Low-Power Smart Imagers for Vision-Enabled Sensor Networks

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461423929
Total Pages : 173 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Low-Power Smart Imagers for Vision-Enabled Sensor Networks by : Jorge Fernández-Berni

Download or read book Low-Power Smart Imagers for Vision-Enabled Sensor Networks written by Jorge Fernández-Berni and published by Springer Science & Business Media. This book was released on 2012-04-06 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a comprehensive, systematic approach to the development of vision system architectures that employ sensory-processing concurrency and parallel processing to meet the autonomy challenges posed by a variety of safety and surveillance applications. Coverage includes a thorough analysis of resistive diffusion networks embedded within an image sensor array. This analysis supports a systematic approach to the design of spatial image filters and their implementation as vision chips in CMOS technology. The book also addresses system-level considerations pertaining to the embedding of these vision chips into vision-enabled wireless sensor networks. Describes a system-level approach for designing of vision devices and embedding them into vision-enabled, wireless sensor networks; Surveys state-of-the-art, vision-enabled WSN nodes; Includes details of specifications and challenges of vision-enabled WSNs; Explains architectures for low-energy CMOS vision chips with embedded, programmable spatial filtering capabilities; Includes considerations pertaining to the integration of vision chips into off-the-shelf WSN platforms.

Intelligent Sensor Networks

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Author :
Publisher : CRC Press
ISBN 13 : 1439892814
Total Pages : 676 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Intelligent Sensor Networks by : Fei Hu

Download or read book Intelligent Sensor Networks written by Fei Hu and published by CRC Press. This book was released on 2012-12-15 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Wireless Multimedia Sensor Networks on Reconfigurable Hardware

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Publisher : Springer Science & Business Media
ISBN 13 : 3642382037
Total Pages : 303 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Wireless Multimedia Sensor Networks on Reconfigurable Hardware by : Li-minn Ang

Download or read book Wireless Multimedia Sensor Networks on Reconfigurable Hardware written by Li-minn Ang and published by Springer Science & Business Media. This book was released on 2013-11-19 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional wireless sensor networks (WSNs) capture scalar data such as temperature, vibration, pressure, or humidity. Motivated by the success of WSNs and also with the emergence of new technology in the form of low-cost image sensors, researchers have proposed combining image and audio sensors with WSNs to form wireless multimedia sensor networks (WMSNs). This introduces practical and research challenges, because multimedia sensors, particularly image sensors, generate huge amounts of data to be processed and distributed within the network, while sensor nodes have restricted battery power and hardware resources. This book describes how reconfigurable hardware technologies such as field-programmable gate arrays (FPGAs) offer cost-effective, flexible platforms for implementing WMSNs, with a main focus on developing efficient algorithms and architectures for information reduction, including event detection, event compression, and multicamera processing for hardware implementations. The authors include a comprehensive review of wireless multimedia sensor networks, a complete specification of a very low-complexity, low-memory FPGA WMSN node processor, and several case studies that illustrate information reduction algorithms for visual event compression, detection, and fusion. The book will be of interest to academic researchers, R&D engineers, and computer science and engineering graduate students engaged with signal and video processing, computer vision, embedded systems, and sensor networks.

Smart Dust

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Publisher : CRC Press
ISBN 13 : 1420003062
Total Pages : 348 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Smart Dust by : Mohammad Ilyas

Download or read book Smart Dust written by Mohammad Ilyas and published by CRC Press. This book was released on 2018-10-03 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sensor networks continue to grow in importance for modern communication networks. The fruit of recent efforts aimed at miniaturization and highly advanced functionality, smart dust sensor networks offer powerful, cost-effective solutions to densely distributed, high-resolution applications. In chapters carefully selected from the popular Handbook of Sensor Networks, Smart Dust: Sensor Network Applications, Architecture, and Design supplies a sharply focused reference on the applications, design, and performance of smart dust that is ideal for specialists in the field. Providing a succinct survey of the principles and technologies associated with smart dust networks, this book focuses on eight main areas: applications; architecture; protocols; tracking technologies; data gathering and processing; energy management; security, reliability, and fault tolerance; and performance and design aspects. Following a look at the opportunities and challenges facing the field, expert contributors authoritatively cover sensor network management, miniaturizing sensor networks with MEMS, sensor network architecture, energy-efficient technologies, positioning and tracking, comparison of cooperative computing in sensor networks, dynamic power management, low-power design for smart dust networks, and more. Smart Dust: Sensor Network Applications, Architecture, and Design details the applications and technologies that are at the frontier of modern sensor networks. It is an ideal reference for anyone interested in designing, planning, or building emerging sensor and communications networks.

Video Surveillance for Sensor Platforms

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Publisher : Springer Science & Business Media
ISBN 13 : 1461418577
Total Pages : 215 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Video Surveillance for Sensor Platforms by : Mayssaa Al Najjar

Download or read book Video Surveillance for Sensor Platforms written by Mayssaa Al Najjar and published by Springer Science & Business Media. This book was released on 2013-10-22 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces resource aware image decomposition, registration, fusion, object detection and tracking algorithms along with their applications in security, monitoring and integration in 3rd Generation Surveillance Systems. All algorithms are evaluated through experimental and simulation results and a parallel and pipelined efficient architecture for implementing the algorithms is described.

14th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics

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Publisher : Springer Science & Business Media
ISBN 13 : 354069367X
Total Pages : 662 pages
Book Rating : 4.5/5 (46 download)

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Book Synopsis 14th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics by : Alexei Katashev

Download or read book 14th Nordic-Baltic Conference on Biomedical Engineering and Medical Physics written by Alexei Katashev and published by Springer Science & Business Media. This book was released on 2008-07-30 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: 14th Nordic – Baltic Conference on Biomedical Engineering and Medical Physics – NBC-2008 – brought together scientists not only from the Nordic – Baltic region, but from the entire world. This volume presents the Proceedings of this international conference, jointly organized by the Latvian Medical Engineering and Physics Society, Riga Technical University and University of Latvia in close cooperation with International Federation of Medical and Biological Engineering (IFMBE) The topics covered by the Conference Proceedings include: Biomaterials and Tissue Engineering; Biomechanics, Artificial Organs, Implants and Rehabilitation; Biomedical Instrumentation and Measurements, Biosensors and Transducers; Biomedical Optics and Lasers; Healthcare Management, Education and Training; Information Technology to Health; Medical Imaging, Telemedicine and E-Health; Medical Physics; Micro- and Nanoobjects, Nanostructured Systems, Biophysics

Low-Power Wireless Sensor Networks

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Publisher : Springer Science & Business Media
ISBN 13 : 146142173X
Total Pages : 94 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Low-Power Wireless Sensor Networks by : Jukka Suhonen

Download or read book Low-Power Wireless Sensor Networks written by Jukka Suhonen and published by Springer Science & Business Media. This book was released on 2012-01-14 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor network (WSN) is an ad-hoc network technology comprising even thousands of autonomic and self-organizing nodes that combine environmental sensing, data processing, and wireless networking. The applications for sensor networks range from home and industrial environments to military uses. Unlike the traditional computer networks, a WSN is application-oriented and deployed for a specific task. WSNs are data centric, which means that messages are not send to individual nodes but to geographical locations or regions based on the data content. A WSN node is typically battery powered and characterized by extremely small size and low cost. As a result, the processing power, memory, and energy resources of an individual sensor node are limited. However, the feasibility of a WSN lies on the collaboration between the nodes. A reference WSN node comprises a Micro-Controller Unit (MCU) having few Million Instructions Per Second (MIPS) processing speed, tens of kilobytes program memory, few kilobytes data memory. In addition, the node contains a short-range radio, and a set of sensors. Supply power is typically obtained with small batteries. Assuming a target lifetime of one year using AA-size batteries, the available power budget is around 1 mW. This book covers the low-power WSNs services ranging from hardware platforms and communication protocols to network deployment, and sensor data collection and actuation. The implications of resource constraints and expected performance in terms of throughput, reliability and latency are explained. As a case study, this book presents experiments with low-energy TUTWSN technology to illustrate the possibilities and limitations of WSN applications.

Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications

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Author :
Publisher : IGI Global
ISBN 13 : 1613501544
Total Pages : 452 pages
Book Rating : 4.6/5 (135 download)

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Book Synopsis Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications by : Ang, Li-Minn

Download or read book Visual Information Processing in Wireless Sensor Networks: Technology, Trends and Applications written by Ang, Li-Minn and published by IGI Global. This book was released on 2011-09-30 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a central source of reference on visual information processing in wireless sensor network environments and its technology, application, and society issues"--

Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition

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Author :
Publisher : ScholarlyEditions
ISBN 13 : 1490107010
Total Pages : 1178 pages
Book Rating : 4.4/5 (91 download)

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Book Synopsis Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition by :

Download or read book Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition written by and published by ScholarlyEditions. This book was released on 2013-05-01 with total page 1178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition is a ScholarlyEditions™ book that delivers timely, authoritative, and comprehensive information about Additional Research. The editors have built Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Additional Research in this book to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Global Environment—Biodiversity, Resources, and Conservation: 2013 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Advanced Concepts for Intelligent Vision Systems

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Publisher : Springer
ISBN 13 : 3319259032
Total Pages : 897 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Advanced Concepts for Intelligent Vision Systems by : Sebastiano Battiato

Download or read book Advanced Concepts for Intelligent Vision Systems written by Sebastiano Battiato and published by Springer. This book was released on 2015-10-07 with total page 897 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed proceedings of the 16th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2015, held Catania, Italy, in October 2015. The 76 revised full papers were carefully selected from 129 submissions. Acivs 2015 is a conference focusing on techniques for building adaptive, intelligent, safe and secure imaging systems. The focus of the conference is on following topic: low-level Image processing, video processing and camera networks, motion and tracking, security, forensics and biometrics, depth and 3D, image quality improvement and assessment, classification and recognition, multidimensional signal processing, multimedia compression, retrieval, and navigation.

Theory and Applications of Smart Cameras

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Publisher : Springer
ISBN 13 : 9401799873
Total Pages : 366 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Theory and Applications of Smart Cameras by : Chong-Min Kyung

Download or read book Theory and Applications of Smart Cameras written by Chong-Min Kyung and published by Springer. This book was released on 2015-07-20 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an overview of smart camera systems, considering practical applications but also reviewing fundamental aspects of the underlying technology. It introduces in a tutorial style the principles of sensing and signal processing, and also describes topics such as wireless connection to the Internet of Things (IoT) which is expected to be the biggest market for smart cameras. It is an excellent guide to the fundamental of smart camera technology, and the chapters complement each other well as the authors have worked as a team under the auspice of GFP(Global Frontier Project), the largest-scale funded research in Korea. This is the third of three books based on the Integrated Smart Sensors research project, which describe the development of innovative devices, circuits, and system-level enabling technologies. The aim of the project was to develop common platforms on which various devices and sensors can be loaded, and to create systems offering significant improvements in information processing speed, energy usage, and size. This book contains extensive reference lists, introduces the reader to the subject in a tutorial style and also reviews state-of-the-art results, which allows it to be used as a guide for starting researchers.

IoT-enabled Sensor Networks: Architecture, Methodologies, Security, and Futuristic Applications

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Author :
Publisher : Bentham Science Publishers
ISBN 13 : 9815049496
Total Pages : 142 pages
Book Rating : 4.8/5 (15 download)

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Book Synopsis IoT-enabled Sensor Networks: Architecture, Methodologies, Security, and Futuristic Applications by : Samayveer Singh, Manju, Aruna Malik, Pradeep Kumar Singh

Download or read book IoT-enabled Sensor Networks: Architecture, Methodologies, Security, and Futuristic Applications written by Samayveer Singh, Manju, Aruna Malik, Pradeep Kumar Singh and published by Bentham Science Publishers. This book was released on 2024-03-01 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume explores IoT architectures, their configuration, and operability in wireless sensor networks. The topics are spread across nine structured chapters covering fundamental and applied knowledge about wireless sensor networks using IoT devices. The book starts with an introduction to the subject, giving readers a quick overview of IoT enabled networks and bio-inspired approaches towards network design. This is followed by chapters explaining optimized routing protocols for accident detection, efficiency and performance analysis. The book concludes with four chapters dedicated to security applications of wireless networks, for homes, urban areas and businesses. Overall, the volume gives a balance of theoretical and practical information for readers. The book is intended as a resource for graduate and postgraduate students for understanding network design for home and embedded applications, specifically using single board computing devices. It also serves as a guide for networking courses and assessments.

Stereo Vision

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Publisher : BoD – Books on Demand
ISBN 13 : 9537619222
Total Pages : 383 pages
Book Rating : 4.5/5 (376 download)

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Book Synopsis Stereo Vision by : Asim Bhatti

Download or read book Stereo Vision written by Asim Bhatti and published by BoD – Books on Demand. This book was released on 2008-11-01 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book comprehensively covers almost all aspects of stereo vision. In addition reader can find topics from defining knowledge gaps to the state of the art algorithms as well as current application trends of stereo vision to the development of intelligent hardware modules and smart cameras. It would not be an exaggeration if this book is considered to be one of the most comprehensive books published in reference to the current research in the field of stereo vision. Research topics covered in this book makes it equally essential and important for students and early career researchers as well as senior academics linked with computer vision.

Energy-Efficient Wireless Sensor Networks

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Publisher : CRC Press
ISBN 13 : 149878335X
Total Pages : 276 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Energy-Efficient Wireless Sensor Networks by : Vidushi Sharma

Download or read book Energy-Efficient Wireless Sensor Networks written by Vidushi Sharma and published by CRC Press. This book was released on 2017-07-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The advances in low-power electronic devices integrated with wireless communication capabilities are one of recent areas of research in the field of Wireless Sensor Networks (WSNs). One of the major challenges in WSNs is uniform and least energy dissipation while increasing the lifetime of the network. This is the first book that introduces the energy efficient wireless sensor network techniques and protocols. The text covers the theoretical as well as the practical requirements to conduct and trigger new experiments and project ideas. The advanced techniques will help in industrial problem solving for energy-hungry wireless sensor network applications.

TinyML for Edge Intelligence in IoT and LPWAN Networks

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Author :
Publisher : Elsevier
ISBN 13 : 0443222037
Total Pages : 520 pages
Book Rating : 4.4/5 (432 download)

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Book Synopsis TinyML for Edge Intelligence in IoT and LPWAN Networks by : Bharat S Chaudhari

Download or read book TinyML for Edge Intelligence in IoT and LPWAN Networks written by Bharat S Chaudhari and published by Elsevier. This book was released on 2024-06-17 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recently, Tiny Machine Learning (TinyML) has gained incredible importance due to its capabilities of creating lightweight machine learning (ML) frameworks aiming at low latency, lower energy consumption, lower bandwidth requirement, improved data security and privacy, and other performance necessities. As billions of battery-operated embedded IoT and low power wide area networks (LPWAN) nodes with very low on-board memory and computational capabilities are getting connected to the Internet each year, there is a critical need to have a special computational framework like TinyML. TinyML for Edge Intelligence in IoT and LPWAN Networks presents the evolution, developments, and advances in TinyML as applied to IoT and LPWANs. It starts by providing the foundations of IoT/LPWANs, low power embedded systems and hardware, the role of artificial intelligence and machine learning in communication networks in general and cloud/edge intelligence. It then presents the concepts, methods, algorithms and tools of TinyML. Practical applications of the use of TinyML are given from health and industrial fields which provide practical guidance on the design of applications and the selection of appropriate technologies. TinyML for Edge Intelligence in IoT and LPWAN Networks is highly suitable for academic researchers and professional system engineers, architects, designers, testers, deployment engineers seeking to design ultra-lower power and time-critical applications. It would also help in designing the networks for emerging and future applications for resource-constrained nodes. This book provides one-stop solutions for emerging TinyML for IoT and LPWAN applications. The principles and methods of TinyML are explained, with a focus on how it can be used for IoT, LPWANs, and 5G applications. Applications from the healthcare and industrial sectors are presented. Guidance on the design of applications and the selection of appropriate technologies is provided.

Mission-Oriented Sensor Networks and Systems: Art and Science

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Author :
Publisher : Springer Nature
ISBN 13 : 3319911465
Total Pages : 820 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Mission-Oriented Sensor Networks and Systems: Art and Science by : Habib M. Ammari

Download or read book Mission-Oriented Sensor Networks and Systems: Art and Science written by Habib M. Ammari and published by Springer Nature. This book was released on 2019-09-18 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses topics in mission-oriented sensor networks and systems research and practice, enabling readers to understand the major technical and application challenges of these networks, with respect to their architectures, protocols, algorithms, and application design. It also presents novel theoretical and practical ideas, which have led to the development of solid foundations for the design, analysis, and implementation of energy-efficient, reliable, and secure mission-oriented sensor network applications. Covering various topics, including sensor node architecture, sensor deployment, mobile coverage, mission assignment, detection, localization, tracking, data dissemination, data fusion, topology control, geometric routing, location privacy, secure communication, and cryptograph, it is a valuable resource for computer scientists, researchers, and practitioners in academia and industry.

Wireless Sensor and Actuator Networks for Smart Cities

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Author :
Publisher : MDPI
ISBN 13 : 3038974234
Total Pages : 169 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Wireless Sensor and Actuator Networks for Smart Cities by : Burak Kantarci

Download or read book Wireless Sensor and Actuator Networks for Smart Cities written by Burak Kantarci and published by MDPI. This book was released on 2019-01-15 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Wireless Sensor and Actuator Networks for Smart Cities" that was published in JSAN