Intelligent Sensor Networks : The Integration of Sensor Networks, Signal Processing and Machine Learning / / edited by Fei Hu, Qi Hao

• Pubblicazione: Boca Raton, FL ; ; London ; ; New York : , : CRC Press, an imprint of Taylor & Francis Group, , [2013]; ©2013
• Descrizione fisica: 1 online resource (xxi, 652 pages) : illustrations
• Disciplina: 621.384560285625
• Soggetto topico: Wireless sensor networks
• Persona (resp. second.): HuFei <1972->; HaoQi <1973->
• Nota di contenuto: Machine learning basics / Krasimira Kapitanova, Sang H. Son -- Modeling unreliable data and sensors: using event log performance and f-measure attribute selection / Vasanth Iyer, S. Sitharama Iyengar, Niki Pissinou -- Intelligent sensor interfaces and data format / Konstantin Mikhaylov [and others] -- Smart wireless sensor nodes for structural health monitoring / Xuefeng Liu, Shaojie Tang, Xiaohua Xi -- Knowledge representation and reasoning for the design of resilient sensor networks / David Keller [and others] -- Intelligent sensor-to-mission assignment / Hosam Rowaihy -- Prediction-Based data collection in wireless sensor networks / Yann-Ael Le Borgne, Gianluca Bontempi -- Neuro-Disorder patient monitoring via gait sensor networks: toward an intelligent, context-oriented signal processing / Fei Hu, Qingquan Sun, Qi Hao -- Cognitive wireless sensor networks / Sumit Kumar, Deepti Singhai, Rama Murthy Garimella -- Routing for signal processing / Wanzhi Qiu, Efstratios Skafidas -- On-Board image processing in wireless multimedia sensor networks: a parking space monitoring solution for intelligent transportation systems / Claudio Salvadori [and others] -- Signal processing for sensing and monitoring of civil infrastructure systems / Mustafa Gul, F. Necati Catbas -- Data cleaning in low-powered wireless sensor networks / Qutub Ali Bakhtiar, Niki Pissinou, Kia Makkki -- Sensor stream reduction / Andre L.L. Aquino [and others] -- Comprehensive sensing and its application in wireless sensor networks / Jae-Gun Choi, Sang-Jun Park, Heung-No Lee -- Comprehensive sensing for wireless sensor networks / Mohammadreza Mahmudimanesh, Abdelmajid Khelil, Neeraj Suri -- Framework for detecting attacks on sensors of water systems / Kebina Manandhar, Xiaojun Cao, Fei Hu -- Reliable and energy-efficient networking protocol design in wireless sensor networks / Ting Zhu, Ping Yi -- Agent-Driven wireless sensors cooperation for limited resources allocation / Sameh Abdel-Naby [and others] -- Event detection in wireless sensor networks / Norman Dziengel [and others] -- Dynamic coverage problems in sensor networks / Hristo Djidjev, Miodrag Potkonjak -- Self-Organizing distributed state estimators / Joris Sijs, Zoltan Papp -- Low-Power solutions for wireless passive sensor network node processor architecture / Vyasa Sai, Ajay Ogirala, Marlin H. Mickle -- Fusion of pre/post-RFID correction techniques to reduce anomalies / Peter Darcy, Prapassara Pupunwiwat, Bela Stantic -- Radio frequency identification systems and sensor integration for telemedicine / Ajay Ogirala, Shruti Mantravadi, Marlin H. Mickle -- A new generation of intrusion detection networks / Jerry Krill, Michael O'Driscoll.
• Sommario/riassunto: "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"--
• Altri titoli varianti: Intelligent Sensor Networks
• Titolo autorizzato: Intelligent sensor networks
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910477149303321
• Lo trovi qui: Univ. Federico II