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Received signal strength based target localization and tracking using wireless sensor networks /

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 localiza...

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Bibliographic Details
Main Authors: Jondhale, Satish R. (Author)
Group Author: Maheswar, R., 1978-; Lloret Mauri, Jaime.
Published: Springer,
Publisher Address: Cham, Switzerland :
Publication Dates: [2022]
Literature type: Book
Language: English
Series: EAI/Springer Innovations in Communication and Computing,
Subjects:
Wireless localization.
Wireless sensor networks.
Summary: 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. Presents a variety of perspectives on real time location and tracking (L & T) problems and low cost solutions; Allows readers to simulate L & T systems and validate them using real time measurements; Includes MATLAB based examples, codes and illustration of obtained results.
Carrier Form: xv, 205 pages : illustrations (some color) ; 24 cm.
Bibliography: Includes bibliographical references and index.
ISBN: 9783030740634
Index Number: TK5103
CLC: TP212
Call Number: TP212/J761
Contents: Chapter 1 . Fundamentals of Wireless Sensor Networks -- Chapter 2. Target Localization and Tracking using WSN -- Chapter 3. Survey of Existing RSSI Based Target L & T Systems -- Chapter 4. Trilateration Based Target L & T Using RSSI -- Chapter 5. KF Based Target L & T Using RSSI -- Chapter 6. GRNN Based Target L & T Using RSSI -- Chapter 7. Supervised Learning Architectures Based Target L & T Using RSSI.

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