Probabilistic Framework for Sensor Management
| dc.contributor.author | Huber, Marco | * |
| dc.date.accessioned | 2021-02-11T23:54:57Z | |
| dc.date.available | 2021-02-11T23:54:57Z | |
| dc.date.issued | 2009 | * |
| dc.date.submitted | 2019-07-30 19:59:17 | * |
| dc.identifier | 34253 | * |
| dc.identifier.issn | 18673813 | * |
| dc.identifier.uri | https://directory.doabooks.org/handle/20.500.12854/57004 | |
| dc.description.abstract | 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. | * |
| dc.language | English | * |
| dc.relation.ispartofseries | Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Universität Karlsruhe, Intelligent Sensor-Actuator-Systems Laboratory | * |
| dc.subject | QA75.5-76.95 | * |
| dc.subject.classification | bic Book Industry Communication::U Computing & information technology::UY Computer science | en_US |
| dc.subject.other | Bayesian estimation | * |
| dc.subject.other | decision theory | * |
| dc.subject.other | sensor management | * |
| dc.subject.other | information theory | * |
| dc.subject.other | Gaussian mixtures | * |
| dc.title | Probabilistic Framework for Sensor Management | * |
| dc.type | book | |
| oapen.identifier.doi | 10.5445/KSP/1000012224 | * |
| oapen.relation.isPublishedBy | 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 | * |
| oapen.relation.isbn | 9783866444058 | * |
| oapen.pages | VI, 159 p. | * |
| oapen.volume | 7 | * |
| peerreview.review.type | Full text | |
| peerreview.anonymity | All identities known | |
| peerreview.reviewer.type | Editorial board member | |
| peerreview.reviewer.type | External peer reviewer | |
| peerreview.review.stage | Pre-publication | |
| peerreview.open.review | No | |
| peerreview.publish.responsibility | Books or series editor | |
| peerreview.id | 51a542ec-eaeb-47c2-861d-6022e981a97a | |
| peerreview.title | Dissertations in Series (Dissertationen in Schriftenreihe) |
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