文章基本信息

标题：Using Modified Partitioning Around Medoids Clustering Technique in Mobile Network Planning
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作者：Lamiaa Fattouh Ibrahim ; Manal Hamed Al Harbi
期刊名称：International Journal of Computer Science Issues
印刷版ISSN：1694-0784
电子版ISSN：1694-0814
出版年度：2012
卷号：9
期号：6
出版社：IJCSI Press
摘要：Optimization mobile radio network planning is a very complex task, as many aspects must be taken into account. Deciding upon the optimum placement for the base stations (BSs) to achieve best services while reducing the cost is a complex task requiring vast computational resource. This paper introduces the spatial clustering to solve the Mobile Networking Planning problem. It addresses antenna placement problem or the cell planning problem, involves locating and configuring infrastructure for mobile networks by modified the original Partitioning Around Medoids PAM algorithm. M-PAM (Modified Partitioning Around Medoids) has been proposed to satisfy the requirements and constraints. Implementation of this algorithm to a real case study is presented. Experimental results and analysis indicate that the M-PAM algorithm is effective in case of heavy load distribution, and leads to minimum number of base stations, which directly affected onto the cost of planning the network.
关键词：clustering techniques; network planning; cell planning; mobile network