Linear Estimation in Interconnected Sensor Systems with Information Constraints
A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize...
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| Автор: | |
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| Формат: | Online |
| Мова: | Англійська |
| Опубліковано: |
KIT Scientific Publishing
2021
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| Предмети: | |
| Онлайн доступ: | 34769 |
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| _version_ | 1869522942642094080 |
|---|---|
| author | Reinhardt, Marc |
| author_browse | Reinhardt, Marc |
| author_facet | Reinhardt, Marc |
| author_sort | Reinhardt, Marc |
| collection | Directory of Open Access Books |
| description | A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed. |
| format | Online |
| id | doab-20.500.12854ir-51747 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-517472023-12-20T18:40:35Z Linear Estimation in Interconnected Sensor Systems with Information Constraints Reinhardt, Marc QA1-939 Schätztheorie Kalman Filter estimation theory Sensornetze Verteilte SystemsData fusion distributed systems Datenfusion sensor networks Kalman filtering bic Book Industry Communication::P Mathematics & science A ubiquitous challenge in many technical applications is to estimate an unknown state by means of data that stems from several, often heterogeneous sensor sources. In this book, information is interpreted stochastically, and techniques for the distributed processing of data are derived that minimize the error of estimates about the unknown state. Methods for the reconstruction of dependencies are proposed and novel approaches for the distributed processing of noisy data are developed. 2021-02-11T17:47:31Z 2021-02-11T17:47:31Z 2019-07-30 20:01:59 2015 book 34769 18673813 9783731503422 https://directory.doabooks.org/handle/20.500.12854/51747 eng Karlsruhe Series on Intelligent Sensor-Actuator-Systems / Karlsruher Institut für Technologie, Intelligent Sensor-Actuator-Systems Laboratory image/jpeg Attribution-ShareAlike 4.0 International https://www.ksp.kit.edu/9783731503422 KIT Scientific Publishing 10.5445/KSP/1000045577 10.5445/KSP/1000045577 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731503422 XVII, 227 p. open access |
| spellingShingle | QA1-939 Schätztheorie Kalman Filter estimation theory Sensornetze Verteilte SystemsData fusion distributed systems Datenfusion sensor networks Kalman filtering bic Book Industry Communication::P Mathematics & science Reinhardt, Marc Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title | Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title_full | Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title_fullStr | Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title_full_unstemmed | Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title_short | Linear Estimation in Interconnected Sensor Systems with Information Constraints |
| title_sort | linear estimation in interconnected sensor systems with information constraints |
| topic | QA1-939 Schätztheorie Kalman Filter estimation theory Sensornetze Verteilte SystemsData fusion distributed systems Datenfusion sensor networks Kalman filtering bic Book Industry Communication::P Mathematics & science |
| topic_facet | QA1-939 Schätztheorie Kalman Filter estimation theory Sensornetze Verteilte SystemsData fusion distributed systems Datenfusion sensor networks Kalman filtering bic Book Industry Communication::P Mathematics & science |
| url | 34769 |
| work_keys_str_mv | AT reinhardtmarc linearestimationininterconnectedsensorsystemswithinformationconstraints |