Proposed Variants of Charged System Search Algorithm for Location Area Optimization in Mobile Wireless Communication Networks

P. Senthilnathan, A. Sirajudeen, V. Ilayaraja, M. Iyapparaja
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引用次数: 0

Abstract

Location area optimisation is used to diminish the location update cost and paging cost in mobile wireless communication networks. Retaining heuristic optimisation technique, helps to diminish the location and paging cost, the problem occurs in this technique is combinational optimisation in nature. Handiness of mobile users growing day by day and many users will be allocated to various mobile subscribers and thus forecasting the ideal area is always a big job. Charged system search algorithm (CSSA) is employed to overwhelm the local and global minima that happened often during the peers of the run process. The variants introduced into the CSSA include the wavelet models and the gravitational search algorithm (GSA) models. The prominent features of both wavelet model and GSA model are obtained and are shared with the charged system search algorithm to minimise the total cost experienced for location area optimisation in mobile wireless communication networks (MWCN).
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移动无线通信网中定位区域优化的收费系统搜索算法
在移动无线通信网络中,位置区域优化是一种减少位置更新成本和寻呼成本的方法。保留启发式优化技术,有助于减少位置和分页成本,这种技术所出现的问题本质上是组合优化。移动用户的方便性日益增加,许多用户将分配给各种移动用户,因此预测理想区域一直是一项艰巨的工作。采用收费系统搜索算法(CSSA)对运行过程中经常出现的局部极小值和全局极小值进行压制。在CSSA中引入了小波模型和引力搜索算法模型。在移动无线通信网络(MWCN)中,利用小波模型和GSA模型的突出特点,将其与收费系统搜索算法相结合,使定位区域优化的总成本最小化。
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来源期刊
CiteScore
1.10
自引率
0.00%
发文量
90
期刊介绍: IJCAET is a journal of new knowledge, reporting research and applications which highlight the opportunities and limitations of computer aided engineering and technology in today''s lifecycle-oriented, knowledge-based era of production. Contributions that deal with both academic research and industrial practices are included. IJCAET is designed to be a multi-disciplinary, fully refereed and international journal.
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