Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks
Produktnummer:
18e760026b660842cabe153c54f21cb1e8
| Autor: | Jondhale, Satish R. Lloret, Jaime Maheswar, R. |
|---|---|
| Themengebiete: | General regression neural network Kalman filter Localization Accuracy Localization and Tracking Location Based Services Received Signal Strength Wireless Sensor Network |
| Veröffentlichungsdatum: | 29.07.2021 |
| EAN: | 9783030740603 |
| Sprache: | Englisch |
| Seitenzahl: | 205 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
Produktinformationen "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 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.
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