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Data Mining Application with Fuzzy Logic Method for Monitoring Vehicle Position Based on Android
Munaf Ismail, Sri Arttini Dwi Prasetyowati, Ida Widihastuti

Universitas Islam Sultan Agung


Abstract

Cases of vehicles theft in the Central Java region occurred 869 cases, the percentage was 57.86% against other crimes. To prevent vehicles theft, the police need public participation by increasing awareness of their vehicles. Vehicle theft can occur due to owner negligence and lack of safety locks on the vehicle. This study aims to create data mining application as monitoring vehicle position. The transmitter WiFi 2.4 GHz placed on a vehicle, then measured the RSSI signal by an android application based on fuzzy logic. Indication of theft is that the vehicle is positioned away from the owner, so the signal RSSI is less than -90 dBm. Fuzzy logic monitors this change in distance. When the membership function is lost, fuzzy logic instruct android to activated the alarm . Fuzzy logic was able to make decision give a alarm to user when RSSI signal less than -90 dBm. RSSI signal is less than -90 dBm when the distance is 20 meters if there is a wall barrier, without obstacle the distance is up to 80 meters. RSSI signal is influenced by the measurement environment.

Keywords: Data mining application, Fuzzy Logic, Monitoring vehicle position

Topic: Information Technology

Link: https://ifory.id/abstract/PERM47mFTWAr

Conference: THE 7th INTERNATIONAL CONFERENCE ON DV-X? METHOD (ICDM 2019)

Plain Format | Corresponding Author (Munaf Ismail)

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