CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks

The problem of non-uniform traffic demand in different cells of a cellular network may lead to a gross imbalance in the system performance. Thus, the users in hot cells may suffer from low throughput. In this paper, an effective and simple load balancing scheme CAC_DPLB_MCN is proposed that can effe...

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Main Authors: Sharma Abhijit, Shah Arvind, Chatterjee Monish, Bhattacharya Uma
Format: Article
Language:English
Published: Sciendo 2016-11-01
Series:Foundations of Computing and Decision Sciences
Subjects:
Online Access:https://doi.org/10.1515/fcds-2016-0015
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spelling doaj-ff03c9001f1c4cf5bb78ef28e5d810362021-09-05T20:44:57ZengSciendoFoundations of Computing and Decision Sciences2300-34052016-11-0141426129610.1515/fcds-2016-0015fcds-2016-0015CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular NetworksSharma Abhijit0Shah Arvind1Chatterjee Monish2Bhattacharya Uma3Department of Computer Applications, National Institute of Technology, Durgapur, Durgapur - 713209, West Bengal, IndiaMicrosoft Global Delivery India Pvt. Ltd., Gachibowli, Hyderabad - 500032, Telangana, IndiaDepartment of Computer Science and Engineering, Asansol Engineering College, Asansol, Burdwan, West Bengal, IndiaDepartment of Computer Science & Technology, Indian Institute of Engineering Science and Technology, Shibpur, Howrah - 711103, West Bengal, IndiaThe problem of non-uniform traffic demand in different cells of a cellular network may lead to a gross imbalance in the system performance. Thus, the users in hot cells may suffer from low throughput. In this paper, an effective and simple load balancing scheme CAC_DPLB_MCN is proposed that can effectively reduce the overall call blocking. This model considers dealing with multi-media traffic as well as time-varying geographical traffic distribution. The proposed scheme uses the concept of cell-tiering thereby creating fractional frequency reuse environment. A message exchange based distributed scheme instead of centralized one is used which help the proposed scheme be implemented in a multiple hot cell environment also. Furthermore, concept of dynamic pricing is used to serve the best interest of the users as well as for the service providers. The performance of the proposed scheme is compared with two other existing schemes in terms of call blocking probability and bandwidth utilization. Simulation results show that the proposed scheme can reduce the call blocking significantly in highly congested cell with highest bandwidth utilization. Use of dynamic pricing also makes the scheme useful to increase revenue of the service providers in contrast with compared schemes.https://doi.org/10.1515/fcds-2016-0015call carrying capacitycellular networkchannel allocationfrequency reuse partitioningload balancing
collection DOAJ
language English
format Article
sources DOAJ
author Sharma Abhijit
Shah Arvind
Chatterjee Monish
Bhattacharya Uma
spellingShingle Sharma Abhijit
Shah Arvind
Chatterjee Monish
Bhattacharya Uma
CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
Foundations of Computing and Decision Sciences
call carrying capacity
cellular network
channel allocation
frequency reuse partitioning
load balancing
author_facet Sharma Abhijit
Shah Arvind
Chatterjee Monish
Bhattacharya Uma
author_sort Sharma Abhijit
title CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
title_short CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
title_full CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
title_fullStr CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
title_full_unstemmed CAC DPLB MCN: A Distributed Load Balancing Scheme in Multimedia Mobile Cellular Networks
title_sort cac dplb mcn: a distributed load balancing scheme in multimedia mobile cellular networks
publisher Sciendo
series Foundations of Computing and Decision Sciences
issn 2300-3405
publishDate 2016-11-01
description The problem of non-uniform traffic demand in different cells of a cellular network may lead to a gross imbalance in the system performance. Thus, the users in hot cells may suffer from low throughput. In this paper, an effective and simple load balancing scheme CAC_DPLB_MCN is proposed that can effectively reduce the overall call blocking. This model considers dealing with multi-media traffic as well as time-varying geographical traffic distribution. The proposed scheme uses the concept of cell-tiering thereby creating fractional frequency reuse environment. A message exchange based distributed scheme instead of centralized one is used which help the proposed scheme be implemented in a multiple hot cell environment also. Furthermore, concept of dynamic pricing is used to serve the best interest of the users as well as for the service providers. The performance of the proposed scheme is compared with two other existing schemes in terms of call blocking probability and bandwidth utilization. Simulation results show that the proposed scheme can reduce the call blocking significantly in highly congested cell with highest bandwidth utilization. Use of dynamic pricing also makes the scheme useful to increase revenue of the service providers in contrast with compared schemes.
topic call carrying capacity
cellular network
channel allocation
frequency reuse partitioning
load balancing
url https://doi.org/10.1515/fcds-2016-0015
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