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Faculty of Computing and Information Technology
Document Details
Document Type
:
Article In Journal
Document Title
:
Employing Clustering Techniques in Mobile Network Planning
توظيف طرق التجميع في التخطيط لشبكات الهواتف المتنقلة
Subject
:
Mobile Network Planning, Clustering Techniques
Document Language
:
English
Abstract
:
Network planning is of key importance during the construction of new communities and cities, in which telephone and data services have to be introduced as a component of the overall master plan of the city. With the rapid development in mobile network we need effective network planning tool to satisfy the need of customers. However, deciding upon the optimum placement for the base stations (BS’s) to achieve best services while reducing the cost is a complex task requiring vast computational resource. This paper 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. The PAM original algorithm has been modified and a new algorithm MPAM (Modified-Partitioning Around Medoids) has been proposed by the authors in a recent work . This paper presents CWN-PAM (Clustering with Weighted Node-Partitioning Around Medoids) algorithm and compare it with M-PAM algorithm. Implementation of this algorithm to a real case study is presented. Results demonstrate the effectiveness and flexibility of the modifying algorithm in tackling the important problem of mobile network planning.
ISSN
:
978076953371108
Journal Name
:
Second IFIP International Conference on New Technologies, Mobility and Security, Tangier, Morocco,
Volume
:
0
Issue Number
:
0
Publishing Year
:
1429 AH
2009 AD
Article Type
:
Article
Added Date
:
Monday, April 23, 2012
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
لمياء فتوح ابراهيم
Ibrahim, Lamiaa Fattouh
Investigator
Doctorate
lfibrahim@kau.edu.sa
منال الحربي
Al Harbi, Manal
Researcher
Master
lfibrahim@kau.edu.sa
Files
File Name
Type
Description
33007.pdf
pdf
Employing Clustering Techniques in Mobile Network Planning
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