메뉴 건너뛰기




Volumn 59, Issue 7, 2013, Pages 4626-4661

Joint sensing and power allocation in nonconvex cognitive radio games: Nash equilibria and distributed algorithms

Author keywords

Cognitive radio; Distributed algorithms; Game theory; Quasi Nash equilibrium; Spectrum sensing; Variational inequalities

Indexed keywords

ALGORITHMS; COGNITIVE RADIO; COSTS; OPTIMIZATION; PARALLEL ALGORITHMS; TELECOMMUNICATION NETWORKS; VARIATIONAL TECHNIQUES;

EID: 84897583624     PISSN: 00189448     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIT.2013.2239354     Document Type: Article
Times cited : (39)

References (50)
  • 1
    • 85032752314 scopus 로고    scopus 로고
    • Collaborative wideband sensing for cognitive radios: An overview of challenges and solutions
    • Nov
    • Z. Quan, S. Cui, H. V. Poor, and A. H. Sayed, "Collaborative wideband sensing for cognitive radios: An overview of challenges and solutions," IEEE Signal Process. Mag., vol. 25, no. 6, pp. 60-73, Nov. 2008.
    • (2008) IEEE Signal Process. Mag , vol.25 , Issue.6 , pp. 60-73
    • Quan, Z.1    Cui, S.2    Poor, H.V.3    Sayed, A.H.4
  • 2
    • 61549113405 scopus 로고    scopus 로고
    • Optimal multiband joint detection for spectrumsensing in cognitive radio networks
    • Mar
    • Z. Quan, S. Cui, H. V. Poor, and A. H. Sayed, "Optimal multiband joint detection for spectrumsensing in cognitive radio networks," IEEE Trans. Signal Process., vol. 57, no. 3, pp. 1128-1140, Mar. 2009.
    • (2009) IEEE Trans. Signal Process , vol.57 , Issue.3 , pp. 1128-1140
    • Quan, Z.1    Cui, S.2    Poor, H.V.3    Sayed, A.H.4
  • 3
    • 46149091216 scopus 로고    scopus 로고
    • Sensingthroughput tradeoff for cognitive radio networks
    • Apr
    • Y.-C. Liang, Y. Zeng, E. C. Y. Peh, and A. T. Hoang, " Sensingthroughput tradeoff for cognitive radio networks," IEEE Trans. Wireless Commun., vol. 7, no. 4, pp. 1326-1337, Apr. 2008.
    • (2008) IEEE Trans. Wireless Commun , vol.7 , Issue.4 , pp. 1326-1337
    • Liang, Y.-C.1    Zeng, Y.2    Peh, E.C.Y.3    Hoang, A.T.4
  • 4
    • 79951611470 scopus 로고    scopus 로고
    • Optimal wideband spectrum sensing framework for cognitive radio systems
    • Mar
    • P. Paysarvi-Hoseini and N. Beaulieu, "Optimal wideband spectrum sensing framework for cognitive radio systems," IEEE Trans. Signal Process., vol. 59, no. 3, pp. 1170-1182, Mar. 2011.
    • (2011) IEEE Trans. Signal Process , vol.59 , Issue.3 , pp. 1170-1182
    • Paysarvi-Hoseini, P.1    Beaulieu, N.2
  • 5
    • 77949558904 scopus 로고    scopus 로고
    • Optimal multi-channel cooperative sensing in cognitive radio networks
    • Mar
    • F. Rongfei and J. Hai, "Optimal multi-channel cooperative sensing in cognitive radio networks," IEEE Trans. Wireless Commun., vol. 9, no. 3, pp. 1128-1138, Mar. 2010.
    • (2010) IEEE Trans. Wireless Commun , vol.9 , Issue.3 , pp. 1128-1138
    • Rongfei, F.1    Hai, J.2
  • 7
    • 77951125158 scopus 로고    scopus 로고
    • Joint optimization of detection thresholds and power allocation for opportunistic access inmulticarrier cognitive radio networks
    • Dutch Antilles, USA, Dec. 13-16
    • S. Barbarossa, S. Sadellitti, and G. Scutari, "Joint optimization of detection thresholds and power allocation for opportunistic access inmulticarrier cognitive radio networks," in Proc. IEEE 3rd Int. Workshop Comput. Adv. Multi-Sens. Adapt. Process., Dutch Antilles, USA, Dec. 13-16, 2009, pp. 404-407.
    • (2009) Proc. IEEE 3rd Int. Workshop Comput. Adv. Multi-Sens. Adapt. Process , pp. 404-407
    • Barbarossa, S.1    Sadellitti, S.2    Scutari, G.3
  • 8
    • 70749089661 scopus 로고    scopus 로고
    • Howmuch time is needed for wideband spectrum sensing?
    • Nov
    • Y. Pei, Y.-C. Liang, K. C. Teh, and K. H. Li, "Howmuch time is needed for wideband spectrum sensing?," IEEE Trans.Wireless Commun., vol. 8, no. 11, pp. 5466-5471, Nov. 2008.
    • (2008) IEEE Trans.Wireless Commun , vol.8 , Issue.11 , pp. 5466-5471
    • Pei, Y.1    Liang, Y.-C.2    Teh, K.C.3    Li, K.H.4
  • 10
    • 84871959222 scopus 로고    scopus 로고
    • Non-cooperative power allocation gamewith imperfect sensing information for cognitive radios
    • Prague, Czech Republic, May 22-27
    • X. Huang and B. Beferull-Lozano, "Non-cooperative power allocation gamewith imperfect sensing information for cognitive radios," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Proc. (ICASSP 2011), Prague, Czech Republic, May 22-27, 2011, pp. 1666-1671.
    • (2011) Proc. IEEE Int. Conf. Acoust., Speech, Signal Proc. (ICASSP 2011) , pp. 1666-1671
    • Huang, X.1    Beferull-Lozano, B.2
  • 11
    • 33847718286 scopus 로고    scopus 로고
    • Dynamic spectrum access with qos and interference temperature constraints
    • Apr
    • Y. Xing, C. N. Mathur, M. Haleem, R. Chandramouli, and K. Subbalakshmi, "Dynamic spectrum access with QoS and interference temperature constraints," IEEE Trans. Mobile Comput., vol. 6, no. 4, pp. 423-433, Apr. 2007.
    • (2007) IEEE Trans. Mobile Comput , vol.6 , Issue.4 , pp. 423-433
    • Xing, Y.1    Mathur, C.N.2    Haleem, M.3    Chandramouli, R.4    Subbalakshmi, K.5
  • 12
    • 67249150109 scopus 로고    scopus 로고
    • Asynchronous distributed power control under interference temperature constraints
    • New Orleans, LA, USA, Nov. 4
    • Q. Lu, W. Wang, W. Wang, and T. Peng, "Asynchronous distributed power control under interference temperature constraints," in Proc. IEEE Global Telecommun. Conf., New Orleans, LA, USA, Nov. 4, 2008, pp. 1-5.
    • (2008) Proc. IEEE Global Telecommun. Conf , pp. 1-5
    • Lu, Q.1    Wang, W.2    Wang, W.3    Peng, T.4
  • 13
    • 36348954914 scopus 로고    scopus 로고
    • Optimal power control under interference temperature constraints in cognitive radio network
    • Hong Kong, Mar. 11-15
    • W. Wang, T. Peng, and W. Wang, "Optimal power control under interference temperature constraints in cognitive radio network," in Proc. IEEE Wireless Commun. Netw. Conf., Hong Kong, Mar. 11-15, 2008, pp. 116-120.
    • (2008) Proc. IEEE Wireless Commun. Netw. Conf , pp. 116-120
    • Wang, W.1    Peng, T.2    Wang, W.3
  • 14
    • 85032780018 scopus 로고    scopus 로고
    • Distributed resource allocation schemes: Pricing algorithms for power control and beamformer design in interference networks
    • Sep
    • D. Schmidt, C. Shi, R. Berry, M. Honig, and W. Utschick, "Distributed resource allocation schemes: Pricing algorithms for power control and beamformer design in interference networks," IEEE Signal Process. Mag., vol. 26, no. 5, pp. 53-63, Sep. 2009.
    • (2009) IEEE Signal Process. Mag , vol.26 , Issue.5 , pp. 53-63
    • Schmidt, D.1    Shi, C.2    Berry, R.3    Honig, M.4    Utschick, W.5
  • 15
    • 40849106459 scopus 로고    scopus 로고
    • Spectrum management: Complexity and duality
    • Feb
    • Z.-Q. Luo and S. Zhang, "Spectrum management: Complexity and duality," J. Sel. Topics Signal Process., vol. 2, no. 1, pp. 57-72, Feb. 2008.
    • (2008) J. Sel. Topics Signal Process , vol.2 , Issue.1 , pp. 57-72
    • Luo, Z.-Q.1    Zhang, S.2
  • 16
    • 33746366198 scopus 로고    scopus 로고
    • Dual methods for nonconvex spectrum optimization of multicarrier systems
    • DOI 10.1109/TCOMM.2006.877962
    • W. Yu and R. Lui, "Dual methods for nonconvex spectrum optimization of multicarrier systems," IEEE Trans. Commun., vol. 54, no. 7, pp. 1310-1322, Jul. 2006. (Pubitemid 44111460)
    • (2006) IEEE Transactions on Communications , vol.54 , Issue.7 , pp. 1310-1322
    • Yu, W.1    Lui, R.2
  • 17
    • 80051627748 scopus 로고    scopus 로고
    • Nonconvex utility maximization in gaussian miso broadcast and interference channels
    • Prague, Czech Republic, Mar. 22-27
    • M. Rossi, A. M. Tulino, O. Simeone, and A. M. Haimovich, "Nonconvex utility maximization in Gaussian MISO broadcast and interference channels," in Proc. Int. Conf. Acoust., Speech Signal Process., Prague, Czech Republic, Mar. 22-27, 2011, pp. 2960-2963.
    • (2011) Proc. Int. Conf. Acoust., Speech Signal Process , pp. 2960-2963
    • Rossi, M.1    Tulino, A.M.2    Simeone, O.3    Haimovich, A.M.4
  • 18
    • 33645658584 scopus 로고    scopus 로고
    • Analysis of iterative waterfilling algorithm for multiuser power control in digital subscriber lines
    • May
    • Z.-Q. Luo and J.-S. Pang, "Analysis of iterative waterfilling algorithm for multiuser power control in digital subscriber lines," EURASIP J. Appl. Signal Process., vol. 2006, pp. 1-10, May 2006.
    • (2006) EURASIP J. Appl. Signal Process , vol.2006 , pp. 1-10
    • Luo, Z.-Q.1    Pang, J.-S.2
  • 19
    • 40749102900 scopus 로고    scopus 로고
    • Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part i & ii: Nash equilibria and distributed algorithms
    • Mar
    • G. Scutari, D. P. Palomar, and S. Barbarossa, "Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I & II: Nash equilibria and distributed algorithms," IEEE Trans. Signal Process., vol. 56, no. 3, pp. 1230-1267, Mar. 2008.
    • (2008) IEEE Trans. Signal Process , vol.56 , Issue.3 , pp. 1230-1267
    • Scutari, G.1    Palomar, D.P.2    Barbarossa, S.3
  • 20
    • 40749122632 scopus 로고    scopus 로고
    • Asynchronous iterative water-filling for gaussian frequency-selective interference channels
    • Jul
    • G. Scutari, D. P. Palomar, and S. Barbarossa, "Asynchronous iterative water-filling for Gaussian frequency-selective interference channels," IEEE Trans. Inf. Theory, vol. 54, no. 7, pp. 2868-2878, Jul. 2008.
    • (2008) IEEE Trans. Inf. Theory , vol.54 , Issue.7 , pp. 2868-2878
    • Scutari, G.1    Palomar, D.P.2    Barbarossa, S.3
  • 21
    • 77952557725 scopus 로고    scopus 로고
    • Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
    • Jun
    • J.-S. Pang, G. Scutari, D. P. Palomar, and F. Facchinei, "Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach," IEEE Trans. Signal Process., vol. 58, no. 6, pp. 3251-3271, Jun. 2010.
    • (2010) IEEE Trans. Signal Process , vol.58 , Issue.6 , pp. 3251-3271
    • Pang, J.-S.1    Scutari, G.2    Palomar, D.P.3    Facchinei, F.4
  • 23
    • 61349179600 scopus 로고    scopus 로고
    • Utility optimal random medium access control: Reduced complexity, fast convergence, and robust performance
    • Feb
    • H. Mohsenian-Rad, J. Huang, M. Chiang, and V. W. Wong, "Utility optimal random medium access control: Reduced complexity, fast convergence, and robust performance," IEEE Trans. Wireless Commun., vol. 8, no. 2, pp. 2984-2993, Feb. 2009.
    • (2009) IEEE Trans. Wireless Commun , vol.8 , Issue.2 , pp. 2984-2993
    • Mohsenian-Rad, H.1    Huang, J.2    Chiang, M.3    Wong, V.W.4
  • 24
    • 85032768389 scopus 로고    scopus 로고
    • Game theory and the frequency selective interference channel
    • Sep
    • A. Leshem and E. Zehavi, "Game theory and the frequency selective interference channel," IEEE Signal Process. Mag., vol. 26, no. 5, pp. 28-40, Sep. 2009.
    • (2009) IEEE Signal Process. Mag , vol.26 , Issue.5 , pp. 28-40
    • Leshem, A.1    Zehavi, E.2
  • 25
    • 85032767989 scopus 로고    scopus 로고
    • Game theory and the flat-fading gaussian interference channel
    • Sep
    • E. Larsson, E. Jorswieck, J. Lindblom, and R. Mochaourab, "Game theory and the flat-fading Gaussian interference channel," IEEE Signal Process. Mag., vol. 26, no. 5, pp. 18-27, Sep. 2009.
    • (2009) IEEE Signal Process. Mag , vol.26 , Issue.5 , pp. 18-27
    • Larsson, E.1    Jorswieck, E.2    Lindblom, J.3    Mochaourab, R.4
  • 26
    • 84876257703 scopus 로고    scopus 로고
    • Nonconvex cognitive radio games: Quasiequilibria
    • May
    • J.-S. Pang and G. Scutari, "Nonconvex cognitive radio games: Quasiequilibria," IEEE Trans. Signal Process., vol. 61, no. 9, pp. 2366-2382, May 2013.
    • (2013) IEEE Trans. Signal Process , vol.61 , Issue.9 , pp. 2366-2382
    • Pang, J.-S.1    Scutari, G.2
  • 27
    • 0000579136 scopus 로고
    • Existence and uniqueness of equilibrium points for concave n-person games
    • Jul
    • J. Rosen, "Existence and uniqueness of equilibrium points for concave n-person games," Econometrica, vol. 33, no. 3, pp. 520-534, Jul. 1965.
    • (1965) Econometrica , vol.33 , Issue.3 , pp. 520-534
    • Rosen, J.1
  • 29
    • 0000655673 scopus 로고
    • Characterizations of the existence of equilibria in games with discontinuous and non-quasiconcave payoffs
    • Oct
    • M. R. Baye, G. Tian, and J. Zhou, "Characterizations of the existence of equilibria in games with discontinuous and non-quasiconcave payoffs," Rev. Econ. Stud., vol. 60, no. 4, pp. 935-948, Oct. 1993.
    • (1993) Rev. Econ. Stud , vol.60 , Issue.4 , pp. 935-948
    • Baye, M.R.1    Tian, G.2    Zhou, J.3
  • 30
    • 0035341612 scopus 로고    scopus 로고
    • Existence of generalized equilibria
    • B. Corneta and M.-O. Czarnecki, "Existence of generalized equilibria," Nonlinear Anal., vol. 44, pp. 555-574, 2001.
    • (2001) Nonlinear Anal , vol.44 , pp. 555-574
    • Corneta, B.1    Czarnecki, M.-O.2
  • 31
    • 84856028470 scopus 로고    scopus 로고
    • Nonconvex games with side constraints
    • Dec
    • J.-S. Pang and G. Scutari, "Nonconvex games with side constraints," SIAM J. Optim., vol. 21, no. 4, pp. 1491-1522, Dec. 2011.
    • (2011) SIAM J. Optim , vol.21 , Issue.4 , pp. 1491-1522
    • Pang, J.-S.1    Scutari, G.2
  • 32
    • 85032758255 scopus 로고    scopus 로고
    • Convex optimization, game theory, and variational inequality theory in multiuser communication systems
    • May
    • G. Scutari, D. Palomar, F. Facchinei, and J.-S. Pang, "Convex optimization, game theory, and variational inequality theory in multiuser communication systems," IEEE Signal Process. Mag., vol. 27, no. 3, pp. 35-49, May 2010.
    • (2010) IEEE Signal Process. Mag , vol.27 , Issue.3 , pp. 35-49
    • Scutari, G.1    Palomar, D.2    Facchinei, F.3    Pang, J.-S.4
  • 36
    • 84926080626 scopus 로고    scopus 로고
    • Nash equilibria: The variational approach
    • D. P. Palomar and Y. C. Eldar, Eds. London, U.K.: Cambridge Univ. Press
    • F. Facchinei and J.-S. Pang, Nash Equilibria: The Variational Approach, Convex Optimization in Signal Processing and Communications, D. P. Palomar and Y. C. Eldar, Eds. London, U.K.: Cambridge Univ. Press, 2009.
    • (2009) Convex Optimization in Signal Processing and Communications
    • Facchinei, F.1    Pang, J.-S.2
  • 38
    • 80053152389 scopus 로고    scopus 로고
    • Joint sensing and power allocation in nonconvex cognitive radiogames:quasi-nash equilibria
    • Corfu, Greece, Jul. 6-8
    • G. Scutari and J.-S. Pang, "Joint sensing and power allocation in nonconvex cognitive radiogames:Quasi-Nash equilibria," inProc. 17thInt. Conf.Digital Signal Process., Corfu, Greece, Jul. 6-8, 2011, pp. 1-8.
    • (2011) Proc. 17thInt. Conf.Digital Signal Process , pp. 1-8
    • Scutari, G.1    Pang, J.-S.2
  • 40
    • 34547927999 scopus 로고    scopus 로고
    • Autonomous spectrum balancing for digital subscriber lines
    • DOI 10.1109/TSP.2007.895989
    • R. Cendrillon, J. Huang, M. Chiang, and M. Moonen, "Autonomous spectrum balancing for digital subscriber lines," IEEE Trans. Signal Process., vol. 55, no. 8, pp. 4241-4257, Aug. 2007. (Pubitemid 47263358)
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.8 , pp. 4241-4257
    • Cendrillon, R.1    Huang, J.2    Chiang, M.3    Moonen, M.4
  • 41
    • 85032752025 scopus 로고    scopus 로고
    • Flexible design of cognitive radio wireless systems: From game theory to variational inequality theory
    • Sep
    • G. Scutari, D. Palomar, F. Facchinei, and J.-S. Pang, "Flexible design of cognitive radio wireless systems: From game theory to variational inequality theory," IEEE Signal Process. Mag., vol. 26, no. 5, pp. 107-123, Sep. 2009.
    • (2009) IEEE Signal Process. Mag , vol.26 , Issue.5 , pp. 107-123
    • Scutari, G.1    Palomar, D.2    Facchinei, F.3    Pang, J.-S.4
  • 43
    • 84864674645 scopus 로고    scopus 로고
    • Joint optimization of sensing and radio resource allocation in collaborative femtocell networks
    • presented at, Baiona, Spain, May 28-30
    • S. Barbarossa and S. Sadellitti, "Joint optimization of sensing and radio resource allocation in collaborative femtocell networks," presented at the 3rd Int.Workshop Cognit. Inf. Process., Baiona, Spain, May 28-30, 2012.
    • (2012) The 3rd Int.Workshop Cognit. Inf. Process
    • Barbarossa, S.1    Sadellitti, S.2
  • 44
    • 0011264117 scopus 로고
    • Ph.D. dissertation, Dept. Elect. Eng. Comput. Sci., Massachusetts Institute of Technology, Cambridge, MA, USA
    • J. N. Tsitsiklis, "Problems in decentralized decision making and computation," Ph.D. dissertation, Dept. Elect. Eng. Comput. Sci., Massachusetts Institute of Technology, Cambridge, MA, USA, 1984.
    • (1984) "problems in Decentralized Decision Making and Computation
    • Tsitsiklis, J.N.1
  • 45
    • 64149119332 scopus 로고    scopus 로고
    • Consensus and cooperation in networked multi-agent systems
    • Jan
    • R. Olfati-Saber, J. A. Fax, and R. M. Murray, "Consensus and cooperation in networked multi-agent systems," Proc. IEEE, vol. 95, no. 1, pp. 215-223, Jan. 2007.
    • (2007) Proc. IEEE , vol.95 , Issue.1 , pp. 215-223
    • Olfati-Saber, R.1    Fax, J.A.2    Murray, R.M.3
  • 46
    • 41849127124 scopus 로고    scopus 로고
    • Distributed decision through self-synchronizing sensor networks in the presence of propagation delays and asymmetric channels
    • DOI 10.1109/TSP.2007.909377
    • G. Scutari, S. Barbarossa, and L. Pescosolido, "Distributed decision through self-synchronizing sensor networks in the presence of propagation delays and asymmetric channels," IEEE Trans. Signal Process., vol. 56, no. 4, pp. 1667-1684, Apr. 2008. (Pubitemid 351493858)
    • (2008) IEEE Transactions on Signal Processing , vol.56 , Issue.4 , pp. 1667-1684
    • Scutari, G.1    Barbarossa, S.2    Pescosolido, L.3
  • 47
    • 43349106879 scopus 로고    scopus 로고
    • Distributed function calculation and consensus using linear iterative strategies
    • DOI 10.1109/JSAC.2008.080507, 4497790
    • S. Sundaram and C. N. Hadjicostis, "Distributed function calculation and consensus using linear iterative strategies," IEEE J. Sel. Areas Commun., vol. 26, no. 4, pp. 650-660, May 2008. (Pubitemid 351658780)
    • (2008) IEEE Journal on Selected Areas in Communications , vol.26 , Issue.4 , pp. 650-660
    • Sundaram, S.1    Hadjicostis, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.