Probabilistic Framework for Sensor Management

• मुख्य लेखक: Huber, Marco (auth)
• स्वरूप: इलेक्ट्रोनिक पुस्तक अध्याय
• भाषा: अंग्रेज़ी
• प्रकाशित: KIT Scientific Publishing 2009
• श्रृंखला: Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Universität Karlsruhe, Intelligent Sensor-Actuator-Systems Laboratory
• विषय: Bayesian estimation; decision theory; sensor management; information theory; Gaussian mixtures
• ऑनलाइन पहुंच: DOAB: download the publication; DOAB: description of the publication

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 co...