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Received signal strength based targe...

Jondhale, Satish R.

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Received signal strength based target localization and tracking using wireless sensor networks

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Received signal strength based target localization and tracking using wireless sensor networks/ by Satish R. Jondhale, R. Maheswar, Jaime Lloret.
作者:	Jondhale, Satish R.
其他作者:	Maheswar, R.
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xv, 205 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Wireless localization. -
電子資源:	https://doi.org/10.1007/978-3-030-74061-0
ISBN:	9783030740610

Received signal strength based target localization and tracking using wireless sensor networks
Jondhale, Satish R.

Received signal strength based target localization and tracking using wireless sensor networks[electronic resource] /by Satish R. Jondhale, R. Maheswar, Jaime Lloret. - Cham :Springer International Publishing :2022. - xv, 205 p. :ill., digital ;24 cm. - EAI/Springer innovations in communication and computing,2522-8595. - EAI/Springer innovations in communication and computing..

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.

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.

ISBN: 9783030740610

Standard No.: 10.1007/978-3-030-74061-0doiSubjects--Topical Terms:

3227049
Wireless localization.

LC Class. No.: TK5103.4895 / .J65 2022

Dewey Class. No.: 621.384

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505 0 $a 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.
520 $a 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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