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Distributed localization algorithm for wireless sensor network based on multidimensional scaling and the shortest path distance correction 总被引:1,自引:0,他引:1
Sensor localization is crucial for the configuration and applications of wireless sensor network (WSN). A novel distributed
localization algorithm, MDS-DC was proposed for wireless sensor network based on multidimensional scaling (MDS) and the shortest
path distance correction. In MDS-DC, several local positioning regions with reasonable distribution were firstly constructed
by an adaptive search algorithm, which ensures the mergence between the local relative maps of the adjacent local position
regions and can reduce the number of common nodes in the network. Then, based on the relationships between the estimated distances
and actual distances of anchors, the distance estimation vectors of sensors around anchors were corrected in each local positioning
region. During the computations of the local relative coordinates, an iterative process, which is the combination of classical
MDS algorithm and SMACOF algorithm, was applied. Finally, the global relative positions or absolute positions of sensors were
obtained through merging the relative maps of all local positioning regions. Simulation results show that MDS-DC has better
performances in positioning precision, energy efficiency and robustness to range error, which can meet the requirements of
applications for sensor localization in WSN. 相似文献
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移动通信网络由2G向3G演进初期,两代网络将混合共存。本文从3G网元的建设、2G网络的升级及2G/3G网间的互操作过程等多个方面分析了GSM/WCDMA混合组网的相关技术,并针对混合组网互操作过程中的漫游问题,提出了两种技术方案。 相似文献
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高校开设双语教学的关键环节 总被引:3,自引:0,他引:3
目前,国家急需和世界各国能进行经济、科学技术交流的高级科学技术人才,因此,在高等学校本科专业开展双语教学势在必行。为保证双语教学的效果,应重视教师的任用、学生的学习态度、教材的选择和双语教学的管理等关键环节。 相似文献
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