A context-aware matching game for user association in wireless small cell networks

Small cell networks are seen as a promising technology for boosting the performance of future wireless networks. In this paper, we propose a novel context-aware user-cell association approach for small cell networks that exploits the information about the velocity and trajectory of the users while also taking into account their quality of service (QoS) requirements. We formulate the problem in the framework of matching theory with externalities in which the agents, namely users and small cell base stations (SCBSs), have strict interdependent preferences over the members of the opposite set. To solve the problem, we propose a novel algorithm that leads to a stable matching among the users and SCBSs. We show that the proposed approach can better balance the traffic among the cells while also satisfying the QoS of the users. Simulation results show that the proposed matching algorithm yields significant performance advantages relative to traditional context-unaware approaches.

[1]  Jeffrey G. Andrews,et al.  Modeling and Analysis of K-Tier Downlink Heterogeneous Cellular Networks , 2011, IEEE Journal on Selected Areas in Communications.

[2]  Eduard A. Jorswieck,et al.  Stable matchings for resource allocation in wireless networks , 2011, 2011 17th International Conference on Digital Signal Processing (DSP).

[3]  Keisuke Bando,et al.  Many-to-One Matching Markets with Externalities Among Firms , 2011 .

[4]  Ozan K. Tonguz,et al.  Dynamic load balancing and sharing performance of integrated wireless networks , 2004, IEEE Journal on Selected Areas in Communications.

[5]  Amir Leshem,et al.  Multichannel Opportunistic Carrier Sensing for Stable Channel Access Control in Cognitive Radio Systems , 2012, IEEE Journal on Selected Areas in Communications.

[6]  Ashwin Sampath,et al.  Cell Association and Interference Coordination in Heterogeneous LTE-A Cellular Networks , 2010, IEEE Journal on Selected Areas in Communications.

[7]  Alfredo Salgado,et al.  Many-to-one Matching: Externalities and Stability , 2020 .

[8]  Alvin E. Roth,et al.  Two-Sided Matching: A Study in Game-Theoretic Modeling and Analysis , 1990 .

[9]  Stefan Valentin,et al.  Context-Aware Resource Allocation to Improve the Quality of Service of Heterogeneous Traffic , 2011, 2011 IEEE International Conference on Communications (ICC).

[10]  Yongbin Wei,et al.  A survey on 3GPP heterogeneous networks , 2011, IEEE Wireless Communications.

[11]  Douglas N. Knisely,et al.  Standardization of femtocells in 3GPP , 2009, IEEE Communications Magazine.

[12]  Jeffrey G. Andrews,et al.  Heterogeneous Cellular Networks with Flexible Cell Association: A Comprehensive Downlink SINR Analysis , 2011, IEEE Transactions on Wireless Communications.

[13]  D. Knisely,et al.  Standardization of Femtocells in 3 GPP , .

[14]  Stefan Valentin,et al.  Context-aware resource allocation for cellular wireless networks , 2012, EURASIP J. Wirel. Commun. Netw..

[15]  Dharma P. Agrawal,et al.  Issues in integrating cellular networks WLANs, AND MANETs: a futuristic heterogeneous wireless network , 2005, IEEE Wireless Communications.

[16]  Xiaoli Chu,et al.  Theoretical analysis of handover failure and ping-pong rates for heterogeneous networks , 2012, 2012 IEEE International Conference on Communications (ICC).

[17]  Stefania Sesia,et al.  LTE - The UMTS Long Term Evolution , 2009 .

[18]  Kenichi Higuchi,et al.  A simple decentralized cell association method for heterogeneous networks , 2012, 2012 International Symposium on Wireless Communication Systems (ISWCS).

[19]  Jeffrey G. Andrews,et al.  User Association for Load Balancing in Heterogeneous Cellular Networks , 2012, IEEE Transactions on Wireless Communications.

[20]  Tony Q. S. Quek,et al.  Small Cell Networks: Deployment, PHY Techniques, and Resource Management , 2013 .

[21]  Biswanath Mukherjee,et al.  MACA-an efficient channel allocation scheme in cellular networks , 2000, Globecom '00 - IEEE. Global Telecommunications Conference. Conference Record (Cat. No.00CH37137).

[22]  Jeffrey G. Andrews,et al.  Heterogeneous cellular networks: From theory to practice , 2012, IEEE Communications Magazine.

[23]  Jeffrey G. Andrews,et al.  Femtocells: Past, Present, and Future , 2012, IEEE Journal on Selected Areas in Communications.

[24]  Douglas N. Knisely,et al.  Standardization of femtocells in 3GPP2 , 2009, IEEE Communications Magazine.