计算机应用研究
計算機應用研究
계산궤응용연구
Application Research of Computers
2015年
11期
3364-3367
,共4页
异构网%小区选择%博弈论%负载均衡%效用函数
異構網%小區選擇%博弈論%負載均衡%效用函數
이구망%소구선택%박혁론%부재균형%효용함수
heterogeneous networks(HetNet)%cell selection%game theory%load balancing%utility function
异构网络中的小区选择是影响系统性能的关键因素,其与资源分配的相互耦合又极大地增加了复杂度。针对采用正交频分多址(orthogonal frequency-division multiple access,OFDMA)技术的宏蜂窝—微蜂窝(mac-ro-pico)异构网场景,提出了一种基于博弈的下行链路小区选择算法。首先建立了资源分配与小区选择联合优化模型,进而将其转换为用户预接入与小区重选两个子问题;基于网络层级和用户服务质量需求(quality of serv-ice,QoS)设计了效用函数和罚函数,能有效折中用户 QoS 和网络负载均衡性能。理论分析和仿真结果表明,当网络负载较重时,基于博弈的小区选择算法能有效提高系统吞吐量,改善用户公平性并使负载在不同层网络间分布得更加均匀。
異構網絡中的小區選擇是影響繫統性能的關鍵因素,其與資源分配的相互耦閤又極大地增加瞭複雜度。針對採用正交頻分多阯(orthogonal frequency-division multiple access,OFDMA)技術的宏蜂窩—微蜂窩(mac-ro-pico)異構網場景,提齣瞭一種基于博弈的下行鏈路小區選擇算法。首先建立瞭資源分配與小區選擇聯閤優化模型,進而將其轉換為用戶預接入與小區重選兩箇子問題;基于網絡層級和用戶服務質量需求(quality of serv-ice,QoS)設計瞭效用函數和罰函數,能有效摺中用戶 QoS 和網絡負載均衡性能。理論分析和倣真結果錶明,噹網絡負載較重時,基于博弈的小區選擇算法能有效提高繫統吞吐量,改善用戶公平性併使負載在不同層網絡間分佈得更加均勻。
이구망락중적소구선택시영향계통성능적관건인소,기여자원분배적상호우합우겁대지증가료복잡도。침대채용정교빈분다지(orthogonal frequency-division multiple access,OFDMA)기술적굉봉와—미봉와(mac-ro-pico)이구망장경,제출료일충기우박혁적하행련로소구선택산법。수선건립료자원분배여소구선택연합우화모형,진이장기전환위용호예접입여소구중선량개자문제;기우망락층급화용호복무질량수구(quality of serv-ice,QoS)설계료효용함수화벌함수,능유효절중용호 QoS 화망락부재균형성능。이론분석화방진결과표명,당망락부재교중시,기우박혁적소구선택산법능유효제고계통탄토량,개선용호공평성병사부재재불동층망락간분포득경가균균。
The scheme of cell selection in heterogeneous networks is one of the key factors that affected the system capacity. This paper proposed a game theoretic based downlink cell selection scheme,for OFDMA(orthogonal frequency-division multiple access)based Macro-Pico heterogeneous networks.It constructed the joint optimization model of resource allocation and cell se-lection,and transformed to two sub-optimization problems of user pre-access and cell selection.The scheme could make a tradeoff between the QoS(quality of service)of users and load balancing,based on the utility and penalty function.Both theo-retical and simulation results demonstrate that,when the network load is heavy,the proposed game theoretic based cell selection algorithm can increase the system throughput and the user fairness.Also,it can make the load distribution between the two tiers of network more evenly.