Title :
Frequency Offset and Channel Estimation in Cooperative Relay Networks
Author :
Kim, Kyeong Jin ; Iltis, Ronald A. ; Poor, H. Vincent
Author_Institution :
UWB Wireless Commun. Res. Center, Inha Univ., Incheon, South Korea
Abstract :
A new joint frequency offset and channel estimator for cooperative relay networks operating over time-varying multipath channels based on Gauss-Hermite integration (GHI) and approximate Rao-Blackwellization (GHI-ARB) is proposed. The resulting algorithm incorporates parallel Schmidt-Kalman filters (SKFs) to separate all interfering links at the destination receiver. In each SKF, Rao-Blackwellization is conditioned on a GHI integration point. Using the Rao-Blackwellization for the frequency offset in the Gauss-Hermite filter (GHF), a joint channel and frequency offset can be efficiently estimated by the proposed GHI-approximate Rao-Blackwellization-based SKF (GHI-ARB-SKF) in the relay network. Simulation results show the superiority of the proposed GHI-ARB-SKF over a Rao-Blackwellized unscented-Kalman-filter (GHI-ARB-UKF)-based approach.
Keywords :
Kalman filters; channel estimation; cooperative communication; multipath channels; Gauss-Hermite filter; Gauss-Hermite integration; approximate Rao-Blackwellization; channel estimation; cooperative relay networks; destination receiver; frequency offset estimation; parallel Schmidt-Kalman filters; time-varying multipath channels; Channel estimation; Estimation; Frequency estimation; Joints; OFDM; Relays; Time frequency analysis; Adaptive decode-and-forward (ADF) relay protocol; Gauss–Hermite filter (GHF); Gauss–Hermite integration (GHI); approximate Rao-Blackwellization (ARB); joint channel and frequency offset estimation; parallel Schmidt–Kalman filters (SKFs); relay networks;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2011.2160465