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Jondhale / Lloret / Maheswar

Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks

Medium: Buch
ISBN: 978-3-030-74063-4
Verlag: Springer International Publishing
Erscheinungstermin: 29.07.2022
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783030740634
  • Medium: Buch
  • ISBN: 978-3-030-74063-4
  • Verlag: Springer International Publishing
  • Erscheinungstermin: 29.07.2022
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2022
  • Serie: EAI/Springer Innovations in Communication and Computing
  • Produktform: Kartoniert
  • Gewicht: 347 g
  • Seiten: 205
  • Format (B x H x T): 155 x 235 x 13 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

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.