV-1349-IV-1352. (Pubitemid 47178628)
    • (2007) ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings , vol.4
    • Zhao, Q.1    Swami, A.2
  • 61
    • 65249169227 scopus 로고    scopus 로고
    • Cognitive radio architecture evolution
    • Apr.
    • J. Mitola, "Cognitive radio architecture evolution," Proc. IEEE, vol. 97, no. 4, pp. 626-641, Apr. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.4 , pp. 626-641
    • Mitola, J.1
  • 68
    • 77956920943 scopus 로고    scopus 로고
    • Cognitive engine design for link adaptation: An application to multi-antenna systems
    • Sep.
    • H. Volos and R. Buehrer, "Cognitive engine design for link adaptation: An application to multi-antenna systems," IEEE Trans. Wireless Commun., vol. 9, no. 9, pp. 2902-2913, Sep. 2010.
    • (2010) IEEE Trans. Wireless Commun. , vol.9 , Issue.9 , pp. 2902-2913
    • Volos, H.1    Buehrer, R.2
  • 69
    • 34548591004 scopus 로고    scopus 로고
    • Applications of machine learning to cognitive radio networks
    • DOI 10.1109/MWC.2007.4300983
    • C. Clancy, J. Hecker, E. Stuntebeck, and T. O'Shea, "Applications of machine learning to cognitive radio networks," IEEE Wireless Commun., vol. 14, no. 4, pp. 47-52, Aug. 2007. (Pubitemid 47397733)
    • (2007) IEEE Wireless Communications , vol.14 , Issue.4 , pp. 47-52
    • Clancy, C.1    Hecker, J.2    Stuntebeck, E.3    O'Shea, T.4
  • 71
    • 84864131832 scopus 로고    scopus 로고
    • Wideband spectrum sensing and non-parametric signal classification for autonomous self-learning cognitive radios
    • July
    • M. Bkassiny, S. K. Jayaweera, Y. Li, and K. A. Avery, "Wideband spectrum sensing and non-parametric signal classification for autonomous self-learning cognitive radios," IEEE Trans. Wireless Commun., vol. 11, no. 7, pp. 2596-2605, July 2012.
    • (2012) IEEE Trans. Wireless Commun. , vol.11 , Issue.7 , pp. 2596-2605
    • Bkassiny, M.1    Jayaweera, S.K.2    Li, Y.3    Avery, K.A.4
  • 72
    • 84871962230 scopus 로고    scopus 로고
    • Blind cyclostationary feature detection based spectrum sensing for autonomous self-learning cognitive radios
    • Ottawa, Canada, June
    • , "Blind cyclostationary feature detection based spectrum sensing for autonomous self-learning cognitive radios," in IEEE International Conference on Communications (ICC '12), Ottawa, Canada, June 2012.
    • (2012) IEEE International Conference on Communications (ICC '12)
  • 73
    • 85008010047 scopus 로고    scopus 로고
    • Efficient channel estimation for MIMO single-carrier block transmission with dual cyclic timeslot structure
    • Nov.
    • X. Gao, B. Jiang, X. You, Z. Pan, Y. Xue, and E. Schulz, "Efficient channel estimation for MIMO single-carrier block transmission with dual cyclic timeslot structure," IEEE Trans. Commun., vol. 55, no. 11, pp. 2210-2223, Nov. 2007.
    • (2007) IEEE Trans. Commun. , vol.55 , Issue.11 , pp. 2210-2223
    • Gao, X.1    Jiang, B.2    You, X.3    Pan, Z.4    Xue, Y.5    Schulz, E.6
  • 77
    • 77952245702 scopus 로고    scopus 로고
    • Distributed Q-learning for aggregated interference control in cognitive radio networks
    • May
    • A. Galindo-Serrano and L. Giupponi, "Distributed Q-learning for aggregated interference control in cognitive radio networks," IEEE Trans. Veh. Technol., vol. 59, no. 4, pp. 1823-1834, May 2010.
    • (2010) IEEE Trans. Veh. Technol. , vol.59 , Issue.4 , pp. 1823-1834
    • Galindo-Serrano, A.1    Giupponi, L.2
  • 82
    • 44049095883 scopus 로고    scopus 로고
    • Detecting primary signals for efficient utilization of spectrum using Q-learning
    • DOI 10.1109/ITNG.2008.95, 4492506, Proceedings - International Conference on Information Technology: New Generations, ITNG 2008
    • Y. Reddy, "Detecting primary signals for efficient utilization of spectrum using Q-learning," in Fifth International Conference on Information Technology: New Generations (ITNG '08), Las Vegas, NV, Apr. 2008, pp. 360-365. (Pubitemid 351709633)
    • (2008) Proceedings - International Conference on Information Technology: New Generations, ITNG 2008 , pp. 360-365
    • Reddy, Y.B.1
  • 84
    • 79952961653 scopus 로고    scopus 로고
    • Centralized channel and power allocation for cognitive radio networks: A Q-learning solution
    • Florence, Italy, June
    • Y. Yao and Z. Feng, "Centralized channel and power allocation for cognitive radio networks: A Q-learning solution," in Future Network and Mobile Summit, Florence, Italy, June 2010, pp. 1-8.
    • (2010) Future Network and Mobile Summit , pp. 1-8
    • Yao, Y.1    Feng, Z.2
  • 85
    • 77954606199 scopus 로고    scopus 로고
    • Opportunistic bandwidth sharing through reinforcement learning
    • July
    • P. Venkatraman, B. Hamdaoui, and M. Guizani, "Opportunistic bandwidth sharing through reinforcement learning," IEEE Trans. Veh. Technol., vol. 59, no. 6, pp. 3148-3153, July 2010.
    • (2010) IEEE Trans. Veh. Technol. , vol.59 , Issue.6 , pp. 3148-3153
    • Venkatraman, P.1    Hamdaoui, B.2    Guizani, M.3
  • 86
    • 80053224177 scopus 로고    scopus 로고
    • Efficient exploration in reinforcement learning-based cognitive radio spectrum sharing
    • Jan.
    • T. Jiang, D. Grace, and P. Mitchell, "Efficient exploration in reinforcement learning-based cognitive radio spectrum sharing," IET Communications, vol. 5, no. 10, pp. 1309-1317, Jan. 2011.
    • (2011) IET Communications , vol.5 , Issue.10 , pp. 1309-1317
    • Jiang, T.1    Grace, D.2    Mitchell, P.3
  • 87
    • 79955471442 scopus 로고    scopus 로고
    • Robust signal classification using unsupervised learning
    • Apr.
    • T. Clancy, A. Khawar, and T. Newman, "Robust signal classification using unsupervised learning," IEEE Trans. Wireless Commun., vol. 10, no. 4, pp. 1289-1299, Apr. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.4 , pp. 1289-1299
    • Clancy, T.1    Khawar, A.2    Newman, T.3
  • 93
    • 77955678386 scopus 로고    scopus 로고
    • Connectionist models of reinforcement, imitation, and instruction in learning to solve complex problems
    • Aug.
    • F. Dandurand and T. Shultz, "Connectionist models of reinforcement, imitation, and instruction in learning to solve complex problems," IEEE Trans. Autonomous Mental Development, vol. 1, no. 2, pp. 110-121, Aug. 2009.
    • (2009) IEEE Trans. Autonomous Mental Development , vol.1 , Issue.2 , pp. 110-121
    • Dandurand, F.1    Shultz, T.2
  • 94
    • 57749093906 scopus 로고    scopus 로고
    • Human behavior inspired cognitive radio network design
    • Dec.
    • Y. Xing and R. Chandramouli, "Human behavior inspired cognitive radio network design," IEEE Commun. Mag., vol. 46, no. 12, pp. 122-127, Dec. 2008.
    • (2008) IEEE Commun. Mag. , vol.46 , Issue.12 , pp. 122-127
    • Xing, Y.1    Chandramouli, R.2
  • 95
    • 65249087826 scopus 로고    scopus 로고
    • Spectrum access games and strategic learning in cognitive radio networks for delay-critical applications
    • Apr.
    • M. van der Schaar and F. Fu, "Spectrum access games and strategic learning in cognitive radio networks for delay-critical applications," Proc. IEEE, vol. 97, no. 4, pp. 720-740, Apr. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.4 , pp. 720-740
    • Schaar Der M.Van1    Fu, F.2
  • 96
    • 77949345490 scopus 로고    scopus 로고
    • Evolutionary cooperative spectrum sensing game: How to collaborate?
    • Mar.
    • B. Wang, K. Ray Liu, and T. Clancy, "Evolutionary cooperative spectrum sensing game: how to collaborate?" IEEE Trans. Commun., vol. 58, no. 3, pp. 890-900, Mar. 2010.
    • (2010) IEEE Trans. Commun. , vol.58 , Issue.3 , pp. 890-900
    • Wang, B.1    Ray Liu, K.2    Clancy, T.3
  • 100
    • 78650759662 scopus 로고    scopus 로고
    • A common lexicon and design issues surrounding cognitive radio networks operating in the presence of jamming
    • San Diego, CA, Nov.
    • J. Burbank, A. Hammons, and S. Jones, "A common lexicon and design issues surrounding cognitive radio networks operating in the presence of jamming," in IEEE Military Communications Conference (MILCOM '08), San Diego, CA, Nov. 2008, pp. 1-7.
    • (2008) IEEE Military Communications Conference (MILCOM '08) , pp. 1-7
    • Burbank, J.1    Hammons, A.2    Jones, S.3
  • 105
    • 84864131832 scopus 로고    scopus 로고
    • Multidimensional Dirichlet process-based non-parametric signal classification for autonomous selflearning cognitive radios
    • May [In review]
    • M. Bkassiny, S. K. Jayaweera, and Y. Li, "Multidimensional Dirichlet process-based non-parametric signal classification for autonomous selflearning cognitive radios," IEEE Trans. Wireless Commun., May 2012, [In review].
    • (2012) IEEE Trans. Wireless Commun.
    • Bkassiny, M.1    Jayaweera, S.K.2    Li, Y.3
  • 106
    • 74949140186 scopus 로고    scopus 로고
    • Algorithms for dynamic spectrum access with learning for cognitive radio
    • Feb.
    • J. Unnikrishnan and V. V. Veeravalli, "Algorithms for dynamic spectrum access with learning for cognitive radio," IEEE Trans. Signal Process., vol. 58, no. 2, pp. 750-760, Feb. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.2 , pp. 750-760
    • Unnikrishnan, J.1    Veeravalli, V.V.2
  • 107
    • 34247229185 scopus 로고    scopus 로고
    • Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework
    • Apr.
    • Q. Zhao, L. Tong, A. Swami, and Y. Chen, "Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework," IEEE J. Sel. Areas Commun., vol. 25, no. 3, pp. 589-600, Apr. 2007.
    • (2007) IEEE J. Sel. Areas Commun. , vol.25 , Issue.3 , pp. 589-600
    • Zhao, Q.1    Tong, L.2    Swami, A.3    Chen, Y.4
  • 109
    • 77953818719 scopus 로고    scopus 로고
    • A dynamic spectrum leasing (DSL) framework for spectrum sharing in cognitive radio networks
    • Pacific Grove, CA Nov.
    • S. K. Jayaweera and C. Mosquera, "A dynamic spectrum leasing (DSL) framework for spectrum sharing in cognitive radio networks," in 43rd Annual Asilomar Conf. on Signals, Systems and Computers, Pacific Grove, CA, Nov. 2009.
    • (2009) 43rd Annual Asilomar Conf. On Signals, Systems and Computers
    • Jayaweera, S.K.1    Mosquera, C.2
  • 110
    • 77956916651 scopus 로고    scopus 로고
    • Efficient dynamic spectrum sharing in cognitive radio networks: Centralized dynamic spectrum leasing (C-DSL)
    • Sep.
    • K. Hakim, S. Jayaweera, G. El-Howayek, and C. Mosquera, "Efficient dynamic spectrum sharing in cognitive radio networks: Centralized dynamic spectrum leasing (C-DSL)," IEEE Trans. Wireless Commun., vol. 9, no. 9, pp. 2956-2967, Sep. 2010.
    • (2010) IEEE Trans. Wireless Commun. , vol.9 , Issue.9 , pp. 2956-2967
    • Hakim, K.1    Jayaweera, S.2    El-Howayek, G.3    Mosquera, C.4
  • 111
    • 84860456573 scopus 로고    scopus 로고
    • No-regret learning for simultaneous power control and channel allocation in cognitive radio networks
    • Hong Kong, China, Jan.
    • B. Latifa, Z. Gao, and S. Liu, "No-regret learning for simultaneous power control and channel allocation in cognitive radio networks," in Computing, Communications and Applications Conference (Com-ComAp '12), Hong Kong, China, Jan. 2012, pp. 267-271.
    • (2012) Computing, Communications and Applications Conference (Com-ComAp '12) , pp. 267-271
    • Latifa, B.1    Gao, Z.2    Liu, S.3
  • 112
    • 36348971086 scopus 로고    scopus 로고
    • Distributive opportunistic spectrum access for cognitive radio using correlated equilibrium and no-regret learning
    • DOI 10.1109/WCNC.2007.8, 4204184, 2007 IEEE Wireless Communications and Networking Conference, WCNC 2007
    • Z. Han, C. Pandana, and K. Liu, "Distributive opportunistic spectrum access for cognitive radio using correlated equilibrium and no-regret learning," in IEEE Wireless Commun. and Networking Conference (WCNC '07), Hong Kong, China, Mar. 2007, pp. 11-15. (Pubitemid 350139358)
    • (2007) IEEE Wireless Communications and Networking Conference, WCNC , pp. 11-15
    • Han, Z.1    Pandana, C.2    Liu, K.J.K.3
  • 113
    • 77955374426 scopus 로고    scopus 로고
    • No-regret learning in collaborative spectrum sensing with malicious nodes
    • Cape Town, South Africa, May
    • Q. Zhu, Z. Han, and T. Basar, "No-regret learning in collaborative spectrum sensing with malicious nodes," in IEEE International Conference on Communications (ICC '10), Cape Town, South Africa, May 2010, pp. 1-6.
    • (2010) IEEE International Conference on Communications (ICC '10) , pp. 1-6
    • Zhu, Q.1    Han, Z.2    Basar, T.3
  • 114
    • 0028517371 scopus 로고
    • Online threshold learning for Neyman-Pearson distributed detection
    • Oct.
    • D. Pados, P. Papantoni-Kazakos, D. Kazakos, and A. Koyiantis, "Online threshold learning for Neyman-Pearson distributed detection," IEEE Trans. Syst. Man Cybern., vol. 24, no. 10, pp. 1519-1531, Oct. 1994.
    • (1994) IEEE Trans. Syst. Man Cybern. , vol.24 , Issue.10 , pp. 1519-1531
    • Pados, D.1    Papantoni-Kazakos, P.2    Kazakos, D.3    Koyiantis, A.4
  • 115
    • 80053241965 scopus 로고    scopus 로고
    • Game theoretic approaches for multiple access in wireless networks: A survey
    • quarter
    • K. Akkarajitsakul, E. Hossain, D. Niyato, and D. I. Kim, "Game theoretic approaches for multiple access in wireless networks: A survey," IEEE Commun. Surveys Tutorials, vol. 13, no. 3, pp. 372-395, quarter 2011.
    • (2011) IEEE Commun. Surveys Tutorials , vol.13 , Issue.3 , pp. 372-395
    • Akkarajitsakul, K.1    Hossain, E.2    Niyato, D.3    Kim, D.I.4
  • 116
    • 21344479762 scopus 로고
    • Estimating normal means with a Dirichlet process prior
    • Mar.
    • M. D. Escobar, "Estimating normal means with a Dirichlet process prior," J. American Statistical Association, vol. 89, no. 425, pp. 268-277, Mar. 1994. [Online]. Available: http://www.jstor.org/stable/2291223
    • (1994) J. American Statistical Association , vol.89 , Issue.425 , pp. 268-277
    • Escobar, M.D.1
  • 117
    • 0004049893 scopus 로고
    • Ph.D. dissertation, University of Cambridge, United Kingdom
    • C. Watkins, "Learning from delayed rewards," Ph.D. dissertation, University of Cambridge, United Kingdom, 1989.
    • (1989) Learning from Delayed Rewards
    • Watkins, C.1
  • 118
    • 74949099926 scopus 로고    scopus 로고
    • Multi-agent Q-learning of channel selection in multi-user cognitive radio systems: A two by two case
    • San Antonio, TX, Oct.
    • H. Li, "Multi-agent Q-learning of channel selection in multi-user cognitive radio systems: A two by two case," in IEEE International Conference on Systems, Man and Cybernetics (SMC '09), San Antonio, TX, Oct. 2009, pp. 1893-1898.
    • (2009) IEEE International Conference on Systems, Man and Cybernetics (SMC '09) , pp. 1893-1898
    • Li, H.1
  • 119
    • 34250635407 scopus 로고    scopus 로고
    • Policy gradient methods for robotics
    • DOI 10.1109/IROS.2006.282564, 4058714, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2006
    • J. Peters and S. Schaal, "Policy gradient methods for robotics," in IEEE/RSJ International Conference on Intelligent Robots and Systems (2006), Beijing, China, Oct. 2006, pp. 2219-2225. (Pubitemid 46928224)
    • (2006) IEEE International Conference on Intelligent Robots and Systems , pp. 2219-2225
    • Peters, J.1    Schaal, S.2
  • 123
    • 34247195048 scopus 로고    scopus 로고
    • Mechanism-based resource allocation for multimedia transmission over spectrum agile wireless networks
    • DOI 10.1109/JSAC.2007.070410, 4155375
    • A. R. Fattahi, F. Fu, M. V. D. Schaar, and F. Paganini, "Mechanismbased resource allocation for multimedia transmission over spectrum agile wireless networks," IEEE J. Sel. Areas Commun., vol. 3, no. 25, pp. 601-612, Apr. 2007. (Pubitemid 46620954)
    • (2007) IEEE Journal on Selected Areas in Communications , vol.25 , Issue.3 , pp. 601-612
    • Fattahi, A.R.1    Fu, F.2    Van Der Schaar, M.3    Paganini, F.4
  • 125
    • 65049085480 scopus 로고    scopus 로고
    • Performance evaluation of cognitive radios: Metrics, utility functions, and methodology
    • Apr.
    • Y. Zhao, S. Mao, J. Neel, and J. Reed, "Performance evaluation of cognitive radios: Metrics, utility functions, and methodology," Proc. IEEE, vol. 97, no. 4, pp. 642-659, Apr. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.4 , pp. 642-659
    • Zhao, Y.1    Mao, S.2    Neel, J.3    Reed, J.4
  • 128
    • 34547274116 scopus 로고    scopus 로고
    • Noncooperative power control game with exponential pricing for cognitive radio network
    • Apr.
    • W. Wang, Y. Cui, T. Peng, and W. Wang, "Noncooperative power control game with exponential pricing for cognitive radio network," in IEEE 65th Vehicular Technology Conf. (VTC)-Spring, Apr. 2007, pp. 3125-3129.
    • (2007) IEEE 65th Vehicular Technology Conf. (VTC)-Spring , pp. 3125-3129
    • Wang, W.1    Cui, Y.2    Peng, T.3    Wang, W.4
  • 129
    • 47249122204 scopus 로고    scopus 로고
    • Multiuser power and channel aloocation algorithm in cognitive radio
    • Sep.
    • J. Li, D. Chen, W. Li, and J. Ma, "Multiuser power and channel aloocation algorithm in cognitive radio," in Int. Conf. on Parallel Processing, (ICPP), Sep. 2007, pp. 72-72.
    • (2007) Int. Conf. on Parallel Processing, (ICPP) , pp. 72-72
    • Li, J.1    Chen, D.2    Li, W.3    Ma, J.4
  • 130
    • 34249036373 scopus 로고    scopus 로고
    • Cognitive radios for dynamic spectrum access - Dynamic spectrum sharing: A game theoretical overview
    • DOI 10.1109/MCOM.2007.358854
    • Z. Ji and K. J. R. Liu, "Cognitive radios for dynamic spectrum access-dynamic spectrum sharing: A game theoretical overview," IEEE Commun. Mag., vol. 45, no. 5, pp. 88-94, May 2007. (Pubitemid 46796032)
    • (2007) IEEE Communications Magazine , vol.45 , Issue.5 , pp. 88-94
    • Ji, Z.1    Liu, K.J.R.2
  • 132
    • 35048862844 scopus 로고    scopus 로고
    • A channel-change game for multiple interfering cognitive wireless networks
    • Oct.
    • R. G. Wendorf and H. Blum, "A channel-change game for multiple interfering cognitive wireless networks," in Military Communi. Conf. (MILCOM), Oct. 2006, pp. 1-7.
    • (2006) Military Communi. Conf. (MILCOM) , pp. 1-7
    • Wendorf, R.G.1    Blum, H.2
  • 135
  • 137
    • 84872373327 scopus 로고    scopus 로고
    • Learning to thrive in a leasing market: An auctioning framework for distributed dynamic spectrum leasing (D-DSL)
    • Cancun, Mexico, Mar.
    • S. K. Jayaweera and M. Bkassiny, "Learning to thrive in a leasing market: an auctioning framework for distributed dynamic spectrum leasing (D-DSL)," in IEEE Wireless Commun. & Networking Conference (WCNC '11), Cancun, Mexico, Mar. 2011.
    • (2011) IEEE Wireless Commun. & Networking Conference (WCNC '11)
    • Jayaweera, S.K.1    Bkassiny, M.2
  • 138
    • 77953312513 scopus 로고    scopus 로고
    • An auction framework for spectrum allocation with interference constraint in cognitive radio networks
    • San Diego, CA, Mar.
    • L. Chen, S. Iellamo, M. Coupechoux, and P. Godlewski, "An auction framework for spectrum allocation with interference constraint in cognitive radio networks," in IEEE INFOCOM '10, San Diego, CA, Mar. 2010, pp. 1-9.
    • (2010) IEEE INFOCOM '10 , pp. 1-9
    • Chen, L.1    Iellamo, S.2    Coupechoux, M.3    Godlewski, P.4
  • 139
    • 80051717758 scopus 로고    scopus 로고
    • Challenges in auction theory driven spectrum management
    • Aug.
    • G. Iosifidis and I. Koutsopoulos, "Challenges in auction theory driven spectrum management," IEEE Commun. Mag., vol. 49, no. 8, pp. 128-135, Aug. 2011.
    • (2011) IEEE Commun. Mag. , vol.49 , Issue.8 , pp. 128-135
    • Iosifidis, G.1    Koutsopoulos, I.2
  • 141
    • 84862804804 scopus 로고    scopus 로고
    • Opportunistic spectrum access in unknown dynamic environment: A game-theoretic stochastic learning solution
    • Apr.
    • Y. Xu, J. Wang, Q. Wu, A. Anpalagan, and Y.-D. Yao, "Opportunistic spectrum access in unknown dynamic environment: A game-theoretic stochastic learning solution," IEEE Trans. Wireless Commun., vol. 11, no. 4, pp. 1380-1391, Apr. 2012.
    • (2012) IEEE Trans. Wireless Commun. , vol.11 , Issue.4 , pp. 1380-1391
    • Xu, Y.1    Wang, J.2    Wu, Q.3    Anpalagan, A.4    Yao, Y.-D.5
  • 142
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • T. Ferguson, "A Bayesian analysis of some nonparametric problems," The Annals of Statistics, vol. 1, pp. 209-230, 1973.
    • (1973) The Annals of Statistics , vol.1 , pp. 209-230
    • Ferguson, T.1
  • 143
    • 0002617436 scopus 로고
    • Ferguson distribution via Polya urn schemes
    • D. Blackwell and J. MacQueen, "Ferguson distribution via Polya urn schemes," The Annals of Statistics, vol. 1, pp. 353-355, 1973.
    • (1973) The Annals of Statistics , vol.1 , pp. 353-355
    • Blackwell, D.1    MacQueen, J.2
  • 147
    • 0021518209 scopus 로고
    • Stochastic relaxation, gibbs distributions, and the bayesian restoration of images
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-6, no. 6, pp. 721-741, nov. 1984. (Pubitemid 15453722)
    • (1984) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman Stuart1    Geman Donald2
  • 154
    • 84907080247 scopus 로고    scopus 로고
    • Cognitive radio spectrum evolution prediction using artificial neural networks based multivariate time series modeling
    • 11th European 1-6, Apr.
    • M. I. Taj and M. Akil, "Cognitive radio spectrum evolution prediction using artificial neural networks based multivariate time series modeling," Wireless Conference 2011-Sustainable Wireless Technologies (European Wireless), 11th European, pp. 1-6, Apr. 2011.
    • (2011) Wireless Conference 2011-Sustainable Wireless Technologies (European Wireless)
    • Taj, M.I.1    Akil, M.2
  • 155
    • 80052334038 scopus 로고    scopus 로고
    • A novel modulation-sensing method
    • Sep.
    • J. Popoola and R. van Olst, "A novel modulation-sensing method," IEEE Veh. Technol. Mag., vol. 6, no. 3, pp. 60-69, Sep. 2011.
    • (2011) IEEE Veh. Technol. Mag. , vol.6 , Issue.3 , pp. 60-69
    • Popoola, J.1    Van Olst, R.2
  • 156
    • 9744257846 scopus 로고    scopus 로고
    • Prediction of chaotic time series based on the recurrent predictor neural network
    • dec.
    • M. Han, J. Xi, S. Xu, and F.-L. Yin, "Prediction of chaotic time series based on the recurrent predictor neural network," IEEE Trans. Signal Process., vol. 52, no. 12, pp. 3409-3416, dec. 2004.
    • (2004) IEEE Trans. Signal Process. , vol.52 , Issue.12 , pp. 3409-3416
    • Han, M.1    Xi, J.2    Xu, S.3    Yin, F.-L.4
  • 168
    • 78951471309 scopus 로고    scopus 로고
    • Sequence detection algorithms for PHY-layer sensing in dynamic spectrum access networks
    • Feb.
    • Z. Sun, G. Bradford, and J. Laneman, "Sequence detection algorithms for PHY-layer sensing in dynamic spectrum access networks," IEEE J. Sel. Topics Signal Process., vol. 5, no. 1, pp. 97-109, Feb. 2011.
    • (2011) IEEE J. Sel. Topics Signal Process. , vol.5 , Issue.1 , pp. 97-109
    • Sun, Z.1    Bradford, G.2    Laneman, J.3
  • 169
    • 85032751919 scopus 로고    scopus 로고
    • Addressing feasibility of cognitive radios
    • Nov.
    • D. Cabric, "Addressing feasibility of cognitive radios," IEEE Signal Processing Mag., vol. 25, no. 6, pp. 85-93, Nov. 2008.
    • (2008) IEEE Signal Processing Mag. , vol.25 , Issue.6 , pp. 85-93
    • Cabric, D.1
  • 170
    • 67651180830 scopus 로고    scopus 로고
    • Replacement of spectrum sensing in cognitive radio
    • June
    • Z. Han, R. Fan, and H. Jiang, "Replacement of spectrum sensing in cognitive radio," IEEE Trans. Wireless Commun., vol. 8, no. 6, pp. 2819-2826, June 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.6 , pp. 2819-2826
    • Han, Z.1    Fan, R.2    Jiang, H.3
  • 171
    • 80855147566 scopus 로고    scopus 로고
    • Design of OMCMAC: An opportunistic multi-channel MAC with QoS provisioning for distributed cognitive radio networks
    • Oct.
    • S. Jha, U. Phuyal, M. Rashid, and V. Bhargava, "Design of OMCMAC: An opportunistic multi-channel MAC with QoS provisioning for distributed cognitive radio networks," IEEE Trans. Wireless Commun., vol. 10, no. 10, pp. 3414-3425, Oct. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.10 , pp. 3414-3425
    • Jha, S.1    Phuyal, U.2    Rashid, M.3    Bhargava, V.4
  • 173
    • 84355161965 scopus 로고    scopus 로고
    • Power control in cognitive radios under cooperative and non-cooperative spectrum sensing
    • Dec.
    • E. C. Y. Peh, Y.-C. Liang, Y. L. Guan, and Y. Zeng, "Power control in cognitive radios under cooperative and non-cooperative spectrum sensing," IEEE Trans. Wireless Commun., vol. 10, no. 12, pp. 4238-4248, Dec. 2011.
    • (2011) IEEE Trans. Wireless Commun. , vol.10 , Issue.12 , pp. 4238-4248
    • Peh, E.C.Y.1    Liang, Y.-C.2    Guan, Y.L.3    Zeng, Y.4
  • 174
    • 65249087826 scopus 로고    scopus 로고
    • Spectrum access games and strategic learning in cognitive radio networks for delay-critical applications
    • Apr.
    • M. van der Schaar and F. Fu, "Spectrum access games and strategic learning in cognitive radio networks for delay-critical applications," Proc. IEEE, vol. 97, no. 4, pp. 720-740, Apr. 2009.
    • (2009) Proc. IEEE , vol.97 , Issue.4 , pp. 720-740
    • Schaar Der M.Van1    Fu, F.2
  • 175
    • 77953312513 scopus 로고    scopus 로고
    • An auction framework for spectrum allocation with interference constraint in cognitive radio networks
    • Mar.
    • L. Chen, S. Iellamo, M. Coupechoux, and P. Godlewski, "An auction framework for spectrum allocation with interference constraint in cognitive radio networks," in Proc. IEEE INFOCOM '10, Mar. 2010, pp. 1-9.
    • (2010) Proc. IEEE INFOCOM '10 , pp. 1-9
    • Chen, L.1    Iellamo, S.2    Coupechoux, M.3    Godlewski, P.4
  • 176
    • 79953191843 scopus 로고    scopus 로고
    • A hybrid approach for radio resource management in heterogeneous cognitive networks
    • Apr.
    • M. Haddad, S. Elayoubi, E. Altman, and Z. Altman, "A hybrid approach for radio resource management in heterogeneous cognitive networks," IEEE J. Sel. Areas Commun., vol. 29, no. 4, pp. 831-842, Apr. 2011.
    • (2011) IEEE J. Sel. Areas Commun. , vol.29 , Issue.4 , pp. 831-842
    • Haddad, M.1    Elayoubi, S.2    Altman, E.3    Altman, Z.4


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