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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Main Authors: | |
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Group Author: | ; |
Published: |
Springer,
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Publisher Address: | Cham, Switzerland : |
Publication Dates: | [2022] |
Literature type: | Book |
Language: | English |
Series: |
EAI/Springer Innovations in Communication and Computing,
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Subjects: | |
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. |