Title :
Adaptive cancelling of physiological tremor for improved precision in microsurgery
Author :
Riviere, Cameron N. ; Rader, R. Scott ; Thakor, Nitish V.
Author_Institution :
Dept. of Mech. Eng., Johns Hopkins Univ., Baltimore, MD, USA
fDate :
7/1/1998 12:00:00 AM
Abstract :
Physiological hand tremor impedes microsurgery. We present both a novel adaptive algorithm for tremor estimation and a new technique for active real-time cancelling of physiological tremor. Tremor is modeled online using the weighted-frequency Fourier linear combiner (WFLC). This adaptive algorithm models tremor as a modulating sinusoid, and tracks its frequency, amplitude and phase. Piezoelectric actuators move the surgical instrument tip in opposition to the motion of tremor, effectively subtracting the tremor from the total motion. We demonstrate the technique in 1D using a cantilever apparatus as a benchtop simulation of the surgical instrument. Actual hand motion, prerecorded during simulated surgery, is used as input. In 25 tests, WFLC tremor compensation reduces the RMS tip motion in the 6-16 Hz tremor band by 67%, and reduces the RMS error with respect to an a posteriori estimate of voluntary motion by 30%. The technique can be implemented in a hand-held microsurgical instrument.
Keywords :
adaptive control; biomechanics; biomedical engineering; physiological models; piezoelectric actuators; surgery; vibration control; 6 to 16 Hz; a posteriori estimate; active real-time canceling; actual hand motion; adaptive algorithm; adaptive canceling; amplitude; benchtop simulation; cantilever apparatus; frequency; hand-held microsurgical instrument; microsurgery; modulating sinusoid; one dimension; phase; physiological hand tremor; piezoelectric actuators; precision; root mean square error; root mean square tip motion; simulated surgery; surgical instrument tip; tremor estimation; voluntary motion; weighted-frequency Fourier linear combiner tremor compensation; Adaptive algorithm; Amplitude modulation; Frequency; Impedance; Microsurgery; Phase modulation; Piezoelectric actuators; Surgery; Surgical instruments; Testing; Algorithms; Equipment Design; Fourier Analysis; Humans; Microsurgery; Models, Biological; Tremor; Vitreous Body;
Journal_Title :
Biomedical Engineering, IEEE Transactions on