Information Processing In Sensor Networks
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Wireless Sensor Networks
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Author : Feng Zhao
language : en
Publisher: Morgan Kaufmann
Release Date : 2004-07-06
Wireless Sensor Networks written by Feng Zhao and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-07-06 with Computers categories.
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Visual Information Processing In Wireless Sensor Networks Technology Trends And Applications
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Author : Ang, Li-Minn
language : en
Publisher: IGI Global
Release Date : 2011-09-30
Visual Information Processing In Wireless Sensor Networks Technology Trends And Applications written by Ang, Li-Minn and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-30 with Technology & Engineering categories.
"This book provides a central source of reference on visual information processing in wireless sensor network environments and its technology, application, and society issues"--
2017 16th Acm Ieee International Conference On Information Processing In Sensor Networks Ipsn
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2017-04-18
2017 16th Acm Ieee International Conference On Information Processing In Sensor Networks Ipsn written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-18 with categories.
The International Conference on Information Processing in Sensor Networks (IPSN) is a leading, single track, annual forum on research in networked sensing and control, broadly defined IPSN brings together researchers from academia, industry, and government to present and discuss recent advances in both theoretical and experimental research Its scope includes signal and image processing, information and coding theory, databases and information management, distributed algorithms, networks and protocols, wireless communications, collaborative objects and the internet of things, machine learning, mobile and social sensing, and embedded systems design Of special interest are contributions at the confluence of a multiple of these areas The conference features two interleaving tracks, the Information Processing (IP) track, and the Sensor Platforms, Tools and Design Methods (SPOTS) track We also encourage submissions on innovative applications of sensor network to real world problems
Intelligent Sensor Networks
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Author : Fei Hu
language : en
Publisher: CRC Press
Release Date : 2012-12-15
Intelligent Sensor Networks written by Fei Hu and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-15 with Technology & Engineering categories.
Although governments worldwide have invested significantly in intelligent sensor network research and applications, few books cover intelligent sensor networks from a machine learning and signal processing perspective. Filling this void, Intelligent Sensor Networks: The Integration of Sensor Networks, Signal Processing and Machine Learning focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on the world-class research of award-winning authors, the book provides a firm grounding in the fundamentals of intelligent sensor networks, including compressive sensing and sampling, distributed signal processing, and intelligent signal learning. Presenting recent research results of world-renowned sensing experts, the book is organized into three parts: Machine Learning—describes the application of machine learning and other AI principles in sensor network intelligence—covering smart sensor/transducer architecture and data representation for intelligent sensors Signal Processing—considers the optimization of sensor network performance based on digital signal processing techniques—including cross-layer integration of routing and application-specific signal processing as well as on-board image processing in wireless multimedia sensor networks for intelligent transportation systems Networking—focuses on network protocol design in order to achieve an intelligent sensor networking—covering energy-efficient opportunistic routing protocols for sensor networking and multi-agent-driven wireless sensor cooperation Maintaining a focus on "intelligent" designs, the book details signal processing principles in sensor networks. It elaborates on critical platforms for intelligent sensor networks and illustrates key applications—including target tracking, object identification, and structural health monitoring. It also includes a paradigm for validating the extent of spatiotemporal associations among data sources to enhance data cleaning in sensor networks, a sensor stream reduction application, and also considers the use of Kalman filters for attack detection in a water system sensor network that consists of water level sensors and velocity sensors.
Information Processing And Routing In Wireless Sensor Networks
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Author : Yang Yu
language : en
Publisher: World Scientific
Release Date : 2006
Information Processing And Routing In Wireless Sensor Networks written by Yang Yu and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Computers categories.
This book presents state-of-the-art cross-layer optimization techniques for energy-efficient information processing and routing in wireless sensor networks. Besides providing a survey on this important research area, three specific topics are discussed in detail OCo information processing in a collocated cluster, information transport over a tree substrate, and information routing for computationally intensive applications. The book covers several important system knobs for cross-layer optimization, including voltage scaling, rate adaptation, and tunable compression. By exploring tradeoffs of energy versus latency and computation versus communication using these knobs, significant energy conservation is achieved. Sample Chapter(s). Chapter 1: Introduction to Wireless Sensor Networks (421 KB). Contents: Introduction of Wireless Sensor Networks; Background; Energy Models; Information Processing within a Collocated Cluster; Information Transportation over a Tree Substrate; Information Routing with Tunable Compression. Readership: Researchers and graduate students in networking and electrical engineering."
Learning From Data Streams
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Author : João Gama
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-09-20
Learning From Data Streams written by João Gama and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-20 with Computers categories.
Sensor networks consist of distributed autonomous devices that cooperatively monitor an environment. Sensors are equipped with capacities to store information in memory, process this information and communicate with their neighbors. Processing data streams generated from wireless sensor networks has raised new research challenges over the last few years due to the huge numbers of data streams to be managed continuously and at a very high rate. The book provides the reader with a comprehensive overview of stream data processing, including famous prototype implementations like the Nile system and the TinyOS operating system. The set of chapters covers the state-of-art in data stream mining approaches using clustering, predictive learning, and tensor analysis techniques, and applying them to applications in security, the natural sciences, and education. This research monograph delivers to researchers and graduate students the state of the art in data stream processing in sensor networks. The huge bibliography offers an excellent starting point for further reading and future research.
Wireless Sensor Networks
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Author : Feng Zhao
language : en
Publisher: Elsevier
Release Date : 2004-07-21
Wireless Sensor Networks written by Feng Zhao and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-07-21 with Technology & Engineering categories.
Information processing in sensor networks is a rapidly emerging area of computer science and electrical engineering research. Because of advances in micro-sensors, wireless networking and embedded processing, ad hoc networks of sensor are becoming increasingly available for commercial, military, and homeland security applications. Examples include monitoring (e.g., traffic, habitat, security), industrail sensing and diagnostics (e.g., factory, appliances), infrastructures (i.e., power grid, water distribution, waste disposal) and battle awareness (e.g., multi-target tracking). This book introduces practitioners to the fundamental issues and technology constraints concerning various aspects of sensor networks such as information organization, querying, routing, and self-organization using concrete examples and does so by using concrete examples from current research and implementation efforts. - Written for practitioners, researchers, and students and relevant to all application areas, including environmental monitoring, industrial sensing and diagnostics, automotive and transportation, security and surveillance, military and battlefield uses, and large-scale infrastructural maintenance - Skillfully integrates the many disciplines at work in wireless sensor network design: signal processing and estimation, communication theory and protocols, distributed algorithms and databases, probabilistic reasoning, energy-aware computing, design methodologies, evaluation metrics, and more - Demonstrates how querying, data routing, and network self-organization can support high-level information-processing tasks
Information Processing In Sensor Networks
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Author : Feng Zhao
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-04-10
Information Processing In Sensor Networks written by Feng Zhao and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-10 with Computers categories.
This book constitutes the refereed proceedings of the Second International Workshop on Information Processing in Sensor Networks, IPSN 2003, held in Palo Alto, CA, USA, in April 2003. The 23 revised full papers and 21 revised poster papers presented were carefully reviewed and selected from 73 submissions. Among the topics addressed are wireless sensor networks, query processing, decentralized sensor platforms, distributed databases, distributed group management, sensor network design, collaborative signal processing, adhoc sensor networks, distributed algorithms, distributed sensor network control, sensor network resource management, data service middleware, random sensor networks, mobile agents, target tracking, sensor network protocols, large scale sensor networks, and multicast.
Sensor Networks And Configuration
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Author : Nitaigour P. Mahalik
language : en
Publisher: Springer Science & Business Media
Release Date : 2007
Sensor Networks And Configuration written by Nitaigour P. Mahalik and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.
Advances in networking influence many kinds of monitoring and control systems in the most dramatic way. Sensor network and configuration falls under the category of modern networking systems. Wireless Sensor Network (WSN) has emerged and caters to the need for real-world applications. Methodology and design of WSN represents a broad research topic with applications in many sectors such as industry, home, computing, agriculture, environment, and so on, based on the adoption of fundamental principles and the state-of-the-art technology. WSN has been preferred choice for the design and development of next generation monitoring and control systems. This book incorporates a selection of research and development papers. Its scope is on history and background, underlying design methodology, application domains and recent developments. The readers will be able to understand the underlying technology, philosophy, concepts, ideas, and principles, with regard to broader areas of sensor network. Aspects of sensor network in terms of basics, standardization, design process, practice, techniques, platforms, and experimental results have been presented in proper order.
2020 19th Acm Ieee International Conference On Information Processing In Sensor Networks Ipsn
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2020-04-21
2020 19th Acm Ieee International Conference On Information Processing In Sensor Networks Ipsn written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-21 with categories.
IPSN is a flagship conference on sensor networks, with its main focus on information processing and embedded platform design aspects of networked embedded sensing and control systems It provides a forum for researchers and practitioners from academia and industry to present the latest research results and exchange ideas and network with colleagues As sensor networks is an interdisciplinary field, IPSN draws upon a number of disciplines including signal and image processing, embedded systems design, information and coding theory, networking and protocols, distributed algorithms, wireless communications, machine learning, and data bases and information management The conference encourages submissions on innovative applications of sensor network technology