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Sensors 2011, 11(3), 3020-3036; doi:10.3390/s110303020
Article

Estimation of Physiological Tremor from Accelerometers for Real-Time Applications

1,*  and 2
Received: 10 January 2011; in revised form: 28 February 2011 / Accepted: 4 March 2011 / Published: 7 March 2011
(This article belongs to the Section Physical Sensors)
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Abstract: Accurate filtering of physiological tremor is extremely important in robotics assisted surgical instruments and procedures. This paper focuses on developing single stage robust algorithms for accurate tremor filtering with accelerometers for real-time applications. Existing methods rely on estimating the tremor under the assumption that it has a single dominant frequency. Our time-frequency analysis on physiological tremor data revealed that tremor contains multiple dominant frequencies over the entire duration rather than a single dominant frequency. In this paper, the existing methods for tremor filtering are reviewed and two improved algorithms are presented. A comparative study is conducted on all the estimation methods with tremor data from microsurgeons and novice subjects under different conditions. Our results showed that the new improved algorithms performed better than the existing algorithms for tremor estimation. A procedure to separate the intended motion/drift from the tremor component is formulated.
Keywords: tremor; inertial sensors; BMFLC; Kalman filter; real-time estimation tremor; inertial sensors; BMFLC; Kalman filter; real-time estimation
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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MDPI and ACS Style

Veluvolu, K.C.; Ang, W.T. Estimation of Physiological Tremor from Accelerometers for Real-Time Applications. Sensors 2011, 11, 3020-3036.

AMA Style

Veluvolu KC, Ang WT. Estimation of Physiological Tremor from Accelerometers for Real-Time Applications. Sensors. 2011; 11(3):3020-3036.

Chicago/Turabian Style

Veluvolu, Kalyana C.; Ang, Wei Tech. 2011. "Estimation of Physiological Tremor from Accelerometers for Real-Time Applications." Sensors 11, no. 3: 3020-3036.



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