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Energy Efficient Multi Target Tracking In Heterogeneous Wireless Sensor Networks
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Book Synopsis Energy Efficient Multi-target Tracking in Heterogeneous Wireless Sensor Networks by : Kaustubh Dhondge
Download or read book Energy Efficient Multi-target Tracking in Heterogeneous Wireless Sensor Networks written by Kaustubh Dhondge and published by . This book was released on 2011 with total page 40 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tracking multiple targets in an energy efficient way is an important challenge in wireless sensor networks (WSNs). While most of the prior work consider tracking multiple targets as execution of single target tracking algorithms multiple times and utilize only single parameters for efficient energy consumption, we identify multiple parameters that can influence the energy efficiency of sensors in the WSN. We observe that there are several impacting parameters that can affect the energy efficiency of the sensors in the WSN which are: the relative location of the sensor with respect to the target's motion, multiple targets tracked by the sensor, and the remaining energy in the sensor. These impacting parameters are used to decide the tracking state of the sensors and further, our observations reveal the implications of combining these parameters and we identify that the optimal energy consumption is governed by their usage in particular network conditions. Based on these observations we proceed to propose our Adaptive Multi-Target Tracking (AMTT) algorithm that can identify the local network conditions for individual sensors in distributed environment without any centralized co-ordination, and uses required combination of impacting parameters to achieve energy efficiency.
Book Synopsis An Energy-Efficient Target Tracking Protocol Using Wireless Sensor Networks by : Adel Mohammad Shafiei
Download or read book An Energy-Efficient Target Tracking Protocol Using Wireless Sensor Networks written by Adel Mohammad Shafiei and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Energy and Bandwidth Efficient Multi-target Tracking in a Two-tier Hierarchical Wireless Sensor Network by : Jin Wei
Download or read book Energy and Bandwidth Efficient Multi-target Tracking in a Two-tier Hierarchical Wireless Sensor Network written by Jin Wei and published by . This book was released on 2008 with total page 112 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 Information Processing in Sensor Networks by : Feng Zhao
Download or read book Information Processing in Sensor Networks written by Feng Zhao and published by Springer Science & Business Media. This book was released on 2003-04-10 with total page 688 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Energy-efficient Target Coverage in Heterogeneous Wireless Sensor Networks by : Wael Awada
Download or read book Energy-efficient Target Coverage in Heterogeneous Wireless Sensor Networks written by Wael Awada and published by . This book was released on 2006 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Distributed Multi-target Tracking in a Wireless Sensor Network Using Diffusion Strategies and Adaptive Combiners by : Jaume Anguera-Peris
Download or read book Distributed Multi-target Tracking in a Wireless Sensor Network Using Diffusion Strategies and Adaptive Combiners written by Jaume Anguera-Peris and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Wireless sensor networks (WSN) have been attracting attention over the past years owing to their capability to observe the environment, process the data, and make decisions. These features have gained importance in the context of object detection and localization, surveillance, and environmental monitoring. Specifically, there is an ongoing trend of solving these problems in a distributed manner, i.e., without the use of a central node controlling all the data generated and exchanged over the network. This project presents an algorithm for tracking multiple objects in a distributed manner using a wireless sensor network. In addition to the objects' locations, the strength of the field that they generate is considered as an unknown parameter to be estimated. The proposed algorithm is based on a diffusion cooperation scheme, which has been shown to provide good performance in distributed implementations. Our algorithm is based on explicit, non-linear tracking, and as such is not restricted to a pre-specified quantization grid in space. We allow for imperfect communication links, where information packets can be lost, and rely on an efficient adaptive combination strategy to improve robust- ness to node and link failures. Performance is analyzed in terms of the mean-squared error (MSE) as a function of the signal-to-noise ratio (SNR), in situations with different number of objects moving across the field and different probability of packet loss.
Book Synopsis Multi-target Tracking and Localization in Distributed Wireless Sensor Networks by : Yinfei Fu
Download or read book Multi-target Tracking and Localization in Distributed Wireless Sensor Networks written by Yinfei Fu and published by . This book was released on 2010 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Object Tracking Sensor Networks Using Sequential Patterns in an Energy Efficient Prediction Technique by : Muhannad Khaled Al-Hajri
Download or read book Object Tracking Sensor Networks Using Sequential Patterns in an Energy Efficient Prediction Technique written by Muhannad Khaled Al-Hajri and published by . This book was released on 2010 with total page 214 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Wireless Sensor Networks and Energy Efficiency: Protocols, Routing and Management by : Zaman, Noor
Download or read book Wireless Sensor Networks and Energy Efficiency: Protocols, Routing and Management written by Zaman, Noor and published by IGI Global. This book was released on 2012-01-31 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book focuses on wireless sensor networks and their operation, covering topics including routing, energy efficiency and management"--
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 2022-06-01 with total page 1679 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 students or as research material for engineers, the book gives readers up-to-date, practical insight on all aspects of the field.This two volume set, this second edition has been revised and expanded with over 500 additional pages and more than 300 new illustrations. This edition incorporates contributions from many veterans of the DARPA ISO SENSIT program as well as new material from distinguished researchers in the field. It offers 13 fully revised chapters and 22 new chapters, covering new perspectives on information fusion, the latest technical developments, and current sensor network applications. Volume 1 Image and Sensor Signal Processing includes: Distributed Sensing and Signal Processing; Information Fusion; and Power Management. Volume 2 Sensor Networking and Applications includes: Sensor Deployment; Adaptive Tasking; Self-Configuration; System Control; and Engineering Examples.
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 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 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 Proceedings of Ninth International Congress on Information and Communication Technology by : Xin-She Yang
Download or read book Proceedings of Ninth International Congress on Information and Communication Technology written by Xin-She Yang and published by Springer Nature. This book was released on with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Novel Energy Efficient Wireless Sensor Network Framework for Object Tracking by : Muhammad Jasim Saeed
Download or read book A Novel Energy Efficient Wireless Sensor Network Framework for Object Tracking written by Muhammad Jasim Saeed and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Multi-hop Routing in Wireless Sensor Networks by : Shalli Rani
Download or read book Multi-hop Routing in Wireless Sensor Networks written by Shalli Rani and published by Springer. This book was released on 2015-09-21 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief provides an overview of recent developments in multi-hop routing protocols for Wireless Sensor Networks (WSNs). It introduces the various classifications of routing protocols and lists the pros and cons of each category, going beyond the conceptual overview of routing classifications offered in other books. Recently many researchers have proposed numerous multi-hop routing protocols and thereby created a need for a book that provides its readers with an up-to-date road map of this research paradigm. The authors present some of the most relevant results achieved by applying an algorithmic approach to the research on multi-hop routing protocols. The book covers measurements, experiences and lessons learned from the implementation of multi-hop communication prototypes. Furthermore, it describes future research challenges and as such serves as a useful guide for students and researchers alike.
