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Localization Algorithms For Passive Sensor Networks


Localization Algorithms For Passive Sensor Networks
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Localization Algorithms For Passive Sensor Networks


Localization Algorithms For Passive Sensor Networks
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Author : Darya Ismailova
language : en
Publisher:
Release Date : 2016

Localization Algorithms For Passive Sensor Networks written by Darya Ismailova and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.


Locating a radiating source based on range or range measurements obtained from a network of passive sensors has been a subject of research over the past two decades due to the problem's importance in applications in wireless communications, surveillance, navigation, geosciences, and several other fields. In this thesis, we develop new solution methods for the problem of localizing a single radiating source based on range and range-difference measurements. Iterative re-weighting algorithms are developed for both range-based and range-difference-based least squares localization. Then we propose a penalty convex-concave procedure for finding an approximate solution to nonlinear least squares problems that are related to the range measurements. Finally, the sequential convex relaxation procedures are proposed to obtain the nonlinear least squares estimate of source coordinates. Localization in wireless sensor network, where the RF signals are used to derive the ranging measurements, is the primary application area of this work. However, the solution methods proposed are general and could be applied to range and range-difference measurements derived from other types of signals.



Localization Algorithms For Passive Targets In Radar Networks


Localization Algorithms For Passive Targets In Radar Networks
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Author : Kartik Trasi
language : en
Publisher:
Release Date : 2006

Localization Algorithms For Passive Targets In Radar Networks written by Kartik Trasi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.


Despite the recent advances in location discovery for sensor networks the robustness of the algorithms needs more consideration. In this study, we propose an improved, robust algorithm for passive targets in radar networks. Robust, fault tolerant, localization algorithms are essential for accurate position estimation of targets in wireless sensor networks. The objective of this research is to provide a numerical and experimental validation for localization of a single passive target in an indoor environment.



Localization In Underwater Sensor Networks


Localization In Underwater Sensor Networks
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Author : Jing Yan
language : en
Publisher: Springer Nature
Release Date : 2021-10-27

Localization In Underwater Sensor Networks written by Jing Yan and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-27 with Computers categories.


Ocean covers 70.8% of the Earth’s surface, and it plays an important role in supporting all life on Earth. Nonetheless, more than 80% of the ocean’s volume remains unmapped, unobserved and unexplored. In this regard, Underwater Sensor Networks (USNs), which offer ubiquitous computation, efficient communication and reliable control, are emerging as a promising solution to understand and explore the ocean. In order to support the application of USNs, accurate position information from sensor nodes is required to correctly analyze and interpret the data sampled. However, the openness and weak communication characteristics of USNs make underwater localization much more challenging in comparison to terrestrial sensor networks. In this book, we focus on the localization problem in USNs, taking into account the unique characteristics of the underwater environment. This problem is of considerable importance, since fundamental guidance on the design and analysis of USN localization is very limited at present. To this end, we first introduce the network architecture of USNs and briefly review previous approaches to the localization of USNs. Then, the asynchronous clock, node mobility, stratification effect, privacy preserving and attack detection are considered respectively and corresponding localization schemes are developed. Lastly, the book’s rich implications provide guidance on the design of future USN localization schemes. The results in this book reveal from a system perspective that underwater localization accuracy is closely related to the communication protocol and optimization estimator. Researchers, scientists and engineers in the field of USNs can benefit greatly from this book, which provides a wealth of information, useful methods and practical algorithms to help understand and explore the ocean.



Localization Algorithms And Strategies For Wireless Sensor Networks Monitoring And Surveillance Techniques For Target Tracking


Localization Algorithms And Strategies For Wireless Sensor Networks Monitoring And Surveillance Techniques For Target Tracking
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Author : Mao, Guoqiang
language : en
Publisher: IGI Global
Release Date : 2009-05-31

Localization Algorithms And Strategies For Wireless Sensor Networks Monitoring And Surveillance Techniques For Target Tracking written by Mao, Guoqiang and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-31 with Computers categories.


Wireless localization techniques are an area that has attracted interest from both industry and academia, with self-localization capability providing a highly desirable characteristic of wireless sensor networks. Localization Algorithms and Strategies for Wireless Sensor Networks encompasses the significant and fast growing area of wireless localization techniques. This book provides comprehensive and up-to-date coverage of topics and fundamental theories underpinning measurement techniques and localization algorithms. A useful compilation for academicians, researchers, and practitioners, this Premier Reference Source contains relevant references and the latest studies emerging out of the wireless sensor network field.



Stardust A Flexible Architecture For Passive Localization In Wireless Sensor Networks


Stardust A Flexible Architecture For Passive Localization In Wireless Sensor Networks
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Author :
language : en
Publisher:
Release Date : 2006

Stardust A Flexible Architecture For Passive Localization In Wireless Sensor Networks written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.


The problem of localization in wireless sensor networks where nodes do not use ranging hardware, remains a challenging problem, when considering the required location accuracy, energy expenditure and the duration of the localization phase. In this paper we propose a framework, called StarDust, for wireless sensor network localization based on passive optical components. In the StarDust framework, sensor nodes are equipped with optical retro-reflectors. An aerial device projects light towards the deployed sensor network, and records an image of the reflected light. An image processing algorithms developed for obtaining the locations of sensor nodes. For matching a node ID to a location we propose a constraint-based label relaxation algorithm. We propose and develop localization techniques based on four types of constraints: node color, neighbor information, deployment time for a node and deployment location for a node. We evaluate the performance of a localization system based on our framework by localizing a network of 26 sensor nodes deployed in a 120 60 ft squared area. The localization accuracy ranges from 2 ft to 5 ft while the localization time ranges from 10 milliseconds to 2 minutes.



Rss Aoa Based Target Localization And Tracking In Wireless Sensor Networks


Rss Aoa Based Target Localization And Tracking In Wireless Sensor Networks
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Author : Slavisa Tomic
language : en
Publisher: CRC Press
Release Date : 2022-09-01

Rss Aoa Based Target Localization And Tracking In Wireless Sensor Networks written by Slavisa Tomic and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-01 with Technology & Engineering categories.


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.



Advanced Localization Algorithms For Wireless Sensor Networks


Advanced Localization Algorithms For Wireless Sensor Networks
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Author : M. Vasim Babu
language : en
Publisher:
Release Date : 2020

Advanced Localization Algorithms For Wireless Sensor Networks written by M. Vasim Babu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Computer algorithms categories.


"This book explores self-localization, 3D localization analysis, and network models. It also examines future trends and applications of localization in wireless sensor networks"--



Localization In Wireless Networks


Localization In Wireless Networks
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Author : Jessica Feng Sanford
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-05-03

Localization In Wireless Networks written by Jessica Feng Sanford 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 2012-05-03 with Technology & Engineering categories.


In a computational tour-de-force, this volume wipes away a host of problems related to location discovery in wireless ad-hoc sensor networks. WASNs have recognized potential in many applications that are location-dependent, yet are heavily constrained by factors such as cost and energy consumption. Their “ad-hoc” nature, with direct rather than mediated connections between a network of wireless devices, adds another layer of difficulty. Basing this work entirely on data-driven, coordinated algorithms, the author’s aim is to present location discovery techniques that are highly accurate—and which fit user criteria. The research deploys nonparametric statistical methods and relies on the concept of joint probability to construct error (including location error) models and environmental field models. It also addresses system issues such as the broadcast and scheduling of the beacon. Reporting an impressive accuracy gain of almost 17 percent, and organized in a clear, sequential manner, this book represents a stride forward in wireless localization.



Localization Algorithms In A Wireless Sensor Network Using Distance And Angular Data


Localization Algorithms In A Wireless Sensor Network Using Distance And Angular Data
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Author : Mahsa Najibi
language : en
Publisher:
Release Date : 2013

Localization Algorithms In A Wireless Sensor Network Using Distance And Angular Data written by Mahsa Najibi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Location problems (Programming) categories.


The applications of positioning in wireless sensor networks include patient monitoring, asset tracking, and intelligent transportation including air traffic control. Popular methods are: received-signal-strength (RSS); time-of-arrival (TOA); time-difference-of-arrival (TDOA); and angle-of-arrival (AOA). Estimation is based on nonlinear equations constructed from measurements and knowledge of the anchor node geometry. In this thesis, anchor-based line-of-sight TOA and AOA are reviewed, and new techniques, namely DAOA (differential-angle-of-arrival) and hybrid TOA/DAOA are proposed for rotating laser implementation. For the TOA approach, a nonlinear Least Square Estimator (LSE) is applied to one- and two-dimensional systems, then the equations are linearized and solved by unconstrained/constrained LSE. This LSE procedure is also used for AOA. For DAOA, all the anchors are placed on a circle in order to simplify the solution, and then LSE is used to estimate an unlocalized node. The statistical accuracy of these methods, from simulation, is presented graphically for simple read-and-use application.



Wireless Sensor Networks


Wireless Sensor Networks
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Author : Suraiya Tarannum
language : en
Publisher: IntechOpen
Release Date : 2011-06-30

Wireless Sensor Networks written by Suraiya Tarannum and has been published by IntechOpen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-06-30 with Technology & Engineering categories.


The importance and ubiquity of wireless networks in the modern age justifies the depth and scope of the chapters included in this book, with its special focus on sensors. Topics covered include MAC protocols, with one contribution offering a literature review on them. Energy efficiency is also important, with several chapters addressing cooperative beamforming, modern spatial-diversity techniques and MEMS. Hardware issues are addressed by a batch of chapters, on extending network coverage areas, CMOS RF transceivers, the use of an accelerometer sensor module and a fall-detection monitoring system and a couple of contributions on hierarchical paradigms in wireless sensor networks. More mathematical approaches are also included, with chapters on data aggregation tree construction and distributed localization algorithms.