Initial study of low cost crepitus joint degradation finding using acoustic localization
Costs; Data acquisition; Gradient methods; Microphones; Software engineering; Time difference of arrival; 'current; Acoustic localization; Acoustic method; Aoa (angleof-arrival); Crepitus; Localisation; Low-costs; Medical practitioner; Set-ups; Triboacoustic; Diagnosis
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Institute of Electrical and Electronics Engineers Inc.
2023
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my.uniten.dspace-251552023-05-29T16:07:00Z Initial study of low cost crepitus joint degradation finding using acoustic localization Leong Y.W. Seki H. Anuar A. Nadarajan C. Jusoh M.H.B. Jalal M.F.B.A. See O.H. Sahari K.S.B.M. 26326032700 7202492680 13609166500 57189373332 57215962371 37116431100 16023044400 57218170038 Costs; Data acquisition; Gradient methods; Microphones; Software engineering; Time difference of arrival; 'current; Acoustic localization; Acoustic method; Aoa (angleof-arrival); Crepitus; Localisation; Low-costs; Medical practitioner; Set-ups; Triboacoustic; Diagnosis Current methods of joint diagnosis depend on invasive, radiative methods, large set ups and requiring skilled operators, which are still not able to assess the joint during motion. Replacing these methods are acoustic methods, which are only able to diagnose joint health based on the characteristics sound emitted by a moving joint. This paper looks into informing the medical practitioner of the locations of joint damage instead, hence the feasibility of localizing upon the damaged part of the joint, which is represented by a playback of a recording of crepitus sounds emitted from a human joint in 2 dimensional settings. Three microphones, an earphone and a data acquisition device were used to implement the testing. Using the time-difference-of-arrival (TDOA) between the 3 sensors, the Angle-of-Arrival (AOA) method was used to attain the initial localization coordinates. These coordinates were then fed into a gradient descent algorithm to reduce the positioning error of the AOA method, yielding the final position results. Results show that the developed system is able to achieve localization errors of less than 1.0 cm. Copyright � JCSSE 2020 - 17th International Joint Conf. on Computer Science and Software Engineering. Final 2023-05-29T08:07:00Z 2023-05-29T08:07:00Z 2020 Conference Paper 10.1109/JCSSE49651.2020.9268433 2-s2.0-85098525316 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85098525316&doi=10.1109%2fJCSSE49651.2020.9268433&partnerID=40&md5=aaf0776caec9bf551fe24d372372dfb7 https://irepository.uniten.edu.my/handle/123456789/25155 9268433 1 5 Institute of Electrical and Electronics Engineers Inc. Scopus |
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Costs; Data acquisition; Gradient methods; Microphones; Software engineering; Time difference of arrival; 'current; Acoustic localization; Acoustic method; Aoa (angleof-arrival); Crepitus; Localisation; Low-costs; Medical practitioner; Set-ups; Triboacoustic; Diagnosis |
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26326032700 |
| author_facet |
26326032700 Leong Y.W. Seki H. Anuar A. Nadarajan C. Jusoh M.H.B. Jalal M.F.B.A. See O.H. Sahari K.S.B.M. |
| format |
Conference Paper |
| author |
Leong Y.W. Seki H. Anuar A. Nadarajan C. Jusoh M.H.B. Jalal M.F.B.A. See O.H. Sahari K.S.B.M. |
| spellingShingle |
Leong Y.W. Seki H. Anuar A. Nadarajan C. Jusoh M.H.B. Jalal M.F.B.A. See O.H. Sahari K.S.B.M. Initial study of low cost crepitus joint degradation finding using acoustic localization |
| author_sort |
Leong Y.W. |
| title |
Initial study of low cost crepitus joint degradation finding using acoustic localization |
| title_short |
Initial study of low cost crepitus joint degradation finding using acoustic localization |
| title_full |
Initial study of low cost crepitus joint degradation finding using acoustic localization |
| title_fullStr |
Initial study of low cost crepitus joint degradation finding using acoustic localization |
| title_full_unstemmed |
Initial study of low cost crepitus joint degradation finding using acoustic localization |
| title_sort |
initial study of low cost crepitus joint degradation finding using acoustic localization |
| publisher |
Institute of Electrical and Electronics Engineers Inc. |
| publishDate |
2023 |
| _version_ |
1806427393928200192 |
| score |
13.2014675 |