Mean-Field Games for Distributed Caching in Ultra-Dense Small Cell Networks

Proceedings of the American Control Conference

Volumn 2016-July, Issue , 2016, Pages 4699-4704

  Hamidouche, Kenza ^a,b   Saad, Walid ^b   Debbah, Merouane ^a,c   Poor, H Vincent ^d  

^a UNIVERSITÉ PARIS SACLAY   (France)

^b Virginia Polytechnic Institute and State University   (United States)

^c Mathematical and Algorithmic Sciences Lab   (France)

^d Princeton University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84992161265     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACC.2016.7526096     Document Type: Conference Paper

References (20)

1. "Cisco visual networking index: Global mobile data traffic forecast update, 2013-2018, " White Paper, [Online] http: //goo. gl/l77HAJ, 2014.
2. J. G. Andrews, S. Buzzi, W. Choi, S. V. Hanly, A. Lozano, A. C. Soong, and J. C. Zhang, "What will 5G be" IEEE Journal on Selected Areas in Communications, vol. 32, no. 6, pp. 1065-1082, 2014.
3. E. Bastug, M. Bennis, and M. Debbah, "Living on the edge: The role of proactive caching in 5G wireless networks, " IEEE Communications Magazine, vol. 52, no. 8, pp. 82-89, 2014.
4. M. S. ElBamby, M. Bennis, W. Saad, and M. Latva-aho, "Contentaware user clustering and caching in wireless small cell networks, " in Proc. IEEE International Symposium on Wireless Communications Systems, Barcelona, Spain, 2014, pp. 945-949.
5. B. Blaszczyszyn and A. Giovanidis, "Optimal geographic caching in cellular networks, " in Proc. IEEE International Conference on Communications, London, UK, 2015, pp. 3358-3363.
6. K. Poularakis, G. Iosidis, V. Sourlas, and L. Tassiulas, "Multicastaware caching for small cell networks, " in Proc. IEEE Wireless Communications and Networking Conference, Istanbul, Turkey, 2014, pp. 2300-2305.
7. K. Poularakis and L. Tassiulas, "Exploiting user mobility for wireless content delivery, " in Proc. IEEE International Symposium on Information Theory, Istanbul, Turkey, 2013, pp. 1017-1021.
8. K. Poularakis, G. Iosidis, and L. Tassiulas, "Approximation caching and routing algorithms for massive mobile data delivery, " in Proc. IEEE Global Commnications Conference, Atlanta, USA, 2013, pp. 3534-3539.
9. A. Liu and V. K. N. Lau, "Cache-enabled opportunistic cooperative MIMO for video streaming in wireless systems, " IEEE Transactions on Signal Processing, vol. 62, no. 2, pp. 390-402, 2014.
10. S. Zhou, J. Gong, Z. Zhou, W. Chen, and Z. Niu, "Greendelivery: Proactive content caching and push with energy-harvesting-based small cells, " IEEE Communications Magazine, vol. 53, no. 4, pp. 142-149, 2015.
11. J.-M. Lasry and P.-L. Lions, "Jeux à champ moyen. i-le cas stationnaire, " Comptes Rendus Mathématique, vol. 343, no. 9, pp. 619-625, 2006.
12. A. Bensoussan, J. Frehse, and P. Yam, Mean Field Games and Mean Field Type Control Theory. Springer, 2013.
13. H. Tembine, Q. Zhu, and T. Basar, "Risk-sensitive mean-field games, " IEEE Transactions on Automatic Control, vol. 59, no. 4, pp. 835-850, 2014.
14. T. Alpcan, H. Boche, M. L. Honig, and H. V. Poor, Mechanisms and Games for Dynamic Spectrum Allocation. Cambridge University Press, 2013.
15. C. D. Charalambous and N. Menemenlis, "Stochastic models for shortterm multipath fading channels: Chi-square and ornstein-uhlenbeck processes, " in Proc. IEEE Conference on Decision and Control, vol. 5, Phoenix, AZ, 1999, pp. 4959-4964.
16. M. De Mari, R. Couillet, E. C. Strinati, and M. Debbah, "Concurrent data transmissions in green wireless networks: When best send one's packets?" in Proc. IEEE International Symposium on Wireless Communication Systems, Paris, France, 2012, pp. 596-600.
17. F. Mériaux, S. Lasaulce, and H. Tembine, "Stochastic diffierential games and energy-efficient power control, " Dynamic Games and Applications, vol. 3, no. 1, pp. 3-23, 2013.
18. B. Øksendal, Stochastic diffierential Equations. Springer, 2003.
19. P. Billingsley, Probability and Measure. John Wiley & Sons, 2008.
20. K. Atkinson and W. Han, Theoretical Numerical Analysis. Springer, 2009, vol. 39.