{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T04:22:06Z","timestamp":1747196526432,"version":"3.40.5"},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2014,11,15]],"date-time":"2014-11-15T00:00:00Z","timestamp":1416009600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Wireless Netw"],"published-print":{"date-parts":[[2015,5]]},"DOI":"10.1007\/s11276-014-0844-5","type":"journal-article","created":{"date-parts":[[2014,11,15]],"date-time":"2014-11-15T03:40:44Z","timestamp":1416022844000},"page":"1211-1226","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Distributed channel assignment for network MIMO: game-theoretic formulation and stochastic learning"],"prefix":"10.1007","volume":"21","author":[{"given":"Li-Chuan","family":"Tseng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng-Tsun","family":"Chien","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ronald Y.","family":"Chang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei-Ho","family":"Chung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"ChingYao","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Abdelwaheb","family":"Marzouki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,11,15]]},"reference":[{"key":"844_CR1","unstructured":"Zhang, H., Dai, H., & Zhou, Q. (2004). Base station cooperation for multiuser MIMO: Joint transmission and BS selection. In Proceedings of IEEE CISS \u201904."},{"issue":"7","key":"844_CR2","doi-asserted-by":"crossref","first-page":"3494","DOI":"10.1109\/TVT.2009.2014384","volume":"58","author":"RY Chang","year":"2009","unstructured":"Chang, R. Y., Tao, Z., Zhang, J., & Kuo, C.-C. J. (2009). Multicell OFDMA downlink resource allocation using a graphic framework. IEEE Transactions on Vehicular Technology, 58(7), 3494\u20133507.","journal-title":"IEEE Transactions on Vehicular Technology"},{"key":"844_CR3","doi-asserted-by":"crossref","unstructured":"Hadisusanto, Y., Thiele, L., & Jungnickel, V. (2008). Distributed base station cooperation via block-diagonalization and dual-decomposition. In Proceedings of IEEE GLOBECOM \u201908, pp. 1\u20135.","DOI":"10.1109\/GLOCOM.2008.ECP.680"},{"issue":"2","key":"844_CR4","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1109\/TSP.2003.821107","volume":"52","author":"QH Spencer","year":"2004","unstructured":"Spencer, Q. H., Swindlehurst, A. L., & Haardt, M. (2004). Zero-forcing methods for downlink spatial multiplexing in multiuser MIMO channels. IEEE Transactions on Signal Processing, 52(2), 461\u2013471.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"844_CR5","doi-asserted-by":"crossref","unstructured":"Caire, G., Ramprashad, S. A., & Papadopoulos, H. C. (2010). Rethinking network MIMO: Cost of CSIT, performance analysis, and architecture comparisons. In Proceedings of ITA \u201910, pp. 1\u201310.","DOI":"10.1109\/ITA.2010.5454094"},{"issue":"4","key":"844_CR6","doi-asserted-by":"crossref","first-page":"1910","DOI":"10.1109\/TWC.2009.080180","volume":"8","author":"J Zhang","year":"2009","unstructured":"Zhang, J., Chen, R., Andrews, J. G., Ghosh, A., & Heath, R. W. (2009). Networked MIMO with clustered linear precoding. IEEE Transactions on Wireless Communications, 8(4), 1910\u20131921.","journal-title":"IEEE Transactions on Wireless Communications"},{"key":"844_CR7","doi-asserted-by":"crossref","unstructured":"Kaviani, S., Simeone, O., Krzymien, W. A., & Shamai, S. (2011, December). Linear MMSE precoding and equalization for network MIMO with partial cooperation. In Proceedings of IEEE GLOBECOM \u201911, pp. 1\u20136.","DOI":"10.1109\/GLOCOM.2011.6134245"},{"key":"844_CR8","doi-asserted-by":"crossref","unstructured":"de Kerret, P., & Gesbert, D. (2012, April). Sparse precoding in multicell MIMO systems. In Proceedings of IEEE WCNC \u201912, pp. 958\u2013962.","DOI":"10.1109\/WCNC.2012.6214513"},{"key":"844_CR9","doi-asserted-by":"crossref","unstructured":"de Kerret, P., & Gesbert, D. (2011, August). The multiplexing gain of a two-cell MIMO channel with unequal CSI. In Proceedings of IEEE ISIT \u201911, pp. 558\u2013562.","DOI":"10.1109\/ISIT.2011.6034190"},{"key":"844_CR10","doi-asserted-by":"crossref","unstructured":"Zakhour, R., Ho, Z., & Gesbert, D. (2009, April). Distributed beamforming coordination in multicell MIMO channels. In Proceedings of IEEE VTC Spring \u201909, pp. 1\u20135.","DOI":"10.1109\/VETECS.2009.5073500"},{"issue":"8","key":"844_CR11","doi-asserted-by":"crossref","first-page":"2444","DOI":"10.1109\/TWC.2010.061710.091648","volume":"9","author":"R Zakhour","year":"2010","unstructured":"Zakhour, R., & Gesbert, D. (2010). Distributed multicell-MISO precoding using the layered virtual SINR framework. IEEE Transactions on Wireless Communications, 9(8), 2444\u20132448.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"12","key":"844_CR12","doi-asserted-by":"crossref","first-page":"6086","DOI":"10.1109\/TSP.2011.2165706","volume":"59","author":"E Bjornson","year":"2011","unstructured":"Bjornson, E., Jalden, N., Bengtsson, M., & Ottersten, B. (2011). Optimality properties, distributed strategies, and measurement-based evaluation of coordinated multicell OFDMA transmission. IEEE Transactions on Signal Processing, 59(12), 6086\u20136101.","journal-title":"IEEE Transactions on Signal Processing"},{"key":"844_CR13","doi-asserted-by":"crossref","unstructured":"Sundaresan, K., & Rangarajan, S. (2009). Efficient resource management in OFDMA femtocells. In Proceedings on ACM MobiHoc \u201909, pp. 33\u201342.","DOI":"10.1145\/1530748.1530754"},{"issue":"9","key":"844_CR14","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1109\/MCOM.2009.5277454","volume":"47","author":"D Lopez-Perez","year":"2009","unstructured":"Lopez-Perez, D., Valcarce, A., de la Roche, G., & Zhang, J. (2009). OFDMA femtocells: A roadmap on interference avoidance. IEEE Communications Magazine, 47(9), 41\u201348.","journal-title":"IEEE Communications Magazine"},{"key":"844_CR15","doi-asserted-by":"crossref","unstructured":"Hatoum, A., Aitsaadi, N., Langar, R., Boutaba, R., & Pujolle, G. (2011, June). FCRA: Femtocell cluster-based resource allocation scheme for OFDMA networks. In Proceedings of IEEE ICC \u201911, pp. 1\u20136.","DOI":"10.1109\/icc.2011.5962705"},{"key":"844_CR16","doi-asserted-by":"crossref","unstructured":"Bloem, M., Alpcan, T., & Ba\u015far, T. (2007). A stackelberg game for power control and channel allocation in cognitive radio networks. In Proceedings of ICST VALUETOOLS \u201907, p. 4.","DOI":"10.4108\/gamecomm.2007.2040"},{"key":"844_CR17","unstructured":"Husheng, L. (2010). Multiagent Q-learning for aloha-like spectrum access in cognitive radio systems. EURASIP Journal on Wireless Communications and Networking, 2010. http:\/\/jwcn.eurasipjournals.com\/content\/2010\/1\/876216\/ ."},{"key":"844_CR18","doi-asserted-by":"crossref","unstructured":"Galindo-Serrano, A., & Giupponi, L. (2011, October) Femtocell systems with self organization capabilities. In Proceedings of IEEE NetGCoop \u201911, pp. 1\u20137.","DOI":"10.1109\/VETECS.2011.5956562"},{"key":"844_CR19","doi-asserted-by":"crossref","unstructured":"Nie, N., & Comaniciu, C. (2005, November). Adaptive channel allocation spectrum etiquette for cognitive radio networks. In Proceedings of IEEE DySPAN \u201905, pp. 269\u2013278.","DOI":"10.1109\/DYSPAN.2005.1542643"},{"issue":"4","key":"844_CR20","doi-asserted-by":"crossref","first-page":"1380","DOI":"10.1109\/TWC.2012.020812.110025","volume":"11","author":"Y Xu","year":"2012","unstructured":"Xu, Y., Wang, J., Anpalagan, A., & Yao, Y.-D. (2012). Opportunistic spectrum access in unknown dynamic environment: A game-theoretic stochastic learning solution. IEEE Transactions on Wireless Communications, 11(4), 1380\u20131391.","journal-title":"IEEE Transactions on Wireless Communications"},{"issue":"6","key":"844_CR21","doi-asserted-by":"crossref","first-page":"563","DOI":"10.1109\/LSP.2010.2047315","volume":"17","author":"W Zhong","year":"2010","unstructured":"Zhong, W., & Youyun, X. (2010). Game theoretic multimode precoding strategy selection for MIMO multiple access channels. IEEE Signal Processing Letters, 17(6), 563\u2013566.","journal-title":"IEEE Signal Processing Letters"},{"issue":"5","key":"844_CR22","doi-asserted-by":"crossref","first-page":"769","DOI":"10.1109\/21.293490","volume":"24","author":"PS Sastry","year":"1994","unstructured":"Sastry, P. S., Phansalkar, V. V., & Thathachar, M. A. L. (1994). Decentralized learning of Nash equilibria in multi-person stochastic games with incomplete information. IEEE Transactions on Systems, Man and Cybernetics, 24(5), 769\u2013777.","journal-title":"IEEE Transactions on Systems, Man and Cybernetics"},{"issue":"4","key":"844_CR23","doi-asserted-by":"crossref","first-page":"990","DOI":"10.1109\/TSMCB.2010.2102751","volume":"41","author":"H Tembine","year":"2011","unstructured":"Tembine, H. (2011). Dynamic robust games in MIMO systems. IEEE Transactions on Systems, Man and Cybernetics B, 41(4), 990\u20131002.","journal-title":"IEEE Transactions on Systems, Man and Cybernetics B"},{"issue":"2","key":"844_CR24","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1109\/TSMCC.2007.913919","volume":"38","author":"L Busoniu","year":"2008","unstructured":"Busoniu, L., Babuska, R., & De Schutter, B. (2008). A comprehensive survey of multiagent reinforcement learning. IEEE Transactions on Systems, Man and Cybernetics C, 38(2), 156\u2013172.","journal-title":"IEEE Transactions on Systems, Man and Cybernetics C"},{"issue":"1","key":"844_CR25","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1016\/j.geb.2008.11.012","volume":"70","author":"R Cominetti","year":"2010","unstructured":"Cominetti, R., Melo, E., & Sorin, S. (2010). A payoff-based learning procedure and its application to traffic games. Games and Economic Behavior, 70(1), 71\u201383.","journal-title":"Games and Economic Behavior"},{"key":"844_CR26","unstructured":"Bravo, M. (2011). An adjusted payoff-based procedure for normal form games. arXiv preprint arXiv:1106.5596 ."},{"issue":"1","key":"844_CR27","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1109\/JSAC.2012.120118","volume":"30","author":"MA Khan","year":"2012","unstructured":"Khan, M. A., Tembine, H., & Vasilakos, A. V. (2012). Game dynamics and cost of learning in heterogeneous 4G networks. IEEE Journal on Selected Areas in Communications, 30(1), 198\u2013213.","journal-title":"IEEE Journal on Selected Areas in Communications"},{"issue":"10","key":"844_CR28","doi-asserted-by":"crossref","first-page":"1218","DOI":"10.1109\/26.634685","volume":"45","author":"AJ Goldsmith","year":"1997","unstructured":"Goldsmith, A. J., & Chua, S.-G. (1997). Variable-rate variable-power MQAM for fading channels. IEEE Transactions on Communications, 45(10), 1218\u20131230.","journal-title":"IEEE Transactions on Communications"},{"issue":"5","key":"844_CR29","doi-asserted-by":"crossref","first-page":"1711","DOI":"10.1109\/TWC.2007.360373","volume":"6","author":"M Sadek","year":"2007","unstructured":"Sadek, M., Tarighat, A., & Sayed, A. H. (2007). A leakage-based precoding scheme for downlink multi-user MIMO channels. IEEE Transactions on Wireless Communications, 6(5), 1711\u20131721.","journal-title":"IEEE Transactions on Wireless Communications"},{"key":"844_CR30","doi-asserted-by":"crossref","first-page":"124","DOI":"10.1006\/game.1996.0044","volume":"14","author":"D Monderer","year":"1996","unstructured":"Monderer, D., & Shapley, L. S. (1996). Potential games. Games and Economic Behavior, 14, 124\u2013143.","journal-title":"Games and Economic Behavior"},{"issue":"1","key":"844_CR31","first-page":"374","volume":"13","author":"GW Brown","year":"1951","unstructured":"Brown, G. W. (1951). Iterative solution of games by fictitious play. Activity Analysis of Production and Allocation, 13(1), 374\u2013376.","journal-title":"Activity Analysis of Production and Allocation"},{"issue":"5","key":"844_CR32","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1016\/S0167-6911(97)90015-3","volume":"29","author":"VS Borkar","year":"1997","unstructured":"Borkar, V. S. (1997). Stochastic approximation with two time scales. Systems & Control Letters, 29(5), 291\u2013294.","journal-title":"Systems & Control Letters"},{"issue":"4","key":"844_CR33","doi-asserted-by":"crossref","first-page":"1231","DOI":"10.1214\/aoap\/1069786497","volume":"13","author":"DS Leslie","year":"2003","unstructured":"Leslie, D. S., & Collins, E. J. (2003). Convergent multiple-timescales reinforcement learning algorithms in normal form games. The Annals of Applied Probability, 13(4), 1231\u20131251.","journal-title":"The Annals of Applied Probability"},{"issue":"2","key":"844_CR34","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1137\/S0363012903437976","volume":"44","author":"DS Leslie","year":"2005","unstructured":"Leslie, D. S., & Collins, E. J. (2005). Individual Q-learning in normal form games. SIAM Journal on Control and Optimization, 44(2), 495\u2013514.","journal-title":"SIAM Journal on Control and Optimization"},{"issue":"4","key":"844_CR35","doi-asserted-by":"crossref","first-page":"1574","DOI":"10.1137\/070704277","volume":"19","author":"AS Nemirovski","year":"2009","unstructured":"Nemirovski, A. S., Juditsky, A., Lan, G., & Shapiro, A. (2009). Robust stochastic approximation approach to stochastic programming. SIAM Journal on Optimization, 19(4), 1574\u20131609.","journal-title":"SIAM Journal on Optimization"},{"key":"844_CR36","unstructured":"Coucheney, P., Gaujal, B., & Mertikopoulos, P. (2014). Penalty-regulated dynamics and robust learning procedures in games. arXiv preprint arXiv:1303.2270 ."},{"key":"844_CR37","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1016\/j.geb.2005.08.005","volume":"56","author":"DS Leslie","year":"2006","unstructured":"Leslie, D. S., & Collins, E. J. (2006). Generalised weakened fictitious play. Games and Economic Behavior, 56, 285\u2013298.","journal-title":"Games and Economic Behavior"},{"key":"844_CR38","volume-title":"The theory of learning in games","author":"D Fudenberg","year":"1998","unstructured":"Fudenberg, D., & Levine, D. K. (1998). The theory of learning in games (Vol. 2). Cambridge: MIT Press."},{"key":"844_CR39","doi-asserted-by":"crossref","unstructured":"Bournez, O., & Cohen, J. (2013). Learning equilibria in games by stochastic distributed algorithms. In E. Gelenbe & R. Lent (Eds.), Computer and information sciences III, (pp. 31\u201338). London: Springer.","DOI":"10.1007\/978-1-4471-4594-3_4"},{"key":"844_CR40","doi-asserted-by":"crossref","DOI":"10.1201\/b11896","volume-title":"Distributed strategic learning for wireless engineers","author":"H Tembine","year":"2012","unstructured":"Tembine, H. (2012). Distributed strategic learning for wireless engineers. Boca Raton: CRC Press."},{"key":"844_CR41","volume-title":"Probability and measure","author":"P Billingsley","year":"1995","unstructured":"Billingsley, P. (1995). Probability and measure. Hoboken: Wiley-Interscience."},{"key":"844_CR42","volume-title":"Stochastic approximation and recursive algorithms and applications","author":"HJ Kushner","year":"2003","unstructured":"Kushner, H. J., & Yin, G. G. (2003). Stochastic approximation and recursive algorithms and applications. Berlin: Springer."},{"key":"844_CR43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BFb0096509","volume":"1709","author":"M Bena\u00efm","year":"1999","unstructured":"Bena\u00efm, M. (1999). Dynamics of stochastic approximation algorithms. S\u00e9minaire de Probabilit\u00e9s XXXIII, 1709, 1\u201368.","journal-title":"S\u00e9minaire de Probabilit\u00e9s XXXIII"},{"key":"844_CR44","volume-title":"Adaptive algorithms and stochastic approximations","author":"A Beneveniste","year":"1987","unstructured":"Beneveniste, A., Metivier, M., & Priouret, P. (1987). Adaptive algorithms and stochastic approximations. Berlin: Springer."},{"issue":"1","key":"844_CR45","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1214\/aoap\/1029962603","volume":"9","author":"M Bena\u00efm","year":"1999","unstructured":"Bena\u00efm, M., & Hirsch, M. W. (1999). Stochastic approximation algorithms with constant step size whose average is cooperative. The Annals of Applied Probability, 9(1), 216\u2013241.","journal-title":"The Annals of Applied Probability"},{"key":"844_CR46","unstructured":"3GPP. (2011). Spatial channel model for multiple input multiple output (MIMO) simulations (release 10). 3gpp technical report (tr 25.996) v10.0.0, March 2011."},{"key":"844_CR47","unstructured":"Jain, R., Chiu, D., & Hawe, W. (1984). A quantitative measure of fairness and discrimination for resource allocation in shared computer systems. DEC Research Report TR-301."}],"container-title":["Wireless Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-014-0844-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11276-014-0844-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11276-014-0844-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T18:39:30Z","timestamp":1747161570000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11276-014-0844-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,15]]},"references-count":47,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2015,5]]}},"alternative-id":["844"],"URL":"https:\/\/doi.org\/10.1007\/s11276-014-0844-5","relation":{},"ISSN":["1022-0038","1572-8196"],"issn-type":[{"type":"print","value":"1022-0038"},{"type":"electronic","value":"1572-8196"}],"subject":[],"published":{"date-parts":[[2014,11,15]]}}}