Title :
Design and Calibration of an Optical Micro Motion Sensing System for Micromanipulation Tasks
Author :
Win, T.L. ; Tan, U.-X. ; Shee, C.Y. ; Ang, W.T.
Author_Institution :
Sch. of Mech. & Aerosp. Eng., Nanyang Technol. Univ., Singapore
Abstract :
An optical sensing system has been developed using a pair of orthogonally placed position sensitive detectors (PSD) to track 3D displacement of a microsurgical instrument tip in real-time. An infrared (IR) diode is used to illuminate the workspace. A ball is attached to the tip of an intraocular shaft to reflect IR rays onto the PSDs. Instrument tip position is then calculated from the centroid positions of reflected IR light on the respective PSDs. The system can be used to assess the accuracy of hand-held microsurgical instruments and operator performance in micromanipulation tasks, such as microsurgeries. In order to eliminate inherent nonlinearity of the PSDs and lenses, calibration is performed using a feedforward neural network. After calibration, percentage RMS error is reduced from about 5.46 % to about 0.16%. The system RMS noise is about 0.7 mum. The sampling rate of the system is 250 Hz.
Keywords :
feedforward neural nets; medical robotics; micromanipulators; motion control; optical tracking; position control; surgery; 3D displacement tracking; IR diode; feedforward neural network; infrared diode; micromanipulation; microsurgeries; microsurgical instrument tip; optical micromotion sensing system; position sensitive detectors; Calibration; Diodes; Instruments; Microsurgery; Optical design; Optical sensors; Position sensitive particle detectors; Real time systems; Shafts; Surgery; Position Sensitive Detectors; lenses; microsurgery; neural network; resolution;
Conference_Titel :
Robotics and Automation, 2007 IEEE International Conference on
Conference_Location :
Roma
Print_ISBN :
1-4244-0601-3
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2007.363995