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Autore: | Jondhale Satish R |
Titolo: | Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks / / by Satish R. Jondhale, R. Maheswar, Jaime Lloret |
Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
Edizione: | 1st ed. 2022. |
Descrizione fisica: | 1 online resource (XV, 205 p. 164 illus., 131 illus. in color.) |
Disciplina: | 621.382 |
Soggetto topico: | Telecommunication |
Cooperating objects (Computer systems) | |
Software engineering | |
Communications Engineering, Networks | |
Cyber-Physical Systems | |
Software Engineering | |
Persona (resp. second.): | MaheswarR |
LloretJaime | |
Nota di contenuto: | 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. |
Sommario/riassunto: | 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. |
Titolo autorizzato: | Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks |
ISBN: | 3-030-74061-7 |
Formato: | Materiale a stampa |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910523887003321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |