Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 6 No 9 (2022): September 2022

Analisis Metode Fuzzy Tsukamoto dan Floyd-Warshall untuk Pencarian Rute Terbaik pada Wireless Sensor Network berbasis Matlab

Rizky Septian Damanik (Fakultas Ilmu Komputer, Universitas Brawijaya)
Mochammad Hannats Hanafi Ichsan (Fakultas Ilmu Komputer, Universitas Brawijaya)
Sabriansyah Rizqika Akbar (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
07 Sep 2022

Abstract

This study discusses finding the shortest route with the Fuzzy Tsukamoto algorithm in the Wireless Sensor network (WSN). The Fuzzy Tsukamoto algorithm is one of the algorithms that analyzes inputs, evaluates a number of possible paths and produces solutions. This research is intended to find out the results of data visualization in matlab, the best rute that can be produced, and the time used by this Fuzzy Tsukamoto algorithm. This research was conducted in several stages including the preparation of fuzzy, fuzzification, inference, defuzzification, and continued with the Floyd-warshall algorithm to determine the most efficient distance from nodes that have been plotted randomly on WSN. This Floyd-Warshall algorithm works by relying on weights issued by Fuzzy Tsukamoto. From this study, data from experiments with nodes 10 to 1000 were obtained against distance, time, and QOS parameters in the form of throughput, packetloss, energy, delay. Based on these parameters, coherence is obtained between the number of nodes and the time used where the more nodes, the longer the time used in the algorithm computing system will be. This is in contrast to the relationship of nodes with other parameters, namely distance and QOS, where the increase in the number of nodes does not affect the result of these parameters because the node plots on the WSN are carried out randomly and the shortest route taking is based on the smallest weight of the Fuzzy Tsukamoto algorithm. Based on the results of the study, it can be concluded that fuzzy Tsukamoto's algorithm can be well in determining the shortest route of nodes that have been plotted randomly.

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Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...