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基于移动性优化PSO的LEACH路由算法
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作者 王长清 巩彩红 《河南师范大学学报(自然科学版)》 CAS 北大核心 2015年第4期36-40,共5页
针对LEACH算法存在随机选择簇首、没有考虑节点剩余能量对节点地位的影响以及节点位置和密集度不同造成节点能量失衡的问题,研究使用移动性优化PSO来改进LEACH算法以均衡不同位置簇头间的能耗.移动性优化PSO使粒子根据速度信息自适应调... 针对LEACH算法存在随机选择簇首、没有考虑节点剩余能量对节点地位的影响以及节点位置和密集度不同造成节点能量失衡的问题,研究使用移动性优化PSO来改进LEACH算法以均衡不同位置簇头间的能耗.移动性优化PSO使粒子根据速度信息自适应调整参数进行搜索,可避免因PSO算法早熟收敛、易陷入局部最优而导致的不能有效控制网络分簇均匀性的问题.理论分析和仿真结果表明,基于移动性优化PSO的LEACH路由算法可以有效地提高节点能量利用率,均衡网络能耗,延长网络生命周期. 展开更多
关键词 LEACH 移动性优化 PSO算法 网络分簇
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LTE-Advanced系统中的移动顽健性优化技术研究 被引量:2
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作者 胡荣贻 彭木根 +1 位作者 张洪岩 李远 《电信科学》 北大核心 2013年第5期84-89,112,共7页
网络自优化技术目前成为移动通信网络性能研究的热点。随着移动通信技术和业务的飞速发展,移动顽健性日益成为用户体验关注的重点,尤其是移动蜂窝通信网络中的切换失败、用户掉话、通信质量差等一系列问题。为解决此类切换带来的用户体... 网络自优化技术目前成为移动通信网络性能研究的热点。随着移动通信技术和业务的飞速发展,移动顽健性日益成为用户体验关注的重点,尤其是移动蜂窝通信网络中的切换失败、用户掉话、通信质量差等一系列问题。为解决此类切换带来的用户体验和系统移动顽健性下降问题,针对一种面向切换事件和切换场景的移动顽健性优化算法(MRO算法),以用户掉话率作为性能评价标准,分别在同构和异构网络下,综合考虑切换事件和不同切换失败场景(过早切换、过晚切换、乒乓切换)的特点优化调整切换参数,并采用系统级仿真进行了性能比较。仿真结果表明,加入MRO算法后,同构场景的掉话率从10.9%下降到6.2%,异构场景的掉话率从11.3%下降到6.3%,整体性能得到大幅提升。 展开更多
关键词 切换自优化 移动顽健优化算法 系统级仿真
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A Novel Vertical Handoff Algorithm with Dynamic Weights in Wireless Heterogeneous Networks 被引量:2
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作者 Liu Xia Zhao Fangming Jiang Lingge 《China Communications》 SCIE CSCD 2010年第5期70-76,共7页
In order to enhance the quality of vertical handoff in an overlay wireless network, multiple attributes are taken into account when optimizing the vertical handoff decision including user-based and network-based QoS f... In order to enhance the quality of vertical handoff in an overlay wireless network, multiple attributes are taken into account when optimizing the vertical handoff decision including user-based and network-based QoS factors. In this paper, we develop a novel vertical handoff algorithm in an integrated 3G cellular and Wireless LAN networks. The proposed algorithm can adjust the weight of each QoS attribute dynamically as the networks change, trace the network condition and choose the optimal access point at transient regions. Simulation results show that this algorithm is able to provide accurate handoff decision, resulting in small unnecessary handoff numbers, good performance of throughput and handoff delay in heterogeneous environments. 展开更多
关键词 vertical handoff multiple attrbute dynamic weight heterogeneous networks
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Movement-assisted service composition optimization in dynamic networks
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作者 赵耀培 Yang Yang Mi Zhenqiang 《High Technology Letters》 EI CAS 2013年第2期176-181,共6页
The mobility of service providers brings new features into the research of dynamic network based service composition.From an optimistic perspective,the mobility of services could benefit the optimization of service co... The mobility of service providers brings new features into the research of dynamic network based service composition.From an optimistic perspective,the mobility of services could benefit the optimization of service composition,if properly handled.Therefore,the impacts of node mobility on the dynamic network based service composition are investigated.Then,a movement-assisted optimization method,namely MASCO,is proposed to improve the performance of the composited services by minimizing the length of data stream and the hop-counts of the service routes in the underlying networks.The correctness and efficiency of the proposed method are then verified through theoretical analysis and computer simulations. 展开更多
关键词 service composition dynamic networks motion control service optimization re-versed current
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