2009 · 21 citations · 9 references
EngineeringElectrical EngineeringAnalog ElectronicsInformation TheoryWireless CommunicationsChannel EstimationDigital Signal ProcessingKalman FilteringState EstimationTracking SystemsWireless Channel ModelingComplexityKalman Filter TrackingNoise CompensationPhase Noise CompensationUnscented Kalman FilterUnscented Kalman FilteringWireless Data TransmissionWireless Transmission
Phase Noise (PN) is a serious challenge in wireless transmission systems as it can cause significant degradation of the system performance. Recent publications propose iterative PN compensation algorithms for single or multicarrier systems. In this paper we will present an unscented Kalman filter PN tracking algorithm working in time domain, which is independent of the underlying system. Furthermore, we propose a reduced complexity tracking algorithm, where we perform an interpolation between the estimated PN samples. Simulation results for an OFDM setup show that by using this technique the system performance can be improved significantly.
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Unscented Filtering and Nonlinear Estimation
Simon Julier, Jeffrey Uhlmann · Proceedings of the IEEE · 2004 · 6.5K citations
Computing, Data Science, Forecasting +14
The unscented Kalman filter for nonlinear estimation
Eric A. Wan, Rudolph van der Merwe · 2002 · 3.9K citations
Alper Demir, Amit Mehrotra, Jaijeet Roychowdhury · 1998 · 112 citations · Full text