一个毫微微小区网络中的全分布式资源分配策略

doi:10.3969/j.issn.1001-2400.2017.03.007

Abstract

Abstract:

A fully distributed proportional resource allocation algorithm with QoS (Quality of Service) guarantees has been proposed to solve the serious co-tier interference caused by the deployment of femtocells. Based on a potential game algorithm, we design a half-allocation strategy and a probabilistic quit strategy in which the finite resource can be allocated according to users’ demand and the interference resource can be quitted according to a probability distribution function. Simulation results show that this algorithm has excellent performance in fairness, spectrum spatial reuse and convergence. All the features verify that our algorithm is a simple and efficient solution for resource allocation in femtocell networks without any information exchange.

Key words: femtocell, resource allocation, interference mitigation, quality of service guarantee

DUAN Ruimeng;MA Wenping;LUO Wei;ZHAO Feifei. Fully distributed resource allocation strategy in Femtocell networks[J].Journal of Xidian University, 2017, 44(3): 36-42.

References

［1］ LANGAR R, SECCI S, BOUTABA R, et al. An Operations Research Game Approach for Resource and Power Allocation in Cooperative Femtocell Networks ［J］. IEEE Transactions on Mobile Computing, 2015, 14(4): 675-687.
［2］赖成喆, 李晖, 张跃宇, 等. 漫游场景下HeNB和WLAN间的跨层无缝切换方案［J］. 西安电子科技大学学报, 2012, 39(3): 34-42.
LAI Chengzhe, LI Hui, ZHANG Yueyu, et al. Scheme for Cross-layer Seamless Handover between HeNB and WLAN in the Roaming Scenario［J］. Journal of Xidian University, 2012, 39(3): 34-42.
［3］ KPOJIME H O, SAFDAR G A. Interference Mitigation in Cognitive Radio Based Femtocells ［J］. IEEE Communications Surveys ＆ Tutorials, 2015, 17(3): 1511-1534.
［4］ LOPEZ-PEREZ D, VALCARCE A, de la ROCHE G, et al. OFDMA Femtocells: a Roadmap on Interference Avoidance ［J］. IEEE Communications Magazine, 2009, 47(9): 41-48.
［5］ MENG Y, LI J D, LI H Y, et al. Graph-based User Satisfaction-aware Fair Resource Allocation in OFDMA Femtocell Networks［J］. IEEE Transactions on Vehicular Technology, 2015, 64(5): 2165-2169.
［6］ HATOUM A, LANGAR R, AITSAADI N, et al. Cluster-based Resource Management in OFDMA Femtocell Networks with QoS Guarantees［J］. IEEE Transactions on Vehicular Technology, 2014, 63(5): 2378-2391.
［7］ SUNDARESAN K, RANGARAJAN S. Efficient Resource Management in OFDMA Femto Cells［C］//Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing. New York: ACM, 2009: 33-42.
［8］ GE W T, HUANG Q, YI S, et al. A Novel Component Carrier Selection and Collision Avoidance Scheme in Femtocell Networks ［C］//Proceedings of the IEEE Vehicular Technology Conference. Piscataway: IEEE, 2015: 1-5.
［9］ XU C, SHENG M, WANG X J, et al. Distributed Subchannel Allocation for Interference Mitigation in OFDMA Femtocells: a Utility-based Learning Approach ［J］. IEEE Transactions on Vehicular Technology, 2015, 64(6): 2463-2475.
［10］ ELLENBECK J, HARTMANN C, BERLEMANN L. Decentralized Inter-cell Interference Coordination by Autonomous Spectral Reuse Decisions［C］//Proceedings of the 14th European Wireless Conference. Piscataway: IEEE, 2008: 1-7.
［11］ COSTA G W O, CATTONI A F, KOVACS I Z, et al. A Fully Distributed Method for Dynamic Spectrum Sharing in Femtocells［C］//Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops. Piscataway: IEEE, 2012: 87-92.
［12］ LIN S J, NI W, TIAN H, et al. An Evolutionary Game Theoretic Framework for Femtocell Radio Resource Management ［J］. IEEE Transactions on Wireless Communications, 2015, 14(11): 6365-6376.
［13］ LIEN S Y, LIN Y Y, CHEN K C. Cognitive and Game-theoretical Radio Resource Management for Autonomous Femtocells with QoS Guarantees ［J］. IEEE Transactions on Wireless Communications, 2011, 10(7): 2196-2206.
［14］ FRIEDMAN J W, MEZZETTI C. Learning in Games by Random Sampling ［J］. Journal of Economic Theory, 2001, 98(1): 55-84.
［15］ KYOSTI P. Winner II Channel Models Part Ⅰ—Channel Models: IST-4-027756［S］. Munich: WINNER, 2007.

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Fully distributed resource allocation strategy in Femtocell networks

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