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Intelligent sensor networks : the integration of sensor networks, signal processing, and machine learning / edited by Fei Hu, Qi Hao.

Contributor(s): Material type: TextTextPublisher: Boca Raton, Fla. : Taylor and Francis, 2012Description: 1 online resource (xxi, 652 pages)Content type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9780429066962
Subject(s): Additional physical formats: Print version: : No titleDDC classification:
  • 681.2 I611
LOC classification:
  • TK7872.D48 I4685 2012
Online resources:
Contents:
pt. 1. Intelligent sensor networks : machine learning approach -- part 2. Intelligent sensor networks : signal processing -- part 3. Intelligent sensor networks : sensors and sensor networks.
Summary: 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, et cetera) 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-- Provided by publisher.
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pt. 1. Intelligent sensor networks : machine learning approach -- part 2. Intelligent sensor networks : signal processing -- part 3. Intelligent sensor networks : sensors and sensor networks.

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, et cetera) 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-- Provided by publisher.

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