03589nam 22005415 450 991052388700332120220209132300.03-030-74061-710.1007/978-3-030-74061-0(CKB)5590000000549555(DE-He213)978-3-030-74061-0(PPN)260833347(EXLCZ)99559000000054955520210728d2022 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierReceived Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks /by Satish R. Jondhale, R. Maheswar, Jaime Lloret1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (XV, 205 p. 164 illus., 131 illus. in color.) EAI/Springer Innovations in Communication and Computing,2522-86093-030-74060-9 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.EAI/Springer Innovations in Communication and Computing,2522-8609TelecommunicationCooperating objects (Computer systems)Software engineeringCommunications Engineering, NetworksCyber-Physical SystemsSoftware EngineeringTelecommunication.Cooperating objects (Computer systems).Software engineering.Communications Engineering, Networks.Cyber-Physical Systems.Software Engineering.621.382Jondhale Satish Rauthttp://id.loc.gov/vocabulary/relators/aut1272455Maheswar Rauthttp://id.loc.gov/vocabulary/relators/autLloret Jaimeauthttp://id.loc.gov/vocabulary/relators/autBOOK9910523887003321Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks2996984UNINA