TY - GEN
T1 - Economics in mobile data offloading with uniform pricing
AU - Li, Mingmei
AU - Quek, Tony Q.S.
AU - Courcoubetis, Costas
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/7/28
Y1 - 2017/7/28
N2 - Mobile data offloading is an emerging technology to alleviate cellular network congestion and improve user service quality. In this paper, we investigate the economics of mobile data offloading through access points (APs) deployed by small cell service providers (SSPs), implementing uniform volume prices for all the mobile users (MUs) in each SSP's coverage including the overlapping area. In particular, we consider a data offloading game with a single mobile network operator (MNO) and two SSPs with overlapping coverage areas, where each SSP announces a uniform price for offloading the cellular traffic within its coverage, and the MNO determines the traffic volumes to offload. We show that there is no pure Nash equilibrium (PNE) in the data offloading game, and prove the existence of the mixed strategy Nash equilibrium (MNE) by price randomization. Furthermore, we propose a simple one shot auction mechanism that is easy to implement and has PNEs which yield SSPs the same equilibrium payoffs compared to the expected payoffs obtained at the above MNE.
AB - Mobile data offloading is an emerging technology to alleviate cellular network congestion and improve user service quality. In this paper, we investigate the economics of mobile data offloading through access points (APs) deployed by small cell service providers (SSPs), implementing uniform volume prices for all the mobile users (MUs) in each SSP's coverage including the overlapping area. In particular, we consider a data offloading game with a single mobile network operator (MNO) and two SSPs with overlapping coverage areas, where each SSP announces a uniform price for offloading the cellular traffic within its coverage, and the MNO determines the traffic volumes to offload. We show that there is no pure Nash equilibrium (PNE) in the data offloading game, and prove the existence of the mixed strategy Nash equilibrium (MNE) by price randomization. Furthermore, we propose a simple one shot auction mechanism that is easy to implement and has PNEs which yield SSPs the same equilibrium payoffs compared to the expected payoffs obtained at the above MNE.
UR - http://www.scopus.com/inward/record.url?scp=85028314719&partnerID=8YFLogxK
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U2 - 10.1109/ICC.2017.7996573
DO - 10.1109/ICC.2017.7996573
M3 - Conference contribution
AN - SCOPUS:85028314719
T3 - IEEE International Conference on Communications
BT - 2017 IEEE International Conference on Communications, ICC 2017
A2 - Debbah, Merouane
A2 - Gesbert, David
A2 - Mellouk, Abdelhamid
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2017 IEEE International Conference on Communications, ICC 2017
Y2 - 21 May 2017 through 25 May 2017
ER -