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Article Details

Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

Analysis of Multi-hop Wireless Sensor Networks using Probability Propagation Models

Author 1: Komgrit Jaksukam
Author 2: Teerawat Tongloy
Author 3: Santad Chuwongin
Author 4: Siridech Boonsang

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2019.0101241

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 10 Issue 12, 2019.

  • Abstract and Keywords
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Abstract: This paper presents a formula for estimating the probability of collecting a given amount of data from a propagation model and multi-hop wireless sensor networks (WSNs) based on Monte Carlo simulation with cluster-tree topology. The probabilistic model is based on an analytical model of the IEEE 802.15.4 MAC protocol. The probability of successful node transmission is extended to the probabilities of successful collection at the cluster P(X=k) and sink node P(X ≥ k). A numerical example has been provided for comparing the probabilities. We propose a model to calculate the probability from the ratio of the collection rate to the total number of nodes and therefore provide the likeliness of complete data collection. Finally, the results from our analysis provide an estimation of the probability of achieving successful transmission in WSNs.

Keywords: Probabilistic modelling; wireless sensor network; multi-hop networks; data collection scheme; Monte Carlo simulation; probability propagation models; probabilistic analysis

Komgrit Jaksukam, Teerawat Tongloy, Santad Chuwongin and Siridech Boonsang, “Analysis of Multi-hop Wireless Sensor Networks using Probability Propagation Models” International Journal of Advanced Computer Science and Applications(IJACSA), 10(12), 2019. http://dx.doi.org/10.14569/IJACSA.2019.0101241

@article{Jaksukam2019,
title = {Analysis of Multi-hop Wireless Sensor Networks using Probability Propagation Models},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2019.0101241},
url = {http://dx.doi.org/10.14569/IJACSA.2019.0101241},
year = {2019},
publisher = {The Science and Information Organization},
volume = {10},
number = {12},
author = {Komgrit Jaksukam and Teerawat Tongloy and Santad Chuwongin and Siridech Boonsang}
}


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