Rss-Aoa-Based Target Localization and Tracking in Wireless Sensor Networks

ISBN-13: 9788793519886 / Angielski / Twarda / 2017 / 400 str.

Slavisa Tomic; Marko Beko; Rui Dinis

Opis

The desire for precise knowledge about the location of a moving object at any time has recently motivated a great deal of scientific research. This is owing to the steady expansion of the range of enabling devices and technologies as well as the need for seamless solutions for location-based services. Besides localization accuracy, a common requirement for emerging solutions is that they are cost-abstemious in terms of both the financial and computational cost. Hence, the development of localization strategies from already deployed technologies-- from different terrestrial radio frequency sources-- is of great practical interest. This includes localization strategies based on received signal strength (RSS), time of arrival, angle of arrival (AoA), or a combination of them.

RSS-AoA-based Target Localization and Tracking in Wireless Sensor Networks presents recent advances in developing algorithms for target localization and tracking, reflecting state-of-the-art algorithms and research achievements in target localization and tracking based on hybrid (RSS-AoA) measurements. Technical topics discussed in the book include:

* Centralized RSS-AoA-based Target Localization
* Distributed RSS-AoA-based Target Localization
* RSS-AoA-based Target Tracking via Maximum A Posteriori Estimator
* RSS-AoA-based Target Tracking via Kalman Filter
* RSS-AoA-based via Sensor Navigation

This book will be of interest for personnel in telecommunications and surveillance industries, military, and smart systems as well as academic staff and postgraduate/research students in telecommunications, signal processing, and non-smooth and convex optimization.

Spis treści

• Abstract
• 1. Introduction
• 2. RSS-AoA-based Target Localization
• 3. Target Tracking
• 4. Conclusions
• Appendix A CRB Derivation for RSS-AoA Localization
• Appendix B Derivation of the State Transition Model
• Bibliography

O autorze

Slavisa Tomic, Marko Beko, Rui Dinis