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케이블 진동 측정을 통한 실시간 케이블 장력 추정Real Time Estimation of Cable Tension from Transverse Vibration Measurement

Other Titles
Real Time Estimation of Cable Tension from Transverse Vibration Measurement
Authors
강민식
Issue Date
2018
Publisher
한국소음진동공학회
Keywords
케이블 로봇; 장력; 노치필터; 최소평균자승 알고리듬; 실시간 추정; 기하학적 수렴성 해석; Cable Robot; Tension; Notch Filter; LMS Algorithm; Real Time Estimation; Geometric Convergence Analysis
Citation
한국소음진동공학회논문집, v.28, no.1, pp.125 - 133
Journal Title
한국소음진동공학회논문집
Volume
28
Number
1
Start Page
125
End Page
133
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/5153
DOI
10.5050/KSNVE.2018.28.1.125
ISSN
1598-2785
Abstract
In cable driven robot, measurement of cable tension is necessary to ensure system stability and control of position and attitude of platform driven by cables. However direct measurement of cable tension is not only difficult but also inaccurate because of disturbances such as friction and inertia of pulleys, etc. In this paper, an indirect real time tension estimation of cable was addressed. In this algorithm, cable tension is calculated from estimated vibration frequency of cable. To track fast changing nature of vibration frequency of cable during robot operation, the estimation algorithm bases on least mean square (LMS) method. The conditions for convergence of the LMS algorithm are derived and the directional convergence properties were discussed from a new geometric vector analysis. The feasibility of the proposed algorithm was verified along with some computer simulations.
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