LEADER 03589nam 22005415 450 001 9910523887003321 005 20220209132300.0 010 $a3-030-74061-7 024 7 $a10.1007/978-3-030-74061-0 035 $a(CKB)5590000000549555 035 $a(DE-He213)978-3-030-74061-0 035 $a(PPN)260833347 035 $a(EXLCZ)995590000000549555 100 $a20210728d2022 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aReceived Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks /$fby Satish R. Jondhale, R. Maheswar, Jaime Lloret 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (XV, 205 p. 164 illus., 131 illus. in color.) 225 1 $aEAI/Springer Innovations in Communication and Computing,$x2522-8609 311 $a3-030-74060-9 327 $aChapter 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. 330 $aThis book briefly summarizes the current state of the art technologies and solutions for location and tracking (L&T) in wireless sensor networks (WSN), focusing on RSS-based schemes. The authors offer broad and in-depth coverage of essential topics including range-based and range-free localization strategies, and signal path loss models. In addition, the book includes motion models and how state estimation techniques and advanced machine learning techniques can be utilized to design L&T systems for a given problem using low cost measurement metric (that is RSS). This book also provides MATLAB examples to demonstrate fundamental algorithms for L&T and provides online access to all MATLAB codes. The book allows practicing engineers and graduate students to keep pace with contemporary research and new technologies in the L&T domain. Presents a variety of perspectives on real time location and tracking (L&T) problems and low cost solutions; Allows readers to simulate L&T systems and validate them using real time measurements; Includes MATLAB based examples, codes and illustration of obtained results. 410 0$aEAI/Springer Innovations in Communication and Computing,$x2522-8609 606 $aTelecommunication 606 $aCooperating objects (Computer systems) 606 $aSoftware engineering 606 $aCommunications Engineering, Networks 606 $aCyber-Physical Systems 606 $aSoftware Engineering 615 0$aTelecommunication. 615 0$aCooperating objects (Computer systems). 615 0$aSoftware engineering. 615 14$aCommunications Engineering, Networks. 615 24$aCyber-Physical Systems. 615 24$aSoftware Engineering. 676 $a621.382 700 $aJondhale$b Satish R$4aut$4http://id.loc.gov/vocabulary/relators/aut$01272455 702 $aMaheswar$b R$4aut$4http://id.loc.gov/vocabulary/relators/aut 702 $aLloret$b Jaime$4aut$4http://id.loc.gov/vocabulary/relators/aut 906 $aBOOK 912 $a9910523887003321 996 $aReceived Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks$92996984 997 $aUNINA