OTHER
Accurate estimation of angular position and speed for a capacitive sensor based on an extended Kalman filter approach
Gerald Steiner, Daniel Watzenig
- Year
- 2004
- Citations
- 3
Abstract
The determination of angular position and speed is an important task in the field of robotics. Non-contacting capacitive sensors are often used for industrial applications because of their insensitivity in terms of temperature, vibrations, moist and other environmental influences. This paper presents a new approach for robust and accurate estimation of angular position and speed for capacitive Sensors based on an Extended Kalman Filter (EKF). The new method leads to improved results compared with previously used signal processing algorithms.
Keywords
Extended Kalman filterCapacitive sensingKalman filterPosition (finance)Computer scienceAngular velocityAngular displacementArtificial intelligenceRoboticsControl theory (sociology)
Related papers
OTHER
📊 26,957 cites
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
PERCEPTION
📊 22,245 cites
Artificial intelligence: a modern approach
1995
OTHER
Open access📊 20,501 cites
Fractional Differential Equations
Igor Podlubný
2025
OTHER
📊 18,993 cites
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991