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一种提高IEEE 802.11吞吐量和公平性的自适应优化算法

毛建兵 毛玉明 冷甦鹏

毛建兵, 毛玉明, 冷甦鹏. 一种提高IEEE 802.11吞吐量和公平性的自适应优化算法[J]. 电子与信息学报, 2009, 31(11): 2731-2737. doi: 10.3724/SP.J.1146.2008.01012
引用本文: 毛建兵, 毛玉明, 冷甦鹏. 一种提高IEEE 802.11吞吐量和公平性的自适应优化算法[J]. 电子与信息学报, 2009, 31(11): 2731-2737. doi: 10.3724/SP.J.1146.2008.01012
Mao Jian-bing, Mao Yu-ming, Leng Su-peng. An Adaptive Optimization Scheme for IEEE 802.11 to Improve Throughput and Fairness Performance[J]. Journal of Electronics & Information Technology, 2009, 31(11): 2731-2737. doi: 10.3724/SP.J.1146.2008.01012
Citation: Mao Jian-bing, Mao Yu-ming, Leng Su-peng. An Adaptive Optimization Scheme for IEEE 802.11 to Improve Throughput and Fairness Performance[J]. Journal of Electronics & Information Technology, 2009, 31(11): 2731-2737. doi: 10.3724/SP.J.1146.2008.01012

一种提高IEEE 802.11吞吐量和公平性的自适应优化算法

doi: 10.3724/SP.J.1146.2008.01012
基金项目: 

国家自然科学基金(60802024)和国家863计划项目(2005AA121122,2005AA123820)资助课题

An Adaptive Optimization Scheme for IEEE 802.11 to Improve Throughput and Fairness Performance

  • 摘要: 该文提出了一种针对IEEE 802.11 DCF网络增强其吞吐量和公平性性能的自适应优化算法,算法基于网络节点侦听信道得到的网络状态信息进行竞争发送的自适应调整以获得最优的网络性能,称之为CSCC(Channel Sensing Contention Control)算法。算法采用了对节点的信道接入请求以概率参数P_T进行过滤的方法控制节点竞争接入信道的激烈程度,其主要特点在于在优化调整过程中不需要进行计算复杂的网络节点数量估计,并且可以在不同网络状态下围绕始终确定的优化目标进行参数优化调整。仿真实验结果表明,算法能够适应不同节点数量和不同数据大小的网络进行自适应的网络优化调整,并获得了系统吞吐量、碰撞概率、延迟、延迟抖动、公平性等多方面的性能改善。
  • IEEE 802.11. Wireless LAN medium access control (MAC)and physical layer (PHY) specifications, IEEE Std. 802.11,2007.[2]Bianchi G. Performance analysis of the IEEE 802.11distributed coordination function. IEEE Journal on SelectedAreas in Communications, 2000, 18(3): 535-547.[3]Liu J. Design and performance evaluation of a distributedtransmission control protocol for wireless local area network[J].IEICE Transactions on Communications.2006, E89-B(6):1837-1845[4]Chen W. An effective medium contention method to improvethe performance of IEEE 802.11. Wireless Networks, 2008,14(6): 769-776.[5]李云, 陈前斌, 隆克平等. 通过自适应调整最小竞争窗口最大化IEEE 802.11 DCF 的饱和吞吐量. 电子与信息学报, 2006,28(10): 1930-1934.Li Yun, Chen Qian-bing, and Long Ke-ping, et al..Self-adaptively adjust the minimum contention windows tomaximizing the saturated throughput of IEEE 802.11 DCF.Journal of Electronics Information Technology, 2006,28(10): 1930-1934.[6]Ni Q, Aad I, and Barakat C, et al.. Modeling and analysis ofslow CW decrease for IEEE 802.11 WLAN. Proc. of IEEEPIMRC 2003, Beijing, China, Sep 7-10, 2003: 1717-1721.[7]Chatzimisios P, Vitsas V, and Boucouvalas A C, et al..Achieving performance enhancement in IEEE 802.11WLANs by using the DIDD backoff mechanism.International Journal of Communication Systems, 2007,20(1): 23-41.[8]Song N, Kwak B, and Miller L E. Analysis of EIED backoffalgorithm for the IEEE 802.11 DCF. Proc. of IEEE 62ndVehicular Technology Conference, Dallas, TX, USA, Sep25-28, 2005, 4: 2182-2186.[9]Wang C, Li B, and Li L. A new collision resolutionmechanism to enhance the performance of IEEE 802.11 DCF.IEEE Transactions on Vehicular Technology, 2004, 53(4):1235-1246.[10]Heusse M, Rousseau F, and Guillier R, et al.. Idle sense: Anoptimal access method for high throughput and fairness inrate diverse wireless LANs[J].ACM SIGCOMM ComputerCommunication Review.2005, 35(4):121-132[11]Bononi L, Conti M, and Gregori E. Runtime optimization ofIEEE 802.11 wireless LANs performance. IEEE Transactionson Parallel and Distributed Systems, 2004, 15(1): 66-80.[12]Bianchi G and Tinnirello I. Kalman filter estimation of thenumber of competing terminals in an IEEE 802.11 network.Proc. of IEEE INFOCOM 2003, S. Francisco, CA, USA, Mar30-Apr 3, 2003: 844-852.[13]Vercauteren T, Toledo A L, and Wang X D. Batch andsequential bayesian estimators of the number of activeterminals in an IEEE 802.11 network. IEEE Transactions onSignal Processing, 2007, 55(2): 437-450.[14]Anouar H and Bonnet C. Optimal constant-window backoffscheme for IEEE 802.11 DCF in single-hop wireless networksunder finite load conditions. Wireless PersonalCommunications, 2007, 43(4): 1583-1602.
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出版历程
  • 收稿日期:  2008-08-25
  • 修回日期:  2009-06-19
  • 刊出日期:  2009-11-19

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