Talks and Poster Presentations (with Proceedings-Entry):
G. Kail, K. Witrisal, F. Hlawatsch:
"Direction-Resolved Estimation of Multipath Parameters for UWB Channels: A Partially Collapsed Gibbs Sampler Method";
Poster: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011),
- 05-27-2011; in: "IEEE International Conference on Acoustics, Speech and Signal Processing, 2011. ICASSP 2011.",
We propose a Monte Carlo method for determining the parameters of multipath components (MPCs) for ultra-wideband channels. A partially collapsed Gibbs sampler is used for jointly estimating the number, times-of-arrival, angles-of-arrival, and amplitudes of the MPCs as well as the sounding pulse from signals received by a 2D antenna array. Our system model accounts for propagation delays between the receive antennas. Temporal-angular sparsity of the detected MPCs is ensured by a 2D minimum distance constraint. Numerical results for synthetic and real signals demonstrate the excellent performance and fast convergence of our method.
ultra-wideband channel, channel estimation, multipath component, partially collapsed Gibbs sampler
Electronic version of the publication:
Created from the Publication Database of the Vienna University of Technology.