Title :
Pose estimation with capacitive sensors experiencing non-linear response to tilt
Author :
Clark, Leon ; Shirinzadeh, Bijan ; Yongmin Zhong ; Smith, Johan
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Monash Univ., Clayton, VIC, Australia
Abstract :
Capacitive sensors are commonly employed for linear displacement measurement in many applications for micro and nano scale manipulation. However, the introduction of angular motion causes the capacitance to change non-linearly, resulting in erroneous measurements. With capacitive sensors being ubiquitous in the implementation of micro/nano positioners, and with an increasing number of mechanism designs providing angular motion, it is desirable to adapt these sensors for this purpose. This paper presents the development of a model of a multi degree of freedom capacitance sensing and measurement system. An algorithm is proposed to invert this functional model, allowing for the estimation of mechanism pose given capacitance measurements.
Keywords :
capacitive sensors; displacement measurement; measurement errors; measurement systems; micropositioning; motion measurement; nanopositioning; pose estimation; angular motion; capacitive sensors; erroneous measurements; functional model; linear displacement measurement; mechanism designs; mechanism pose estimation; micropositioners; microscale manipulation; multidegree of freedom capacitance sensing system; nanopositioners; nanoscale manipulation; nonlinear tilt response; pose estimation; Capacitance; Capacitive sensors; Estimation; Noise; Position measurement; Training;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878143