Aviation Electronics, Information Technology, Telecommunications, Electricals, Controls (AVITEC)
Vol 3, No 1 (2021): February

Estimasi Sudut Rotasi Benda Kaku Berbasis IMU Menggunakan Kalman Filter

Lasmadi Lasmadi (Sekolah Tinggi Teknologi Adisutjipto)
Freddy Kurniawan (Sekolah Tinggi Teknologi Adisutjipto)
Muhammad Irfan Pamungkas (Sekolah Tinggi Teknologi Adisutjipto)



Article Info

Publish Date
22 Feb 2021

Abstract

Rotation angle estimates are often required and applied to the dynamics of spacecraft, UAVs, robots, underwater vehicles, and other systems before control. IMU is an electronic module that is used as an angle estimation tool but has noise that can reduce the accuracy of the estimation. This study aims to develop an estimation model for the angle of rotation of a rigid body based on the IMU-gyroscope sensor on a smartphone using a Kalman filter. The estimation model is developed in a simple dynamic equation of motion in state-space. Kalman filters are designed based on system dynamics models to reduce noise in sensor data and improve measurement estimation results. Simulations are carried out with software to investigate the accuracy of the developed estimation algorithm. Experiments were carried out on several smartphone rotations during the roll, pitch, and yaw. Then, the experimental data obtained is analyzed for accuracy by comparing the built-in algorithms on smartphones. Based on the experimental results, the accuracy rate of estimation angle is 94% before going through the Kalman filter and an accuracy level of above 98% after going through the Kalman filter for every rotation on the x-axis, y-axis, and z-axis.

Copyrights © 2021






Journal Info

Abbrev

avitec

Publisher

Subject

Aerospace Engineering Computer Science & IT Electrical & Electronics Engineering Engineering

Description

This journal is the scientific publications journal published by Department of Electrical Engineering, Sekolah Tinggi Teknologi Adisutjipto. It aims to promote and disseminate the research finding in the development of management theories and practices. It will provide a platform for academicians, ...