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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 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.
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