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008 210728s2022 sz | s |||| 0|eng d
020 _a9783030740610
024 7 _a10.1007/978-3-030-74061-0
_2doi
040 _aTR-AnTOB
_beng
_erda
_cTR-AnTOB
041 _aeng
050 4 _aTK5103.4895
072 7 _aTJK
_2bicssc
072 7 _aTEC041000
_2bisacsh
072 7 _aTJK
_2thema
090 _aTK5103.4895EBK
100 1 _aJondhale, Satish R.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aReceived Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks
_h[electronic resource] /
_cby Satish R. Jondhale, R. Maheswar, Jaime Lloret.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _a1 online resource
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
505 0 _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.
520 _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.
650 0 _aTelecommunication.
650 0 _aCooperating objects (Computer systems).
650 0 _aSoftware engineering.
650 1 4 _aCommunications Engineering, Networks.
650 2 4 _aCyber-Physical Systems.
650 2 4 _aSoftware Engineering.
653 0 _aWireless localization
653 0 _aWireless sensor networks
700 1 _aMaheswar, R.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aLloret, Jaime.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
830 0 _aEAI/Springer Innovations in Communication and Computing,
_x2522-8609
856 4 0 _uhttps://doi.org/10.1007/978-3-030-74061-0
_3Springer eBooks
_zOnline access link to the resource
942 _2lcc
_cEBK