Time in Physics: Journal for Theoretical, Instrumentation, Material-Molecular, and Education Physics
Vol. 1 No. 1 (2023): February

Pengenalan Suara sebagai Pengendali Mobile Robot dengan Metode Adaptive Neuro-Fuzzy Inference System

Muhamad Agung Suhendra (Program Studi Fisika, Fakultas Sains, Universitas Mandiri)
Timbo Faritcan Parlaungan (Program Studi Informatika, Fakultas Teknik, Universitas Mandiri)
Tedi Sumardi (Program Studi Fisika, Fakultas Sains, Universitas Mandiri)



Article Info

Publish Date
26 Feb 2023

Abstract

Voice recognition or speech recognition is a biometric technology that has very wide applications, one of which is for simple robot motion control. There are three stages in this research, namely data acquisition, feature extraction, and data classification. For feature extraction, the wavelet transform method is used which can analyze non-stationary and non-linear signals, while for data classification, the Adaptive Neuro-Fuzzy Inference System (Anfis) method is used. The result of data classification is 92.25% and 7.75% error. So, based on the results of the classification accuracy, the robot can be moved via voice commands and to anticipate the error value, the ultrasonic sensor feature is added to the robot as an alternative control.

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Journal Info

Abbrev

timeinphys

Publisher

Subject

Education Mathematics Physics

Description

Time in Physics: Journal for Theoretical, Instrumentation, Material-Molecular, and Education Physics is a peer-reviewed journal that is published by Universitas Mandiri and managed by the Department of Physics, Faculty of Science, Universitas Mandiri. TIME in Physics is published periodically second ...