Probabilistic Framework for Sensor Management

Author/​Artist
Huber, Marco [Browse]
Format
Book
Language
English
Published/​Created
KIT Scientific Publishing 2009
Description
1 electronic resource (VI, 159 p. p.)

Details

Series
Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Universität Karlsruhe, Intelligent Sensor-Actuator-Systems Laboratory
Summary note
A probabilistic sensor management framework is introduced, which maximizes the utility of sensor systems with many different sensing modalities by dynamically configuring the sensor system in the most beneficial way. For this purpose, techniques from stochastic control and Bayesian estimation are combined such that long-term effects of possible sensor configurations and stochastic uncertainties resulting from noisy measurements can be incorporated into the sensor management decisions.
Language note
English
ISBN
1000012224
Statement on language in description
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