2016 · 15 citations · 5 references
EngineeringElectrical EngineeringPropagationSensor FusionWireless CommunicationsChannel EstimationIndoor LocalizationMultipath PropagationRadar SystemsSignal ProcessingTracking SystemsCorrelation MatrixMimoMimo RadarMimo SystemsSignal ClassificationTarget LocalizationTracking Error AnalysisWireless Localization
This paper demonstrates the measurement results showing the effectiveness of a fast human localization and tracking method suitable for multi-path environment. In this method, a time-differential channel is calculated by taking difference among the observed channels corresponding to biological activity. The human locations are estimated by two-dimensional MUSIC (MUltiple SIgnal Classification) correlation matrix calculated from the time-differential channels. The experiments were carried out in an indoor environment, and the results show that the target locations and trajectories can be estimated by the temporal-subtracting technique. The averaged tracking error is 0.29 m in this experiment.
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3D tracking via body radio reflections
Fadel Adib, Zachary Kabelac, Dina Katabi et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2014 · 521 citations · Full text