Title :
Design and Analysis of MMSE Pilot-Aided Cyclic-Prefixed Block Transmissions for Doubly Selective Channels
Author :
Kannu, Arun P. ; Schniter, Philip
Author_Institution :
Ohio State Univ., Columbus
fDate :
3/1/2008 12:00:00 AM
Abstract :
This paper considers affine cyclic-prefixed block-based pilot-aided transmission (PAT) over the single-antenna doubly selective channel, where the channel is assumed to obey a complex-exponential basis expansion model. First, a tight lower bound on the mean-squared error (MSE) of pilot-aided channel estimates is derived, along with necessary and sufficient conditions on the pilot/data pattern that achieves this bound. From these conditions, novel minimum-MSE (MMSE) PAT schemes are proposed and upper/lower bounds on their ergodic achievable rates are derived. A pilot/data power allocation technique is also developed. A high-SNR asymptotic analysis of the ergodic achievable rate of affine MMSE-PAT is then performed which suggests that the channel´s spreading parameters should be taken into account when choosing among affine MMSE-PAT schemes. Specifically, we establish that multicarrier MMSE-PAT achieves higher rates than single-carrier MMSE-PAT when the channel´s delay-spread dominates its Doppler-spread, and vice versa.
Keywords :
Doppler effect; antennas; channel estimation; mean square error methods; wireless sensor networks; Doppler spread; channel estimation; complex-exponential basis expansion model; cyclic-prefixed block transmissions; doubly selective channels; high-SNR asymptotic analysis; mean-squared error; minimum-MSE; pilot-aided transmission; power allocation; single antenna; wireless transmission; Achievable rates; channel estimation; doubly dispersive channels; doubly selective channels; minimum mean-squared error (MMSE); noncoherent channels; optimal training; pilot symbols; pilot-assisted wireless transmissions;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.908969