Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review
Research output: Contribution to conference - Without ISBN/ISSN › Poster › peer-review
}
TY - CONF
T1 - Active sensing of a nonholonomic wheeled mobile robot
AU - Mihaylova, L.
AU - Bruyninckx, H.
AU - De Schutter, J.
PY - 2002/3/21
Y1 - 2002/3/21
N2 - This paper focuses on active sensing of nonholonomic wheeled mobile robots (WMRs). Active sensing solves the following problem: given a current knowledge about the robot state and the environment, how to select the next sensing action or sequence of actions. A vehicle is moving autonomously through a static environment gathering information from sensors. The sensor data are used to generate the robot actions in order to move around a reference trajectory with preset initial starting and desired goal configurations and imposed constraints. The paper presents a method for the determination of optimal trajectories based on optimization techniques. A suitable performance criterion is formulated to characterize the uncertainty and the extraction of information from sensor data. Finally results from experiments are given.
AB - This paper focuses on active sensing of nonholonomic wheeled mobile robots (WMRs). Active sensing solves the following problem: given a current knowledge about the robot state and the environment, how to select the next sensing action or sequence of actions. A vehicle is moving autonomously through a static environment gathering information from sensors. The sensor data are used to generate the robot actions in order to move around a reference trajectory with preset initial starting and desired goal configurations and imposed constraints. The paper presents a method for the determination of optimal trajectories based on optimization techniques. A suitable performance criterion is formulated to characterize the uncertainty and the extraction of information from sensor data. Finally results from experiments are given.
KW - active sensing
KW - robot
KW - trajectory optimisation
KW - sensor data DCS-publications-id
KW - inproc-527
KW - DCS-publications-credits
KW - dsp-fa
KW - DCS-publications-personnel-id
KW - 121
M3 - Poster
T2 - IEEE Benelux Signal Processing Symposium
Y2 - 21 March 2002 through 22 March 2002
ER -