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基于模拟退火的自适应调节位置区数目的位置区规划 被引量：1

An Adaptive Strategy Based on Simulated Annealing for Location Area Planning
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摘要 提出一种基于模拟退火的新算法来划分位置区,采取自适应策略来调节位置区数目,并结合有效设计的模拟退火算子,克服了通常算法易陷入局部最优解的弊端,提高了算法的搜索效率.数据仿真实验表明了算法的有效性. It proposes a new algorithm based on simulated annealing（SA）,using an adaptive strategy to regulate the number of location areas for LAP,combined with the effective design of simulated annealing operator.The new algorithm overcomes the problem of getting the local optimum with usual algorithms,and improves search efficiency.Computer simulation verifies the effectiveness of the algorithm.
作者 张小玲 刘海林 李学强
机构地区 广东工业大学信息工程学院 广东工业大学应用数学学院 华南理工大学计算机科学与工程学院
出处 《广东工业大学学报》 CAS 2010年第4期28-31,共4页 Journal of Guangdong University of Technology
基金 国家自然科学基金资助项目(60974077)
关键词 位置区规划 寻呼 位置更新 模拟退火 location area planning paging location updating simulated annealing
分类号 TN914 [电子电信—通信与信息系统]
  • 相关文献

参考文献8

  • 1Almeida-Luz S,Vega-Rodriguez M A,Gomez-Pulido J A,et al.A Differential Evolution Algorithm for Location Area Problem in Mobile Networks[C] //15th IEEE International Conference Software,Telecommunications and Computer Networks(Soficom),Split,Croatia:IEEE Computer Society,2007:1-5.
  • 2Foughali L,Batouche M,Talbi E-G.A Parallel Insular Model for Location Areas Planning in Mobile Networks[C] //11th International Workshop on Nature Inspired Distributed Computing(NIDISC'08),Miami,USA:IEEE Press,2008:1-8.
  • 3Cayirci E and Akyildiz I F.Optimal Location Area Design to minimize registration signaling traffic in wireless system[J].IEEE Transactions on Mobile Computing,2003,2(1):76-85.
  • 4Demirkol I,Ersoy C,Caglayan M U,et al.Location area planning and cell-to-switch assignment in cellular networks[J].IEEE Transaction on Wireless Communication,2004,3(3):880-890.
  • 5黄剑锋,徐惠民.切换统计相关用于位置区优化[J].北京邮电大学学报,2007,30(4):45-49. 被引量：4
  • 6Taheri J,Zomaya A Y.A Simulated Annealing Approach for Mobile Location Management[C] //International Parallel and Distributed Processing Symposium,The 19th IEEE International Parallel and Distributed Processing Symposium(IPDPS'05),Washington,DC,USA:IEEE Computer Society,2005:194-201.
  • 7Taheri J,Zomaya A Y.A genetic algorithm for finding optimal location area configurations for mobility management[C] //The IEEE Conference on Local Computer Networks 30th Anniversary(LCN'05),Washington,DC,USA:IEEE Computer Society,2005:568-577.
  • 8Ricky Subrata,Zomaya A Y.Evolving Cellular Automata for Location Management in Mobile Computing Networks[J].IEEE Transactions on Parallel and Distributed Systems,2003,14(1):13-26.

二级参考文献5

  • 1Escalle P G,Giner V C,Oltra J M.Reducing location update and paging costs in a PCS network[J].IEEE Trans Wireless Commun,2002,1(1):200-209.
  • 2Ozugur T.Multiobjective hierarchical location and rou-ting area optimization in GPRS and UMTS networks[C]∥Int Conf Communications.New York:IEEE Press,2002:579-584.
  • 3Ali S Z.Design of location areas for cellular mobile radio networks[C]∥VTC2002-Spring.Tokyo:IEEE Press,2002:1106-1110.
  • 4Demirkol I,Ersoy C.Location area planning in cellular networks using simulated annealing[C]∥IEEE Trans Infomation Commun,2001:13-20.
  • 5Demirkol I,Ersoy C.Location area planning and cell-to-switch assignment in cellular networks[J].IEEE Trans Wireless Commun,2004,3(3):200-209.

共引文献3

同被引文献7

  • 1黄剑锋,徐惠民.切换统计相关用于位置区优化[J].北京邮电大学学报,2007,30(4):45-49. 被引量：4
  • 2Demirkol I,Ersoy C,Caglayan M U,et al.Location area planning and cell-to-switch assignment in cellular networks[J].IEEE Transaction on Wireless Communication,2004,3(3):880-890.
  • 3Taheri J,Zomaya A Y.A Simulated Annealing Approach for Mo-bile Location Management[C].International Parallel and Distributed Pro-cessing Symposium,The19th IEEE International Parallel and Distributed Processing Symposium(IPDPS’05),Washington,DC,USA:IEEE Com-puter Society,2005:194-201.
  • 4Taheri J,Zomaya A Y.A genetic algorithm for finding optimal location area configurations for mobility managemen[tC].The IEEE Con-ference on Local Computer Networks30th Anniversary(LCN’05),Wash-ington,DC,USA:IEEE Computer Society,2005:568-577.
  • 5Ricky Subrata,Zomaya A Y.Evolving Cellular Automata for Lo-cation Management in Mobile Computing Networks[J].IEEE Transac-tions on Parallel and Distributed Systems,2003,14(1):13-26.
  • 6袁正午,陈凯.3G网络中基于运动的位置更新算法研究[J].重庆邮电大学学报（自然科学版）,2011,23(1):107-110. 被引量：4
  • 7赵聪,郭伟.无线网络位置管理中的一种用户聚合算法[J].电子科技大学学报,2011,40(5):658-661. 被引量：3

引证文献1

广东工业大学学报
2010年 第4期

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