手势控制蒙古纳坎方法互补滤波

Ahmad Fajar Magsyar, Yohanes Suban Belutowe, Petrus Katemba
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引用次数: 0

摘要

本研究将讨论在使用陀螺仪和加速度计传感器的硬件开发中使用互补滤波方法,以便查看传感器读取运动的能力,并评估在具有不同侵略性水平的运动下使用时的有效性。互补滤波器方法,顾名思义是滤波器输入数据从陀螺仪和加速度计传感器,这种方法可以把数据从传感器和组合成一个更准确的数据,忽略了缺点和使用每个传感器的优势将使用的设备是MPU6050 GY521,这个装置有两个传感器在一个PCB所以更容易和更有效的使用,它有3个轴,这意味着该设备可以读取三维空间中的运动,使用的微控制器是Arduino的一个变种,带有ATmega处理器。经过测试发现,使用互补滤波方法将大大有助于数据的准确性,因为滤波后的数据包含非常小的噪声,与未使用滤波方法的原始数据相比差异显着,但由于仍然会发生延迟,使用这种滤波方法无法避免,因此该设备只能在一定程度的运动中使用
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GESTURE CONTROL MENGGUNAKAN METODE COMPLEMENTARY FILTER
This study will discuss the use of the Complementary Filter method in hardware development that use gyroscope and accelerometer sensors, in order to see the ability of the sensor to read movement and assess how effective it is when used under movements with varying levels of aggressiveness. The complementary filter is a method that as the name suggests is to filter input data taken from the gyroscope and accelerometer sensors, this method is able to take data from both sensors and combine them into a single data that is more accurate by ignoring the shortcomings and using the advantages of each sensors The device that will be used is the MPU6050 GY521, this is a device that has both the two sensors on a single PCB so it is easier and more efficient to use, it has 3 axes meaning that this device can read motion in 3-dimensional space, the microcontroller used is a a variant of Arduino with an ATmega processor. After doing the test it was found that the use of the complementary filter method will greatly help the accuracy of the data because the filtered data contains very small noise with a significant difference when compared to raw data without using the filtering method, but because delay still can happens, wich cannot be helped by using this filtering method, this device can only be used with certain levels of movement
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PENGENDALIAN LAMPU BERBASIS IOT MENGGUNAKAN NODEMCU DAN SENSOR CAHAYA PERANCANGAN PERANGKAT LUNAK REGISTRASI DAN ANTRIAN PADA PUSKESMAS BERBASIS WEB SISTEM PENDUKUNG KEPUTUSAN MENGGUNAKAN METODE ELIMINATION AND CHOICE TRANSLATION REALITY (ELECTRE) PADA PEMILIHAN CALON PESERTA OLIMPIADE DI SMA NEGERI 4 KUPANG SISTEM PENDUKUNG KEPUTUSAN IDENTIFIKASI BALITA STUNTING MENGGUNAKAN METODE PROMETHEE SISTEM INFORMASI PERHITUNGAN TUNJANGAN PEGAWAI DAN GAJI HONORER BERBASIS WEBSITE PADA DINAS PENANAMAN MODAL DAN PELAYANAN TERPADU SATU PINTU KABUPATEN KUPANG
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