Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization
This paper studies the base station selection in open access picocell networks using Particle Swarm Optimization (PSO) algorithm. Mobile users can choose to connect either a picocell or a microcell to improve their signal quality. Modeling base station in an area gives various signal quality, wh...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2015
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| Subjects: | |
| Online Access: | https://repository.ugm.ac.id/135219/1/B02%20Modeling%20Base%20Station%20Selection%20in%20Open%20Access%20Picocell%20Networks%20Using%20Particle%20Swarm%20Optimization.pdf |
| _version_ | 1826049346990243840 |
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| author | Adrian, Ronald Mustika, I Wayan iswandi, iswandi |
| author_facet | Adrian, Ronald Mustika, I Wayan iswandi, iswandi |
| author_sort | Adrian, Ronald |
| collection | UGM |
| description | This paper studies the base station selection in open
access picocell networks using Particle Swarm Optimization
(PSO) algorithm. Mobile users can choose to connect either a
picocell or a microcell to improve their signal quality. Modeling
base station in an area gives various signal quality, which depends
on the distance between mobile user and base station. The problem
can be formulated as to select the shortest link from the mobile
users to many base stations at different distances. Modification of
PSO algorithm provides the selection of base stations through the
calculations to find the signal power from a mobile user to a base
station in term of signal to noise ratio (SNR). The simulation
results show that PSO can estimate the best position of base station
through the selection based on the distance and the quality of
signal power. Indicator of base station selection uses the value of
RMSE and coefficient of the standard error. This value
determines the quality of precision, accuracy and trueness.
Keywords— pso; picocell; microcell; base station |
| first_indexed | 2024-03-13T23:44:31Z |
| format | Conference or Workshop Item |
| id | oai:generic.eprints.org:135219 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-03-13T23:44:31Z |
| publishDate | 2015 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:1352192015-10-05T02:56:02Z https://repository.ugm.ac.id/135219/ Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization Adrian, Ronald Mustika, I Wayan iswandi, iswandi Electrical and Electronic Engineering This paper studies the base station selection in open access picocell networks using Particle Swarm Optimization (PSO) algorithm. Mobile users can choose to connect either a picocell or a microcell to improve their signal quality. Modeling base station in an area gives various signal quality, which depends on the distance between mobile user and base station. The problem can be formulated as to select the shortest link from the mobile users to many base stations at different distances. Modification of PSO algorithm provides the selection of base stations through the calculations to find the signal power from a mobile user to a base station in term of signal to noise ratio (SNR). The simulation results show that PSO can estimate the best position of base station through the selection based on the distance and the quality of signal power. Indicator of base station selection uses the value of RMSE and coefficient of the standard error. This value determines the quality of precision, accuracy and trueness. Keywords— pso; picocell; microcell; base station 2015-06-03 Conference or Workshop Item PeerReviewed application/pdf en https://repository.ugm.ac.id/135219/1/B02%20Modeling%20Base%20Station%20Selection%20in%20Open%20Access%20Picocell%20Networks%20Using%20Particle%20Swarm%20Optimization.pdf Adrian, Ronald and Mustika, I Wayan and iswandi, iswandi (2015) Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization. In: 10th International Forum on Strategic Technology (IFOST 2015), 3 - 5 Juni 2015, Bali. |
| spellingShingle | Electrical and Electronic Engineering Adrian, Ronald Mustika, I Wayan iswandi, iswandi Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title | Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title_full | Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title_fullStr | Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title_full_unstemmed | Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title_short | Modeling Base Station Selection in Open Access Picocell Networks Using Particle Swarm Optimization |
| title_sort | modeling base station selection in open access picocell networks using particle swarm optimization |
| topic | Electrical and Electronic Engineering |
| url | https://repository.ugm.ac.id/135219/1/B02%20Modeling%20Base%20Station%20Selection%20in%20Open%20Access%20Picocell%20Networks%20Using%20Particle%20Swarm%20Optimization.pdf |
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