| 基于改进粒子群算法的集成网络节点部署优化 |
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| 引用本文： | 赵祥,纪志成.基于改进粒子群算法的集成网络节点部署优化[J].江南大学学报(自然科学版),2011,10(4). |
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| 作者姓名： | 赵祥 纪志成 |
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| 作者单位： | 江南大学电气自动化研究所,江苏无锡,214122 |
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| 基金项目： | 国家自然科学基金项目(61174032); 教育部博士点基金项目(200802950004) |
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| 摘 要： | 针对集成RFID与WSNs网络中智能节点最佳位置的选择问题,采用改进粒子群算法优化策略,在复杂的传播环境、交叉覆盖及智能节点间不可避免的干扰等影响因素下,寻找智能节点的最佳位置。该最佳位置不仅要保证给定智能节点对标签的最大覆盖率,而且要使得智能节点间的干扰最小。仿真结果表明,基于惯性权重线性递减策略的粒子群算法,加快了寻找最优节点部署的速度,并能快速有效地收敛于最优解,从而在保证覆盖率的前提下使干扰最小。
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| 关 键 词： | 集成网络 智能节点 最优部署 改进粒子群算法 |
Optimal Deployment of Nodes in the Integrated Networks Using Improved PSO Algorithm |
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| ZHAO Xiang,JI Zhi-cheng.Optimal Deployment of Nodes in the Integrated Networks Using Improved PSO Algorithm[J].Journal of Southern Yangtze University:Natural Science Edition,2011,10(4). |
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| Authors: | ZHAO Xiang JI Zhi-cheng |
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| Institution: | ZHAO Xiang,JI Zhi-cheng(Institute of Electric Automation,Jiangnan University Wuxi 214122,China) |
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| Abstract: | The problem of choosing the optimum locations for Smart nodes in the integrated networks is considered.The factors affecting optimum selection are the complex propagation environments,the undesired mutual coverage and the unavoidable interference of smart nodes.All these choices must guarantee the maximum coverage for tags with the given smart nodes,and minimize the interferences between smart nodes.Based on the linear decrease inertia weight,this paper presents an improved Particle Swarm Optimization appro... |
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| Keywords: | integrated networks smart nodes optimal deployment improved PSO algorithm |
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