Femtocell placement optimization based on PSO algorithm

Sirait, Rummi and Fath, Nifty (2018) Femtocell placement optimization based on PSO algorithm. AIP Conference Proceedings, 2021: 040005. 040005-1-040005-6. ISSN 0094243X

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Abstract

Femtocell networks have been considered to be a key technology to improve the capacity of cellular systems. However, femtocell networks are usually deployed in indoor environment. Therefore, femtocell placement problems are the most important issue to solve in planning a wireless network, since the conventional manual planning processes is highly inefficient. This paper presents an approach for solving femtocell placement problems in an indoor environment using particle swarm optimization (PSO). The main objective is to select the best position of the femtocell so as to maximize indoor downlink capacity. In a 100 trial study, optimization improved the average SNR up to 3.5 dB. It is shown that the approach is efficient and effective. In conclusion, the approach algorithm is able to improve the throughput of femtocell networks.

Item Type: Article
Additional Information: The 8th Annual Basic Science International Conference AIP Conf. Proc. 2021, 040005-1–040005-6; https://doi.org/10.1063/1.5062749 Published by AIP Publishing.
Uncontrolled Keywords: Telecommunication network; particel swarm optimization, PSO, cellular systems, femtocell, indoor environment
Subjects: Bidang Keilmuan > Algoritma
Bidang Keilmuan > Electrical Engineering
Bidang Keilmuan > Electronic Devices
Bidang Keilmuan > Electronics and Telecommunication
Bidang Keilmuan > Elektronika
Jurnal
Bidang Keilmuan > Networking
Bidang Keilmuan > Telecommunication
Divisions: Fakultas Ketenagalistrikan dan Energi Terbarukan > S1 Teknik Elektro
Depositing User: Yudha Formanto
Date Deposited: 02 Apr 2026 03:54
Last Modified: 02 Apr 2026 03:54
URI: https://repository.itpln.ac.id/id/eprint/6354

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