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Heterogeneous Device Tracking With RSS Variation Mitigation Over a Radio Map
- Issue Date
- Oct-2016
- Publisher
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
- Keywords
- Position tracking; received signal strength; heterogeneous devices; radio fingerprint map; spatial correlation
- Citation
- IEEE WIRELESS COMMUNICATIONS LETTERS, v.5, no.5, pp.552 - 555
- Indexed
- SCIE
SCOPUS
- Journal Title
- IEEE WIRELESS COMMUNICATIONS LETTERS
- Volume
- 5
- Number
- 5
- Start Page
- 552
- End Page
- 555
- ISSN
- 2162-2337
- Abstract
- This letter presents an extended Kalman filtering algorithm for position tracking with a radio map consisting of received signal strength (RSS) observations by a single device at known positions. The proposed algorithm is based on a time-varying RSS model, introduced in this letter, to track the position of a device and the RSS variation arising from device heterogeneity and environmental changes. The superiority of the proposed algorithm over the existing algorithms is validated with simulations and a real experiment.
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Related Researcher
- Kim, Sunwoo
- COLLEGE OF ENGINEERING (SCHOOL OF ELECTRONIC ENGINEERING)