Multi-sensor filtering fusion with censored data under a constrained network environment:
"This book presents the up-to-date research developments and novel methodologies on Multi-Sensor filtering fusion (MSFF) for a class of complex systems subject to censored data under a constrained network environment. The contents of this book are divided into two parts covering centralized and...
Gespeichert in:
| Beteiligte Personen: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton, FL
CRC Press
2025
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781040106099/?ar |
| Zusammenfassung: | "This book presents the up-to-date research developments and novel methodologies on Multi-Sensor filtering fusion (MSFF) for a class of complex systems subject to censored data under a constrained network environment. The contents of this book are divided into two parts covering centralized and distributed MSFF design methodologies. The work provides a framework of optimal centralized/distributed filter design and stability and performance analysis for the considered systems along with designed filters. Simulations presented in this book are implemented using MATLAB. The book includes concepts, backgrounds and models on censored data, filtering fusion and communication constraints and reviews case studies to provide clear engineering insights into the developed fusion theories and techniques. It provides theoretic values and engineering insights of the censored data and constrained network and discusses performance evaluation of the presented multi-sensor fusion algorithms. It also explores promising research directions on future multi-sensor fusion. This book is aimed at graduate students and researchers in networked control, sensor networks, and data fusion"-- |
| Beschreibung: | Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 19, 2024) |
| Umfang: | 1 Online-Ressource (xxiii, 238 Seiten) illustrations |
| ISBN: | 9781003461623 100346162X 9781040106075 1040106072 9781040106099 1040106099 |
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| spelling | Geng, Hang VerfasserIn aut Multi-sensor filtering fusion with censored data under a constrained network environment Hang Geng, Zidong Wang and Yuhua Cheng First edition. Boca Raton, FL CRC Press 2025 ©2025 1 Online-Ressource (xxiii, 238 Seiten) illustrations Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on online resource; title from digital title page (viewed on November 19, 2024) "This book presents the up-to-date research developments and novel methodologies on Multi-Sensor filtering fusion (MSFF) for a class of complex systems subject to censored data under a constrained network environment. The contents of this book are divided into two parts covering centralized and distributed MSFF design methodologies. The work provides a framework of optimal centralized/distributed filter design and stability and performance analysis for the considered systems along with designed filters. Simulations presented in this book are implemented using MATLAB. The book includes concepts, backgrounds and models on censored data, filtering fusion and communication constraints and reviews case studies to provide clear engineering insights into the developed fusion theories and techniques. It provides theoretic values and engineering insights of the censored data and constrained network and discusses performance evaluation of the presented multi-sensor fusion algorithms. It also explores promising research directions on future multi-sensor fusion. This book is aimed at graduate students and researchers in networked control, sensor networks, and data fusion"-- Sensor networks Multisensor data fusion Fusion multicapteurs Réseaux de capteurs TECHNOLOGY / Electricity Wang, Zidong 1966- VerfasserIn aut Cheng, Yuhua VerfasserIn aut 9781032555508 Erscheint auch als Druck-Ausgabe 9781032555508 |
| spellingShingle | Geng, Hang Wang, Zidong 1966- Cheng, Yuhua Multi-sensor filtering fusion with censored data under a constrained network environment Sensor networks Multisensor data fusion Fusion multicapteurs Réseaux de capteurs TECHNOLOGY / Electricity |
| title | Multi-sensor filtering fusion with censored data under a constrained network environment |
| title_auth | Multi-sensor filtering fusion with censored data under a constrained network environment |
| title_exact_search | Multi-sensor filtering fusion with censored data under a constrained network environment |
| title_full | Multi-sensor filtering fusion with censored data under a constrained network environment Hang Geng, Zidong Wang and Yuhua Cheng |
| title_fullStr | Multi-sensor filtering fusion with censored data under a constrained network environment Hang Geng, Zidong Wang and Yuhua Cheng |
| title_full_unstemmed | Multi-sensor filtering fusion with censored data under a constrained network environment Hang Geng, Zidong Wang and Yuhua Cheng |
| title_short | Multi-sensor filtering fusion with censored data under a constrained network environment |
| title_sort | multi sensor filtering fusion with censored data under a constrained network environment |
| topic | Sensor networks Multisensor data fusion Fusion multicapteurs Réseaux de capteurs TECHNOLOGY / Electricity |
| topic_facet | Sensor networks Multisensor data fusion Fusion multicapteurs Réseaux de capteurs TECHNOLOGY / Electricity |
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