Intelligent sensor networks

Intelligent sensor networks: the integration of sensor networks, signal processing and machine learning

by Hao, Qi Hu, Fei

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"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, …

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Title Statements

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

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, 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"--

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Edition Statements

  • Publication Date:©2013.

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Boca Raton, FL
  • Language:eng
  • Publication Date:©2013.

The Physical Object

  • Description:1 online resource (xxi, 652 pages) : : illustrations

Edition Identifiers

  • ISBN:9781466589148, 1466589140, 1439892822, 9781439892824, 9781466589155, 1466589159
  • oclc:ocn835981929
  • LC Classification:TK7872.D48
  • Dewey Decimal:681/.2

Table of Contents

INTELLIGENT SENSOR NETWORKS: MACHINE LEARNING APPROACH; Machine Learning Basics; Krasimira Kapitanova and Sang H. Son; Modeling Unreliable Data and Sensors: Using Event Log Performance and F-Measure Attribute Selection; Vasanth Iyer, S. Sitharama Iyengar, and Srinivas Srivathsan; Intelligent Sensor Interfaces and Data Format; Konstantin Mikhaylov, Joni Jamsa, Mika Luimula, Jouni Tervonen, and Ville Autio; Smart Wireless Sensor Nodes for Structural Health Monitoring; Xuefeng Liu, Shaojie Tang, and Xiaohua Xu; Knowledge Representation and Reasoning for the Design of Resilient Sensor Networks; David W. Kelle, Touria El-Mezyani, Sanjeev K. Srivastava, and David A.

Cartes Intelligent Sensor-to-Mission Assignment; Hosam Rowaihy; Prediction-Based Data Collection in Wireless Sensor Networks; Jann-Aël Le Borgne and Gianluca Bontempi; Neuro-Disorder Patient Monitoring via Gait Sensor Networks: Toward an Intelligent, Context-Oriented Signal Processing; Fei Hu, Qingquan Sun, and Qi Hao; Cognitive Wireless Sensor Networks; Sumit Kumar, Deepti Singhal, and Rama Murthy Garimella INTELLIGENT SENSOR NETWORKS: SIGNAL PROCESSING; Routing for Signal Processing; Wanzhi Qiu and Efstratios Skafidas; On…

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Subjects

Electronic books Réseaux de capteurs sans fil TECHNOLOGY & ENGINEERING -- Electrical TECHNOLOGY & ENGINEERING -- Mobile & Wi… TECHNOLOGY & ENGINEERING -- Sensors Wireless sensor networks

Writers

Hao, Qi Hu, Fei

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