Abstract
WiFi offloading is regarded as one of the most promising techniques to deal with the explosive increasing data usage over the existing 4G cellular network due to its high quality of service, high data transmission rate, and low requirement on devices. In this chapter, we investigate two key issues, i.e., association rules and incentive mechanisms, for data offloading through third-party WiFi access points (APs) in a cellular mobile system. Firstly, by assuming the data offloaded through the third-party WiFi AP is charged based on usage, we formulate the user association problem as an utility maximization problem from the cellular operator’s perspective. By considering whether the successive interference cancelation (SIC) decoders are available at the BS and/or the WiFi AP, different utility functions are considered. Then, the optimal user association rules are derived for each case when the number of users is large. Secondly, incentive mechanisms to motivate WiFi APs to provide data offloading services are studied. In particular, a salary plus bonus-based incentive mechanism is proposed. Under the proposed incentive scheme, WiFi APs are rewarded not only based on the amount of offloaded data but also based on the quality of the offloading service. The interactions between the WiFi APs and the mobile network operator are investigated using Stackelberg game.
References
Cisco Systems Inc. (2012) Cisco visual networking index: global mobile data traffic forecast update, 2011–2016
Chandrasekhar V, Andrews JG, Gatherer A (2008) Femtocell networks: a survey. IEEE Commun Mag 46(9):59–67
Kang X, Zhang R, Motani M (2012) Price-based resource allocation for spectrum-sharing femtocell networks: a stackelberg game approach. IEEE J Sel Areas Commun 30(3):538–549
Balasubramanian A, Mahajan R, Venkataramani A (2010) Augmenting mobile 3G using WiFi. In: Proceedings of ACM MobiSys, pp 209–222
Lee K, Lee J, Yi Y, Rhee I, Chong S (2010) Mobile data offloading: how much can WiFi deliver? In: Proceedings of ACM Sigcomm, pp 425–426
Dimatteocy S, Huiy P, Hanyz B, Lix V (2011) Cellular traffic offloading through WiFi networks. In: Proceedings of IEEE MASS, pp 192–201
Han B, Hui P, Kumar V, Marathe M, Shao J, Srinivasan A (2012) Mobile data offloading through opportunistic communications and social participation. IEEE Trans Mobile Comput 11(5):821–834
Sankaran CB (2012) Data offloading techniques in 3GPP Rel-10 networks: a tutorial. IEEE Commun Mag 50(6):46–53
Dong H, Wang P, Niyato D (2012) A dynamic offloading algorithm for mobile computing. IEEE Trans Wirel Commun 11(6):1991–1995
Jo H, Sang Y, Xia P, Andrews JG (2012) Heterogeneous cellular networks with flexible cell association: a comprehensive downlink SINR analysis IEEE Trans Wirel Commun 11(10):3484–3495
Ye Q, Rong B, Chen Y, Al-Shalash M, Caramanis C, Andrews JG, User association for load balancing in heterogeneous cellular networks. Avaiable at http://arxiv.org/pdf/1205.2833.pdf
Singh S, Dhillon HS, Andrews JG, Offloading in heterogeneous networks: modeling, analysis, and design insights. Avaiable at http://arxiv.org/pdf/1208.1977.pdf
Gao L, Iosifidisy G, Huang J, Tassiulasy L (2013) Economics of mobile data offloading. In: Proceedings of Infocom Workshop on SDP
Lee J, Yi Y, Chong S, Jin Y (2013) Economics of WiFi offloading: trading delay for cellular capacity. In: Proceedings of Infocom Workshop on SDP
Zhuo X, Gao W, Cao G, Hua S (2014) An incentive framework for cellular traffic offloading. IEEE Trans Mobile Comput 13(3):541–555
Fudenberg D, Tirole J (1993) Game theory. MIT Press
Cover T, Thomas J (1991) Elements of information theory. Wiley, Hoboken
Kang X, Liang Y-C, Nallanathan A, Garg HK, Zhang R (2009) Optimal power allocation for fading channels in cognitive radio networks: ergodic capacity and outage capacity. IEEE Trans Wirel Commun 8(2):940–950
Boyd S, Vandenberghe L (2004) Convex optimization. Cambridge University Press
CVX Research, Inc. CVX: Matlab software for disciplined convex programming, version 2.0 beta. http://cvxr.com/cvx. Sept 2012
Inaltekin H, Hanly SV (2012) Optimality of binary power control for the single cell uplink. IEEE Trans Inform Theory 58(10):6484–6498
Kelly FP, Maulloo A, Tan D (1998) Rate control for communication netowrks: shadow prices, proportional fairness and stability. J Oper Res Soci 29(3):237–252
Herings PJ-J, van den Elzen A (2002) Computation of the nash equilbirum selected by the tracing procedure in n-person games. Games Econo Behav 38(1):89–117
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Kang, X., Sun, S. (2017). Mobile Data Offloading Through Third-Party Wi-Fis: Association Rules and Incentive Mechanisms. In: Zhang, W. (eds) Handbook of Cognitive Radio . Springer, Singapore. https://doi.org/10.1007/978-981-10-1389-8_18-1
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DOI: https://doi.org/10.1007/978-981-10-1389-8_18-1
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