Simulasi Deployment Jaringan Sensor Nirkabel Berdasarkan Algoritma Particle Swarm Optimization
Deployment is one of several important issues in Wireless Sensor Network (WSN). During WSN deployment, the connectivity between each sensor nodes must be considered carefully to create reliable communication. In this research, we propose a WSN deployment tool based on Particle Swarm Optimizatio...
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| Format: | Article |
| Language: | English |
| Published: |
Jurusan Teknik Elektro dan Teknologi Informasi, UGM
2012
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| Subjects: | |
| Online Access: | https://repository.ugm.ac.id/37634/1/Simulasi_Deployment_Jaringan_Sensor_Nirkabel.pdf |
| _version_ | 1797020289358364672 |
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| author | Saharuna, Zawiyah Widyawan, Widyawan Sumaryono, Sujoko |
| author_facet | Saharuna, Zawiyah Widyawan, Widyawan Sumaryono, Sujoko |
| author_sort | Saharuna, Zawiyah |
| collection | UGM |
| description | Deployment is one of several important issues in
Wireless Sensor Network (WSN). During WSN deployment, the
connectivity between each sensor nodes must be considered
carefully to create reliable communication. In this research, we
propose a WSN deployment tool based on Particle Swarm
Optimization (PSO) algorithm with connectivity of the wireless to
be our concern. Implementation of the PSO algorithm is focused
to optimize received power of each sensor node based on its
position in the 2D space. Therefore, every sensor node in the
network will be able to reach its best position and improves the
network connectivity. The deployment simulation results with
various transmit power (e.g. -25 dB, -28 dB, -31 dB, -34 dB, -37
dB, -40 dB, -43 dB, and -46 dB) are successfully form a network
with well maintained connectivity. After 100 times of simulation,
the average of convergence is reached at iteration 29. |
| first_indexed | 2024-03-05T23:28:10Z |
| format | Article |
| id | oai:generic.eprints.org:37634 |
| institution | Universiti Gadjah Mada |
| language | English |
| last_indexed | 2024-03-05T23:28:10Z |
| publishDate | 2012 |
| publisher | Jurusan Teknik Elektro dan Teknologi Informasi, UGM |
| record_format | dspace |
| spelling | oai:generic.eprints.org:376342014-07-02T07:57:45Z https://repository.ugm.ac.id/37634/ Simulasi Deployment Jaringan Sensor Nirkabel Berdasarkan Algoritma Particle Swarm Optimization Saharuna, Zawiyah Widyawan, Widyawan Sumaryono, Sujoko Electrical and Electronic Engineering Deployment is one of several important issues in Wireless Sensor Network (WSN). During WSN deployment, the connectivity between each sensor nodes must be considered carefully to create reliable communication. In this research, we propose a WSN deployment tool based on Particle Swarm Optimization (PSO) algorithm with connectivity of the wireless to be our concern. Implementation of the PSO algorithm is focused to optimize received power of each sensor node based on its position in the 2D space. Therefore, every sensor node in the network will be able to reach its best position and improves the network connectivity. The deployment simulation results with various transmit power (e.g. -25 dB, -28 dB, -31 dB, -34 dB, -37 dB, -40 dB, -43 dB, and -46 dB) are successfully form a network with well maintained connectivity. After 100 times of simulation, the average of convergence is reached at iteration 29. Jurusan Teknik Elektro dan Teknologi Informasi, UGM 2012-11 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/37634/1/Simulasi_Deployment_Jaringan_Sensor_Nirkabel.pdf Saharuna, Zawiyah and Widyawan, Widyawan and Sumaryono, Sujoko (2012) Simulasi Deployment Jaringan Sensor Nirkabel Berdasarkan Algoritma Particle Swarm Optimization. Jurnal Nasional Teknik elektro dan Teknologi Informasi. ISSN 2301-4156 http://jnteti.te.ugm.ac.id/edisi%20detil.php?pdf=November%202012/11-Simulasi%20Deployment%20Jaringan%20Sensor%20Nirkabel%20%284%29 |
| spellingShingle | Electrical and Electronic Engineering Saharuna, Zawiyah Widyawan, Widyawan Sumaryono, Sujoko Simulasi Deployment Jaringan Sensor Nirkabel Berdasarkan Algoritma Particle Swarm Optimization |
| title | Simulasi Deployment Jaringan Sensor Nirkabel
Berdasarkan Algoritma Particle Swarm Optimization |
| title_full | Simulasi Deployment Jaringan Sensor Nirkabel
Berdasarkan Algoritma Particle Swarm Optimization |
| title_fullStr | Simulasi Deployment Jaringan Sensor Nirkabel
Berdasarkan Algoritma Particle Swarm Optimization |
| title_full_unstemmed | Simulasi Deployment Jaringan Sensor Nirkabel
Berdasarkan Algoritma Particle Swarm Optimization |
| title_short | Simulasi Deployment Jaringan Sensor Nirkabel
Berdasarkan Algoritma Particle Swarm Optimization |
| title_sort | simulasi deployment jaringan sensor nirkabel berdasarkan algoritma particle swarm optimization |
| topic | Electrical and Electronic Engineering |
| url | https://repository.ugm.ac.id/37634/1/Simulasi_Deployment_Jaringan_Sensor_Nirkabel.pdf |
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