Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor
Inertial can be defined as disinclination to motion, action, or change. The inertia of an object is the propensity to remain at rest or if in motion, stays in motion at a steady speed. MPU6050 is one of the low-cost motion tracking sensors that contain a 3-axis gyroscope and 3-axis accelerometer...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Penerbit Universiti Kebangsaan Malaysia
2022
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| Online Access: | http://journalarticle.ukm.my/20600/ http://journalarticle.ukm.my/20600/1/24.pdf |
| _version_ | 1848815145244950528 |
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| author | Juwita Mohd Sultan, Nurul Huda Zani, Mohd Azuani, Siti Zuraidah Ibrahim, Azdiana Md Yusop, |
| author_facet | Juwita Mohd Sultan, Nurul Huda Zani, Mohd Azuani, Siti Zuraidah Ibrahim, Azdiana Md Yusop, |
| author_sort | Juwita Mohd Sultan, |
| building | UKM Institutional Repository |
| collection | Online Access |
| description | Inertial can be defined as disinclination to motion, action, or change. The inertia of an object is the propensity to remain
at rest or if in motion, stays in motion at a steady speed. MPU6050 is one of the low-cost motion tracking sensors
that contain a 3-axis gyroscope and 3-axis accelerometer orientation measurement. It is used to analyse the
movement or location of a person in an indoor environment. This research is to analyse the accuracy of the inertial
measurement of the MPU 6050 sensor. Next, is to improve the achievable accuracy rate up to 95% using the
complementary filter and finally to visualize the results on an IoT platform. This MPU6050 sensor is beneficial to an
emergency responder such as the firefighter’s department. The accurate inertial measurement and location will help to
detect the movement and the motion of the firefighter during operation, especially in an indoor environment. The
sensor will detect and collects the inertial measurement of an emergency responder and transmit the data wirelessly by
using ESP8266 NodeMCU. Finally, the results can be viewed on an IoT platform. However, the results obtained from
the MPU 6050 sensor is not perfectly accurate as there is noise during the measurement. Therefore, a complementary
filter is used and analysed in this research. It is expected that the inertial location’s accuracy could be improved by 95%
that will provide a precise movement and location of the firefighter during operation. |
| first_indexed | 2025-11-15T00:45:19Z |
| format | Article |
| id | oai:generic.eprints.org:20600 |
| institution | Universiti Kebangasaan Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T00:45:19Z |
| publishDate | 2022 |
| publisher | Penerbit Universiti Kebangsaan Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | oai:generic.eprints.org:206002022-11-28T12:47:15Z http://journalarticle.ukm.my/20600/ Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor Juwita Mohd Sultan, Nurul Huda Zani, Mohd Azuani, Siti Zuraidah Ibrahim, Azdiana Md Yusop, Inertial can be defined as disinclination to motion, action, or change. The inertia of an object is the propensity to remain at rest or if in motion, stays in motion at a steady speed. MPU6050 is one of the low-cost motion tracking sensors that contain a 3-axis gyroscope and 3-axis accelerometer orientation measurement. It is used to analyse the movement or location of a person in an indoor environment. This research is to analyse the accuracy of the inertial measurement of the MPU 6050 sensor. Next, is to improve the achievable accuracy rate up to 95% using the complementary filter and finally to visualize the results on an IoT platform. This MPU6050 sensor is beneficial to an emergency responder such as the firefighter’s department. The accurate inertial measurement and location will help to detect the movement and the motion of the firefighter during operation, especially in an indoor environment. The sensor will detect and collects the inertial measurement of an emergency responder and transmit the data wirelessly by using ESP8266 NodeMCU. Finally, the results can be viewed on an IoT platform. However, the results obtained from the MPU 6050 sensor is not perfectly accurate as there is noise during the measurement. Therefore, a complementary filter is used and analysed in this research. It is expected that the inertial location’s accuracy could be improved by 95% that will provide a precise movement and location of the firefighter during operation. Penerbit Universiti Kebangsaan Malaysia 2022 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/20600/1/24.pdf Juwita Mohd Sultan, and Nurul Huda Zani, and Mohd Azuani, and Siti Zuraidah Ibrahim, and Azdiana Md Yusop, (2022) Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor. Jurnal Kejuruteraan, 34 (5). pp. 959-964. ISSN 0128-0198 https://www.ukm.my/jkukm/volume-3405-2022/ |
| spellingShingle | Juwita Mohd Sultan, Nurul Huda Zani, Mohd Azuani, Siti Zuraidah Ibrahim, Azdiana Md Yusop, Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title | Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title_full | Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title_fullStr | Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title_full_unstemmed | Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title_short | Analysis of inertial measurement accuracy using complementary filter for MPU6050 sensor |
| title_sort | analysis of inertial measurement accuracy using complementary filter for mpu6050 sensor |
| url | http://journalarticle.ukm.my/20600/ http://journalarticle.ukm.my/20600/ http://journalarticle.ukm.my/20600/1/24.pdf |