Node localization in wireless sensor networks /

In sensor network applications, measured data are often meaningful only when the location is accurately known. In this booklet, we study research problems associated with node localization in wireless sensor networks. We describe sensor network localization problems in terms of a detection and estim...

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Bibliographic Details
Main Authors: Zhang, Xue (Electrical engineer) (Author), Banavar, Mahesh K. (Author), Spanias, Andreas (Author), Tepedelenlioğlu, Cihan (Author)
Format: Book
Language:English
Published: Cham, Switzerland : Springer, [2017]
Series:Synthesis lectures on communications ; #12
Subjects:
DSP
GPS
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100 1 |a Zhang, Xue  |c (Electrical engineer),  |e author 
245 1 0 |a Node localization in wireless sensor networks /  |c Xue Zhang, Cihan Tepedelenlioglu, Mahesh Banavar, Andreas Spanias 
264 1 |a Cham, Switzerland :  |b Springer,  |c [2017] 
264 4 |c ©2017 
300 |a 1 online resource (xi, 50 pages) :  |b illustrations 
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490 1 |a Synthesis lectures on communications,  |x 1932-1708 ;  |v #12 
504 |a Includes bibliographical references (pages 35-48) 
505 0 |a 1. Introduction -- 1.1 Wireless sensor networks -- 1.2 Applications -- 1.3 Localization -- 1.4 Organization 
505 8 |a 2. Introduction to localization -- 2.1 Classification of localization algorithms -- 2.2 ML estimator for location -- 2.3 Performance analysis -- 2.4 Location detection -- 2.5 Performance analysis -- 2.6 Location estimation vs. detection 
505 8 |a 3. Review of localization algorithms -- 3.1 System model -- 3.2 Nonlinear least squares -- 3.3 Linear least squares -- 3.4 Projection onto convex sets -- 3.5 Projection onto rings 
505 8 |a 4. Sequential localization -- 4.1 System model -- 4.2 Least squares solutions -- 4.3 Performance comparison 
505 8 |a 5. Concluding remarks and summary -- Bibliography -- Authors' biographies 
520 3 |a In sensor network applications, measured data are often meaningful only when the location is accurately known. In this booklet, we study research problems associated with node localization in wireless sensor networks. We describe sensor network localization problems in terms of a detection and estimation framework and we emphasize specifically a cooperative process where sensors with known locations are used to localize nodes at unknown locations. In this class of problems, even if the location of a node is known, the wireless links and transmission modalities between two nodes may be unknown. In this case, sensor nodes are used to detect the location and estimate pertinent data transmission activities between nodes. In addition to the broader problem of sensor localization, this booklet studies also specific localization measurements such as time of arrival (TOA), received signal strength (RSS), and direction of arrival (DOA). The sequential localization algorithm, which uses a subset of sensor nodes to estimate nearby sensor nodes' locations is discussed in detail. Extensive bibliography is given for those readers who want to delve further into specific topics 
588 0 |a Online resource; title from PDF title page (Morgan & Claypool, viewed on January 24, 2017) 
596 |a 22 
650 0 |a Wireless localization 
650 0 |a Wireless sensor networks 
650 6 |a Localisation sans fil 
650 6 |a Réseaux de capteurs sans fil 
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650 7 |a Wireless localization  |2 fast 
650 7 |a Wireless sensor networks  |2 fast 
653 |a DSP 
653 |a GPS 
653 |a Internet of Things (IoT) 
653 |a localization algorithms 
653 |a location estimation 
653 |a wireless sensor networks 
700 1 |a Banavar, Mahesh K.,  |e author 
700 1 |a Spanias, Andreas,  |e author 
700 1 |a Tepedelenlioğlu, Cihan,  |e author 
776 0 8 |i Print version:  |a ZHANG, XUE  |t NODE LOCALIZATION IN WIRELESS SENSOR NETWORKS.  |d SAN RAFAEL : MORGAN & CLAYPOOL, 2016  |z 1627054855  |w (OCoLC)971069038 
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