Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Electronics & Communication Engineering | Cameroon | Volume 8 Issue 5, May 2019

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

In this paper we model the problem of base station migration as a question of optimization by genetic algorithms in order to minimize a target goal which is a weighted function of network coverage, traffic, energy consumption and the cost of the infrastructure. The model takes as input an area of interest, a set of existing sites, a maximum number of sites, and outputs the optimal number and locations required for sites, including existing sites and new sites. The goal here is to minimize the cost of deploying the new network by reusing existing network sites as much as possible while ensuring that traffic coverage is good and energy consumption is reduced. We proposed and implemented an algorithm to solve the optimization problem formulated based on a model of distribution of mobile stations and the locations of existing sites as well as new sites.

Keywords: Cellular network, Genetic Algorithm, Optimization, Planning

Edition: Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Share this Article

How to Cite this Article?

Raphael Nlend, Emmanuel Tonye, "Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=17051902, Volume 8 Issue 5, May 2019, 1419 - 1427

193 PDF Views | 122 PDF Downloads

Download Article PDF

Click below to Watch Video Lecture of Above Article

Share this Video Lecture



Similar Articles with Keyword 'Cellular network'

Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1516 - 1520

Green Deployment Strategy for HetNets under Matern Hard Core Point Process

Jayalekshmi. M, Priyalakshmi. S

Share this Article

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 10, October 2014

Pages: 1465 - 1468

Coverage and QoS Analysis of LTE Radio Network Planning Considering Khartoum City

Marwa Elbagir Mohammed, Khalid Hamid Bilal

Share this Article

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 12, December 2014

Pages: 632 - 636

Optimization of Power Consumption in MIMO Cellular Networks using Dynamic Semi Definite Relaxation

Tavleen Kaur, Jaspreet Kaur

Share this Article

Case Studies, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1283 - 1286

A Comprehensive Study on System Capacity Improvement in LTE Femtocells by On-Request Channel Allocation

Jayasankar.S

Share this Article

Similar Articles with Keyword 'Genetic Algorithm'

Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2285 - 2288

Clustering and Classification of Images Using ABC-FCM and Naive Bayes Classifier

S. Praveena

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 1, January 2015

Pages: 2703 - 2707

Introduction to Multiple Beams Adaptive Linear Array Using Genetic Algorithm

Ummul Khair Maria Roohi

Share this Article

Research Paper, Electronics & Communication Engineering, Sudan, Volume 4 Issue 5, May 2015

Pages: 2124 - 2126

Performance Evaluation of DCA-GA Using Matlab

Mohammed Kamal Eltoum Barakat, Amin Babiker A/Nabi Mustafa

Share this Article

Review Papers, Electronics & Communication Engineering, India, Volume 4 Issue 5, May 2015

Pages: 430 - 433

Genetic Algorithm for Optimizing Connectivity in Disaster Scenario

S. D. Chavan, Neeta Patil

Share this Article

Similar Articles with Keyword 'Optimization'

Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2018 - 2021

Design and Implementation of Ballot Malfunctioning System Avoidance Security Optimization

A. Lalitha, N. Muthu Sankar

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 4 Issue 4, April 2015

Pages: 2517 - 2520

Communication between Multiple Resources Using Arbiter Design

Shital S. Horte, Dr. D. V. Padole

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 7, July 2014

Pages: 747 - 750

Partial Swarm Optimization for Minimizing Occlusion Problem during Multi-Face Recognition

M. A. Archana, Dinesh Kumar.T, Dr. C. Parthasarathy

Share this Article

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1882 - 1886

Memory Optimization in Adaptive FIR Filter Using APC-OMS

E. Suruthi, D. Sowmiya

Share this Article

Similar Articles with Keyword 'Planning'

Research Paper, Electronics & Communication Engineering, Cameroon, Volume 8 Issue 5, May 2019

Pages: 1419 - 1427

Planning and Optimization Approach using Genetic Algorithms of a New Generation Cellular Network Capitalizing on the Existing Sites

Raphael Nlend, Emmanuel Tonye

Share this Article

Research Paper, Electronics & Communication Engineering, Nigeria, Volume 4 Issue 6, June 2015

Pages: 2024 - 2027

Refractivity Variation Effect on Radio Wave Propagation

Adegboyega Gabriel Adisa

Share this Article

Survey Paper, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 667 - 674

A Survey on VLSI Based Energy Conservation Techniques

Rakhi B. Menon, Gnana Sheela K

Share this Article

Research Paper, Electronics & Communication Engineering, Sudan, Volume 3 Issue 10, October 2014

Pages: 1465 - 1468

Coverage and QoS Analysis of LTE Radio Network Planning Considering Khartoum City

Marwa Elbagir Mohammed, Khalid Hamid Bilal

Share this Article

Case Studies, Electronics & Communication Engineering, India, Volume 4 Issue 3, March 2015

Pages: 1283 - 1286

A Comprehensive Study on System Capacity Improvement in LTE Femtocells by On-Request Channel Allocation

Jayasankar.S

Share this Article
Top