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Volumn 11, Issue 4, 2012, Pages 1380-1391

Opportunistic spectrum access in unknown dynamic environment: A game-theoretic stochastic learning solution

Author keywords

Cognitive radio networks; distributed channel selection; exact potential game; opportunistic spectrum access; stochastic learning automata

Indexed keywords

COGNITIVE RADIO NETWORK; DISTRIBUTED CHANNELS; EXACT POTENTIAL GAME; OPPORTUNISTIC SPECTRUM ACCESS; STOCHASTIC LEARNING AUTOMATA;

EID: 84862804804     PISSN: 15361276     EISSN: None     Source Type: Journal    
DOI: 10.1109/TWC.2012.020812.110025     Document Type: Article
Times cited : (272)

References (35)
  • 1
    • 0033171330 scopus 로고    scopus 로고
    • Cognitive radio: Making software radios more personal
    • Aug.
    • J. Mitola and G. Q. Maguire, "Cognitive radio: making software radios more personal", IEEE Personal Commun., vol. 6, no. 4, pp. 13-18, Aug. 1999.
    • (1999) IEEE Personal Commun. , vol.6 , Issue.4 , pp. 13-18
    • Mitola, J.1    Maguire, G.Q.2
  • 2
    • 13844296408 scopus 로고    scopus 로고
    • Cognitive radio: Brain-empowered wireless communications
    • S. Haykin, "Cognitive radio: brain-empowered wireless communications", IEEE J. Sel. Areas Commun., vol. 23, no. 2, pp. 201-220, 2005.
    • (2005) IEEE J. Sel. Areas Commun. , vol.23 , Issue.2 , pp. 201-220
    • Haykin, S.1
  • 3
    • 34247227184 scopus 로고    scopus 로고
    • What and how much to gain by spectrum agility?
    • C. T. Chou, N. S. Shankar, H. Kim, et al., "What and how much to gain by spectrum agility?" IEEE J. Sel. Areas Commun., vol. 25, no. 3, pp. 576-588, 2007.
    • (2007) IEEE J. Sel. Areas Commun. , vol.25 , Issue.3 , pp. 576-588
    • Chou, C.T.1    Shankar, N.S.2    Kim, H.3
  • 4
    • 55149102797 scopus 로고    scopus 로고
    • How much spectrum sharing is optimal in cognitive radio networks?
    • S. Srinivasa and S. Jafar, "How much spectrum sharing is optimal in cognitive radio networks?" IEEE Trans. Wireless Commun., vol. 7, no. 10, pp. 4010-4018, 2008.
    • (2008) IEEE Trans. Wireless Commun. , vol.7 , Issue.10 , pp. 4010-4018
    • Srinivasa, S.1    Jafar, S.2
  • 5
    • 33845627107 scopus 로고    scopus 로고
    • Adaptive channel allocation spectrum etiquette for cognitive radio networks
    • N. Nie and C. Comaniciu, "Adaptive channel allocation spectrum etiquette for cognitive radio networks", Mobile Networks & Applications, vol. 11, no. 6, pp. 779-797, 2006.
    • (2006) Mobile Networks & Applications , vol.11 , Issue.6 , pp. 779-797
    • Nie, N.1    Comaniciu, C.2
  • 6
    • 65949113835 scopus 로고    scopus 로고
    • Efficient MAC in cognitive radio systems: A game-theoretic approach
    • M. Felegyhazi, M. Cagalj, and J. P. Hubaux, "Efficient MAC in cognitive radio systems: a game-theoretic approach", IEEE Trans. Wireless Commun., vol. 8, no. 4, pp. 1984-1995, 2009.
    • (2009) IEEE Trans. Wireless Commun. , vol.8 , Issue.4 , pp. 1984-1995
    • Felegyhazi, M.1    Cagalj, M.2    Hubaux, J.P.3
  • 7
    • 61649121728 scopus 로고    scopus 로고
    • Decentralized dynamic spectrum access for cognitive radios: Cooperative design of a noncooperative game
    • 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, 2009.
    • (2009) IEEE Trans. Commun. , vol.57 , Issue.2 , pp. 459-469
    • Maskery, M.1    Krishnamurthy, V.2    Zhao, Q.3
  • 8
    • 0028423534 scopus 로고
    • Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information
    • P. Sastry, V. Phansalkar, and M. Thathachar, "Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information", IEEE Trans. Syst., Man, Cybern. B, vol. 24, no. 5, pp. 769-777, 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern. B , vol.24 , Issue.5 , pp. 769-777
    • Sastry, P.1    Phansalkar, V.2    Thathachar, M.3
  • 9
    • 34247229185 scopus 로고    scopus 로고
    • Decentralized cognitive MAC for opportunistic spectrum access in ad hoc networks: A POMDP framework
    • Q. Zhao, L. Tong, A. Swami, et al., "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, 2007.
    • (2007) IEEE J. Sel. Areas Commun. , vol.25 , Issue.3 , pp. 589-600
    • Zhao, Q.1    Tong, L.2    Swami, A.3
  • 10
    • 69449100462 scopus 로고    scopus 로고
    • Optimality of myopic sensing in multichannel opportunistic access
    • S. Ahmad, M. Liu, T. Javidi, et al., "Optimality of myopic sensing in multichannel opportunistic access", IEEE Trans. Inf. Theory, vol. 55, no. 9, pp. 4040-4050, 2009.
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.9 , pp. 4040-4050
    • Ahmad, S.1    Liu, M.2    Javidi, T.3
  • 11
    • 60549095948 scopus 로고    scopus 로고
    • Distributed spectrum sensing and access in cognitive radio networks with energy constraint
    • Y. Chen, Q. Zhao, and A. Swami, "Distributed spectrum sensing and access in cognitive radio networks with energy constraint", IEEE Trans. Signal Process., vol. 57, no. 2, pp. 783-797, 2009.
    • (2009) IEEE Trans. Signal Process. , vol.57 , Issue.2 , pp. 783-797
    • Chen, Y.1    Zhao, Q.2    Swami, A.3
  • 12
    • 43749094330 scopus 로고    scopus 로고
    • Joint design and separation principle for opportunistic spectrum access in the presence of sensing errors
    • May
    • 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.
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.5 , pp. 2053-2071
    • Chen, Y.1    Zhao, Q.2    Swami, A.3
  • 14
    • 77953180719 scopus 로고    scopus 로고
    • Learning multiuser channel allocations in cognitive radio networks: A combinatorial multi-armed bandit formulation
    • Y. Gai, B. Krishnamachari, and R. Jain, "Learning multiuser channel allocations in cognitive radio networks: a combinatorial multi-armed bandit formulation", in Proc. IEEE DySPAN 2010, pp. 1-9.
    • Proc. IEEE DySPAN 2010 , pp. 1-9
    • Gai, Y.1    Krishnamachari, B.2    Jain, R.3
  • 15
    • 79953827701 scopus 로고    scopus 로고
    • Distributed learning in multi-armed bandit with multiple players
    • K. Liu and Q. Zhao, "Distributed learning in multi-armed bandit with multiple players", IEEE Trans. Signal Process., vol. 58, no. 11, pp. 5667-5681, 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , Issue.11 , pp. 5667-5681
    • Liu, K.1    Zhao, Q.2
  • 16
    • 77953320021 scopus 로고    scopus 로고
    • Opportunistic spectrum access with multiple users: Learning under competition
    • A. Anandkumar, N. Michael, and A. Tang, "Opportunistic spectrum access with multiple users: learning under competition", in Proc. 2010 IEEE INFOCOM, pp. 1-9.
    • Proc. 2010 IEEE INFOCOM , pp. 1-9
    • Anandkumar, A.1    Michael, N.2    Tang, A.3
  • 17
    • 74949099926 scopus 로고    scopus 로고
    • Multi-agent Q-learning of channel selection in multi-user cognitive radio systems: A two by two case
    • H. Li, "Multi-agent Q-learning of channel selection in multi-user cognitive radio systems: a two by two case", in Proc. 2009 IEEE International Conference on Systems, Man and Cybernetics, pp. 1893-1898.
    • Proc. 2009 IEEE International Conference on Systems, Man and Cybernetics , pp. 1893-1898
    • Li, H.1
  • 18
    • 80052138454 scopus 로고    scopus 로고
    • Game theoretic channel selection for opportunistic spectrum access with unknown prior information
    • Y. Xu, Q. Wu, and J. Wang, "Game theoretic channel selection for opportunistic spectrum access with unknown prior information", in Proc. IEEE ICC 2011, pp. 1-5.
    • Proc. IEEE ICC 2011 , pp. 1-5
    • Xu, Y.1    Wu, Q.2    Wang, J.3
  • 19
    • 54249122486 scopus 로고    scopus 로고
    • SARA: Stochastic automata rate adaptation for IEEE 802.11 networks
    • T. Joshi, D. Ahuja, D. Singh, et al., "SARA: stochastic automata rate adaptation for IEEE 802.11 networks", IEEE Trans. Parallel Distrib. Syst., vol. 19, no. 11, pp. 1579-1590, 2008.
    • (2008) IEEE Trans. Parallel Distrib. Syst. , vol.19 , Issue.11 , pp. 1579-1590
    • Joshi, T.1    Ahuja, D.2    Singh, D.3
  • 20
    • 50149095089 scopus 로고    scopus 로고
    • Stochastic learning solution for distributed discrete power control game in wireless data networks
    • Y. Xing and R. Chandramouli, "Stochastic learning solution for distributed discrete power control game in wireless data networks", IEEE/ACM Trans. Netw., vol. 16, no. 4, pp. 932-944, 2008.
    • (2008) IEEE/ACM Trans. Netw. , vol.16 , Issue.4 , pp. 932-944
    • Xing, Y.1    Chandramouli, R.2
  • 21
    • 77951828233 scopus 로고    scopus 로고
    • Game theoretic multimode precoding strategy selection for MIMO multiple access channels
    • W. Zhong, Y. Xu, M. Tao, et al., "Game theoretic multimode precoding strategy selection for MIMO multiple access channels", IEEE Signal Process. Lett., vol. 17, no. 6, pp. 563-566, 2010.
    • (2010) IEEE Signal Process. Lett. , vol.17 , Issue.6 , pp. 563-566
    • Zhong, W.1    Xu, Y.2    Tao, M.3
  • 22
    • 84863337935 scopus 로고    scopus 로고
    • Opportunistic spectrum access in cognitive radio networks: Global optimization using local interaction games
    • doi: 10.1109/JSTSP.2011.2176916
    • Y. Xu, J. Wang, Q. Wu, et al., "Opportunistic spectrum access in cognitive radio networks: global optimization using local interaction games", IEEE J. Sel. Topics Signal Process. doi: 10.1109/JSTSP.2011. 2176916.
    • IEEE J. Sel. Topics Signal Process
    • Xu, Y.1    Wang, J.2    Wu, Q.3
  • 24
    • 50649091148 scopus 로고    scopus 로고
    • A game-theoretic framework for medium access control
    • T. Cui, L. Chen, and S. H. Low, "A game-theoretic framework for medium access control", IEEE J. Sel. Areas Commun., vol. 26, no. 7, pp. 1116-1127, 2008.
    • (2008) IEEE J. Sel. Areas Commun. , vol.26 , Issue.7 , pp. 1116-1127
    • Cui, T.1    Chen, L.2    Low, S.H.3
  • 25
    • 58249137672 scopus 로고    scopus 로고
    • Distributed opportunistic scheduling for ad hoc networks with random access: An optimal stopping approach
    • D. Zheng, W. Ge, and J. Zhang, "Distributed opportunistic scheduling for ad hoc networks with random access: an optimal stopping approach", IEEE Trans. Inf. Theory, vol. 55, no. 1, pp. 205-222, 2009.
    • (2009) IEEE Trans. Inf. Theory , vol.55 , Issue.1 , pp. 205-222
    • Zheng, D.1    Ge, W.2    Zhang, J.3
  • 28
    • 0003773445 scopus 로고
    • A quantitative measure of fairness and discrimination for resource allocation in shared computer system
    • R. Jain, D. Chiu, and W. Haws, "A quantitative measure of fairness and discrimination for resource allocation in shared computer system", Technical Report, 1984.
    • (1984) Technical Report
    • Jain, R.1    Chiu, D.2    Haws, W.3
  • 29
    • 84855403388 scopus 로고    scopus 로고
    • Social welfare maximization for SRSNs using bio-inspired community cooperation mechanism
    • Y. Xu, Q. Wu, J. Wang, et al., "Social welfare maximization for SRSNs using bio-inspired community cooperation mechanism", Chinese Sci. Bull., vol. 57, no. 1, pp. 125-131, 2012.
    • (2012) Chinese Sci. Bull. , vol.57 , Issue.1 , pp. 125-131
    • Xu, Y.1    Wu, Q.2    Wang, J.3
  • 30
    • 61349086863 scopus 로고    scopus 로고
    • Joint strategy fictitious play with inertia for potential games
    • J. Marden, G. Arslan, and J. Shamma, "Joint strategy fictitious play with inertia for potential games", IEEE Trans. Automatic Control, vol. 54, no. 2, pp. 208-220, 2009.
    • (2009) IEEE Trans. Automatic Control , vol.54 , Issue.2 , pp. 208-220
    • Marden, J.1    Arslan, G.2    Shamma, J.3
  • 32
    • 77953355017 scopus 로고    scopus 로고
    • Rate adaptation games in wireless LANs: Nash equilibrium and price of anarchy
    • P. Chaporkar, A. Proutiere, and B. Radunoviac, "Rate adaptation games in wireless LANs: Nash equilibrium and price of anarchy", in Proc. IEEE INFOCOM 2010, pp. 1-9.
    • Proc. IEEE INFOCOM 2010 , pp. 1-9
    • Chaporkar, P.1    Proutiere, A.2    Radunoviac, B.3
  • 34
    • 77954448602 scopus 로고    scopus 로고
    • Analysis on channel bonding/aggregation for multi-channel cognitive radio networks
    • L. Jiao, V. Pla, and F. Li, "Analysis on channel bonding/aggregation for multi-channel cognitive radio networks", in Proc. 2010 European Wireless Conference, pp. 468-474.
    • Proc. 2010 European Wireless Conference , pp. 468-474
    • Jiao, L.1    Pla, V.2    Li, F.3


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