Search results for "RF-Location"

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RF-Based Location Using Interpolation Functions to Reduce Fingerprint Mapping

2015

Indoor RF-based localization using fingerprint mapping requires an initial training step, which represents a time consuming process. This location methodology needs a database conformed with RSSI (Radio Signal Strength Indicator) measures from the communication transceivers taken at specific locations within the localization area. But, the real world localization environment is dynamic and it is necessary to rebuild the fingerprint database when some environmental changes are made. This paper explores the use of different interpolation functions to complete the fingerprint mapping needed to achieve the sought accuracy, thereby reducing the effort in the training step. Also, different distri…

Engineering802.15.4 networkscomputer.software_genrelcsh:Chemical technologyBiochemistryArticleAnalytical ChemistryRF-Locationlcsh:TP1-1185Electrical and Electronic Engineeringfinger-printingInstrumentationbusiness.industryFingerprint (computing)Process (computing)Pattern recognitionRadio signal strengthAtomic and Molecular Physics and OpticsinterpolationInitial trainingFingerprint databaseData miningArtificial intelligenceTransceiverbusinesscomputerInterpolationSensors
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