|
| Titre : |
Intelligent Sensor Networks : The Integration of Sensor Networks, Signal Processing and Machine Learning |
| Type de document : |
document électronique |
| Auteurs : |
Fei Hu, Editeur scientifique ; Qi Hao, Editeur scientifique |
| Editeur : |
Boca Raton [USA] : CRC press |
| Année de publication : |
2012 |
| Importance : |
674 p. |
| Présentation : |
ill. |
| ISBN/ISSN/EAN : |
978-0-429-06696-2 |
| Langues : |
Anglais (eng) |
| Catégories : |
Open Access Publications
|
| Tags : |
Sensors Networks Integration Signals Processing Learning Intelligence Algorithms Data Wireless |
| Index. décimale : |
621 Physique appliquée (Ingénierie et activités connexes) |
| Résumé : |
In the last decade, wireless or wired sensor networks have attracted much attention. However, most designs target general sensor network issues including protocol stack (routing, MAC, etc.) and security issues. This book focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on their world-class research, the authors present the fundamentals of intelligent sensor networks. They cover sensing and sampling, distributed signal processing, and intelligent signal learning. In addition, they present cutting-edge research results from leading experts. |
| En ligne : |
https://doi.org/10.1201/b14300 |
Intelligent Sensor Networks : The Integration of Sensor Networks, Signal Processing and Machine Learning [document électronique] / Fei Hu, Editeur scientifique ; Qi Hao, Editeur scientifique . - Boca Raton (USA) : CRC press, 2012 . - 674 p. : ill. ISBN : 978-0-429-06696-2 Langues : Anglais ( eng)
| Catégories : |
Open Access Publications
|
| Tags : |
Sensors Networks Integration Signals Processing Learning Intelligence Algorithms Data Wireless |
| Index. décimale : |
621 Physique appliquée (Ingénierie et activités connexes) |
| Résumé : |
In the last decade, wireless or wired sensor networks have attracted much attention. However, most designs target general sensor network issues including protocol stack (routing, MAC, etc.) and security issues. This book focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on their world-class research, the authors present the fundamentals of intelligent sensor networks. They cover sensing and sampling, distributed signal processing, and intelligent signal learning. In addition, they present cutting-edge research results from leading experts. |
| En ligne : |
https://doi.org/10.1201/b14300 |
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