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Characterization Of Acoustic Sensor Motes For Target Tracking In Wireless Sensor Networks
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Book Synopsis Characterization of Acoustic Sensor Motes for Target Tracking in Wireless Sensor Networks by : Abhisek Swain
Download or read book Characterization of Acoustic Sensor Motes for Target Tracking in Wireless Sensor Networks written by Abhisek Swain and published by . This book was released on 2006 with total page 124 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Management Association, Information Resources Publisher :IGI Global ISBN 13 :1799824551 Total Pages :1618 pages Book Rating :4.7/5 (998 download)
Book Synopsis Sensor Technology: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources
Download or read book Sensor Technology: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2020-02-07 with total page 1618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Collecting and processing data is a necessary aspect of living in a technologically advanced society. Whether it’s monitoring events, controlling different variables, or using decision-making applications, it is important to have a system that is both inexpensive and capable of coping with high amounts of data. As the application of these networks becomes more common, it becomes imperative to evaluate their effectiveness as well as other opportunities for possible implementation in the future. Sensor Technology: Concepts, Methodologies, Tools, and Applications is a vital reference source that brings together new ways to process and monitor data and to put it to work in everything from intelligent transportation systems to healthcare to multimedia applications. It also provides inclusive coverage on the processing and applications of wireless communication, sensor networks, and mobile computing. Highlighting a range of topics such as internet of things, signal processing hardware, and wireless sensor technologies, this multi-volume book is ideally designed for research and development engineers, IT specialists, developers, graduate students, academics, and researchers.
Book Synopsis Improving Reliability of Wireless Sensor Networks for Target Tracking Using Wireless Acoustic Sensors by : Raghu Kisore Neelisetti
Download or read book Improving Reliability of Wireless Sensor Networks for Target Tracking Using Wireless Acoustic Sensors written by Raghu Kisore Neelisetti and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks by : Slavisa Tomic
Download or read book RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks written by Slavisa Tomic and published by CRC Press. This book was released on 2022-09-01 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt: The desire for precise knowledge about the location of a moving object at any time instant has motivated a great deal of scientific research recently. This is owing to a steady expansion of the range of enabling devices and technologies, as well as the need for seamless solutions for location-based services. Besides localization accuracy, a common requirement for emerging solutions is that they are cost-abstemious, both in terms of the financial and computational cost. Hence, development of localization strategies from already deployed technologies, e.g., from different terrestrial radio frequency sources is of great practical interest. Amongst other, these include localization strategies based on received signal strength (RSS), time of arrival, angle of arrival (AoA) or a combination of them. RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks presents recent advances in developing algorithms for target localization and tracking, reflecting the state-of-the-art algorithms and research achievements in target localization and tracking based on hybrid (RSS-AoA) measurements.Technical topics discussed in the book include:Centralized RSS-AoA-based Target LocalizationDistributed RSS-AoA-based Target LocalizationRSS-AoA-based Target Tracking via Maximum A Posteriori EstimatorRSS-AoA-based Target Tracking via Kalman FilterRSS-AoA-based via Sensor NavigationThis book is of interest for personnel in telecommunications and surveillance industries, military, smart systems, as well as academic staff and postgraduate/research students in telecommunications, signal processing, and non-smooth and convex optimization.
Book Synopsis Achieving Real-Time Target Tracking Using Wireless Sensor Networks by :
Download or read book Achieving Real-Time Target Tracking Using Wireless Sensor Networks written by and published by . This book was released on 2006 with total page 13 pages. Available in PDF, EPUB and Kindle. Book excerpt: Target tracking systems, consisting of thousands of low-cost sensor nodes, have been used in many application domains such as battlefield surveillance, wildlife monitoring and border security. These applications need to meet certain real-time constraints in response to transient events, such as fast-moving targets. While the real-time performance is a major concern in these applications, it should be compatible with other important system properties such as energy consumption and accuracy. Hence, it is desirable to have the ability to exploit the tradeoffs among them. This work presents the real-time design and analysis of VigilNet, a large-scale sensor network system which tracks, detects and classifies targets in a timely and energy efficient manner. Based on a deadline partition method and theoretical derivations of each sub-deadline, we are able to make guided engineering decisions to meet the end-to-end tracking deadline. To confirm our design and obtain an empirical understanding of these tradeoffs, we invest significant efforts to perform large-scale simulations with 10,000 nodes as well as a field test with 200 XSM motes, running VigilNet. The results from both analysis and evaluation can serve as general design guidelines to build similar real-time systems.
Book Synopsis DEVELOPMENT OF EFFICIENT TARGET TRACKING SYSTEM USING WIRELESS SENSOR NETWORKS by : Satish Raosaheb Jondhale
Download or read book DEVELOPMENT OF EFFICIENT TARGET TRACKING SYSTEM USING WIRELESS SENSOR NETWORKS written by Satish Raosaheb Jondhale and published by Infotech Publishers. This book was released on 2022-09-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: INTRODUCTION Wireless sensor network (WSN) based target tracking has become a major research field in recent years. The WSN is composed of a large number of tiny, battery-powered spatially distributed sensor nodes that can communicate and exchange data with each other. This chapter first explains the fundamentals of wireless sensor networks, their characteristics, limitations, and applications. Next, the WSN based Localization and Tracking (L&T) issues and measurement techniques are discussed.
Book Synopsis Handbook on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks by : Jie Wu
Download or read book Handbook on Theoretical and Algorithmic Aspects of Sensor, Ad Hoc Wireless, and Peer-to-Peer Networks written by Jie Wu and published by CRC Press. This book was released on 2005-08-08 with total page 896 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of cheaper, faster, and more reliable electronic components has stimulated important advances in computing and communication technologies. Theoretical and algorithmic approaches that address key issues in sensor networks, ad hoc wireless networks, and peer-to-peer networks play a central role in the development of emerging network
Book Synopsis Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks by : Satish R. Jondhale
Download or read book Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks written by Satish R. Jondhale and published by Springer Nature. This book was released on 2021-07-28 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book briefly summarizes the current state of the art technologies and solutions for location and tracking (L&T) in wireless sensor networks (WSN), focusing on RSS-based schemes. The authors offer broad and in-depth coverage of essential topics including range-based and range-free localization strategies, and signal path loss models. In addition, the book includes motion models and how state estimation techniques and advanced machine learning techniques can be utilized to design L&T systems for a given problem using low cost measurement metric (that is RSS). This book also provides MATLAB examples to demonstrate fundamental algorithms for L&T and provides online access to all MATLAB codes. The book allows practicing engineers and graduate students to keep pace with contemporary research and new technologies in the L&T domain.
Book Synopsis Randomly Deployed Wireless Sensor Networks by : Xi Chen
Download or read book Randomly Deployed Wireless Sensor Networks written by Xi Chen and published by Elsevier. This book was released on 2020-06-18 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks have a range of applications, including military uses and in environmental monitoring. When an area of interest is inaccessible by conventional means, such a network can be deployed in ways resulting in a random distribution of the sensors. Randomly Deployed Wireless Sensor Networks offers a probabilistic method to model and analyze these networks. The book considers the network design, coverage, target detection, localization and tracking of sensors in randomly deployed wireless networks, and proposes a stochastic model. It quantifies the relationship between parameters of the network and its performance, and puts forward a communication protocol. The title provides analyses and formulas, giving engineering insight into randomly deployed wireless sensor networks. Five chapters consider the analysis of coverage performance; working modes and scheduling mechanisms; the relationship between sensor behavior and network performance properties; probabilistic forwarding routing protocols; localization methods for multiple targets and target number estimation; and experiments on target localization and tracking with a Mica sensor system. Details a probabilistic method to model and analyze randomly deployed wireless sensor networks Gives working modes and scheduling mechanisms for sensor nodes, allowing high-probability of target detection Considers the relationship between sensor behaviour and network performance and lifetime Offers probabilistic forwarding routing protocols for randomly deployed wireless sensor networks Describes a method for localizing multiple targets and estimating their number
Book Synopsis Prototyping a Wireless Sensor Network for Acoustic Target Detection and Tracking by : Camron Vossberg
Download or read book Prototyping a Wireless Sensor Network for Acoustic Target Detection and Tracking written by Camron Vossberg and published by . This book was released on 2006 with total page 120 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Wireless Sensor Networks by : Ibrahiem M. M. El Emary
Download or read book Wireless Sensor Networks written by Ibrahiem M. M. El Emary and published by CRC Press. This book was released on 2013-08-28 with total page 804 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although there are many books available on WSNs, most are low-level, introductory books. The few available for advanced readers fail to convey the breadth of knowledge required for those aiming to develop next-generation solutions for WSNs. Filling this void, Wireless Sensor Networks: From Theory to Applications supplies comprehensive coverage of WSNs. In order to provide the wide-ranging guidance required, the book brings together the contributions of domain experts working in the various subfields of WSNs worldwide. This edited volume examines recent advances in WSN technologies and considers the theoretical problems in WSN, including issues with monitoring, routing, and power control. It also details methodologies that can provide solutions to these problems. The book’s 25 chapters are divided into seven parts: Data Collection Physical Layer and Interfacing Routing and Transport Protocols Energy-Saving Approaches Mobile and Multimedia WSN Data Storage and Monitoring Applications The book examines applications of WSN across a range of fields, including health, military, transportation, and mining. Addressing the main challenges in applying WSNs across all phases of our life, it explains how WSNs can assist in community development. Complete with a list of references at the end of each chapter, this book is ideal for senior undergraduate and postgraduate students, researchers, scholars, academics, industrial researchers, and practicing engineers working on WSNs. The text assumes that readers possess a foundation in computer networks, wireless communication, and basic electronics.
Book Synopsis Intelligent Wireless Binary Sensor Network System for Indoor Multiple Target Tracking by : Jiang Lu
Download or read book Intelligent Wireless Binary Sensor Network System for Indoor Multiple Target Tracking written by Jiang Lu and published by . This book was released on 2015 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple human tracking is desirable for many applications ranging from surveillance to gait biometrics, robotics and intelligent space. In recent, the low cost, low power consumption sensors, such as acoustic sensor, thermal sensors, pressure sensors, photonic sensors provide a new way to achieve multiple human tracking compared with the conventional tracking, such as Radar, Sonar and video tracking. Advances in sensor network technologies enable the development of distributed tracking systems. In this thesis, we attempt to explain the multiple human tracking problems with our binary pyroelectric infrared (PIR) sensors. We will cover from the designs of hardware sensor nodes to the problems of sensor node selection and calibration to the framework of binary compressive tracking to the implementation of distributed wireless senor system for tracking. In particular, we will investigate (a) A compressive multiple human tracking system using space encoding / decoding methods. (b) A Binary compressive tracking framework using low density parity check (LDPC) matrix and linear programming for encoding and decoding schemes. (c) A distributed information filter algorithm for tracking. (d) The information gain based sensor selection scheme and NMF based calibration scheme. The major accomplishments of this thesis include the following four aspects: (1) Space encoding and measurement decoding schemes. The space encoding scheme is based on the low density parity check (LDPC) matrix, which converts k-sparse target position vectors into different codewords. The measurement decoding scheme contains linear programming based localization and graphical model based tracking algorithms, which converts codewords into the states of multiple targets. A posterior Cram\'er-Rao bound analysis is utilized to achieve the tradeoff between the compression ratio of measurements and the accuracy of the tracking system. (2) Information driven sensors selection scheme. The information gain is used to dynamically adding sensors to maximize the information gain. The sensor selection procedure provides the maximum information gain for the whole sensor system which contains the minimum sensor numbers that can be used for tracking. (3) NMF based sensor calibration scheme. We provide a probability model for sensor calibration. Nonnegtive Matrix Factorization method is used to update the probability model. The calibration of sensor parameters, positions and orientations, then can be computed from the updated probability model. (4) Graphical model based problem illustration. We describe the graphical model for tracking algorithms. Various hidden variables can be added in graphical model. Also, a factor graph of tracking is provided to describe the distribute way of belief propagation.
Book Synopsis Dynamic Information-theoretic Sensor Selection Schemes for Target Tracking Applications by : Farzaneh Razavi Armaghani
Download or read book Dynamic Information-theoretic Sensor Selection Schemes for Target Tracking Applications written by Farzaneh Razavi Armaghani and published by . This book was released on 2013 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless Sensor Networks (WSNs) provide ad hoc infrastructure for the applications that must operate in remote and harsh environments, e.g. target tracking, wildlife tracking, and environmental monitoring. The primary factors driving such pervasive applications are the flexibility, fault tolerance, high sensing fidelity, low cost, and rapid deployment characteristics of WSNs. Energy efficiency is a critical feature of WSNs because sensor nodes run on batteries. Batteries are generally difficult to recharge after deployment. The principal way of increasing the network lifetime is to minimise the number of active sensors in the region of interest.Target tracking applications, being some of the main applications in WSNs, need continuous location estimations of moving objects. The requirement for high accuracy of estimations poses an additional challenge to WSNs. Accuracy of estimations can be improved by activating more sensors. However, this approach to increasing accuracy can result in higher energy consumption and a shorter network lifetime. Therefore, a reliable and effective sensor selection scheme is necessary to rotate the tracking task between the optimal sets of active sensors, to balance the trade-off between estimation accuracy and network lifetime.This thesis addresses the problem of the accuracy-lifetime trade-off in sensor selection, for three types of target tracking applications: single target tracking, multiple-target tracking, and group target tracking. Particle filtering is a widely used Bayesian estimation method that is capable of solving realistic problems. We propose, develop, implement, and validate predictive sensor selection schemes to find the best set of active sensors heuristically. The proposed schemes take advantage of particle filtering to calculate the sensor information utilities based on the predicted locations of targets. The use of sensor information utilities and sensor energy parameters in the design of selection cost metrics facilitates the formation of best sets of active sensors. In addition, the problem of the accuracy-lifetime trade-off deals with the type of data processing mechanism. The proposed schemes investigate the impact of both local and central data processing on the trade-off. Group target tracking applications demand a compatible clustering algorithm to accurately estimate the groups and their constituent targets. The proposed clustering framework adaptively finds the target groups based on the notation of trajectory mining and graph theory, and is incorporated in the design of a region-based sensor selection scheme for group target tracking. To deal with the accuracy-lifetime trade-off, our sensor selection philosophy is to select a dynamic number of sensors at anytime.This thesis presents implementation and evaluation details of the proposed schemes. Extensive simulations and evaluations have been performed to show the energy efficiency of the proposed schemes in accurate tracking of the single, multiple, or grouped targets. The proposed schemes can be applied in different tracking and monitoring applications, e.g. wildlife tracking, environmental monitoring, bushfire tracking, and traffic management. The application is made feasible by redefining the concept of information utility based on the physical property of interest, e.g. sound and temperature. We believe that the adoption of the proposed schemes would assist any tracking application to dynamically reconfigure the sensor activities, so that network lifetime is prolonged and a high quality of information is attained.
Book Synopsis Underwater Acoustic Sensor Networks by : Yang Xiao
Download or read book Underwater Acoustic Sensor Networks written by Yang Xiao and published by CRC Press. This book was released on 2010-05-19 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed review of underwater channel characteristics, Underwater Acoustic Sensor Networks investigates the fundamental aspects of underwater communication. Prominent researchers from around the world consider contemporary challenges in the development of underwater acoustic sensor networks (UW-ASNs) and introduce a cross-layer approach for effec
Book Synopsis Mobile Target Tracking In Wireless Sensor Networks by : Shereen Ismail
Download or read book Mobile Target Tracking In Wireless Sensor Networks written by Shereen Ismail and published by . This book was released on 2015-06-12 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Distributed Sensor Networks by : S. Sitharama Iyengar
Download or read book Distributed Sensor Networks written by S. Sitharama Iyengar and published by CRC Press. This book was released on 2016-04-19 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: The best-selling Distributed Sensor Networks became the definitive guide to understanding this far-reaching technology. Preserving the excellence and accessibility of its predecessor, Distributed Sensor Networks, Second Edition once again provides all the fundamentals and applications in one complete, self-contained source. Ideal as a tutorial for
Book Synopsis Target Tracking Using Wireless Sensor Networks by : Phuong Le Pham
Download or read book Target Tracking Using Wireless Sensor Networks written by Phuong Le Pham and published by . This book was released on 2012 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: