N. Aldhahir et Jm. Cioffi, BLOCK TRANSMISSION OVER DISPERSIVE CHANNELS - TRANSMIT FILTER OPTIMIZATION AND REALIZATION, AND MMSE-DFE RECEIVER PERFORMANCE, IEEE transactions on information theory, 42(1), 1996, pp. 137-160
Citations number
28
Categorie Soggetti
Information Science & Library Science","Engineering, Eletrical & Electronic
Optimal transmit filters for packet-based data transmission on dispers
ive Gaussian-noise linear time-invariant channels are derived by maxim
izing the mutual information, subject to a fixed input power budget. A
quasi-stationary approximation to the optimal nonstationary input cov
ariance process is derived and shown to exhibit negligible mutual info
rmation loss from the optimal case, for situations of most practical i
nterest, Moreover, this quasi-stationary approximation results in effi
ciently computed lattice or pole-zero implementations of the transmit
filter. By considering the popular finite-impulse-response minimum-mea
n-square-error decision-feedback equalizer (FIR MMSE-DFE) as a receive
r structure, we show that transmitter optimization results in an appre
ciable improvement in the decision-point signal to-noise ratio. Finall
y, we show that, as the output blocklength becomes infinite, the optim
um finite-dimensional nonstationary input covariance process converges
to a stationary process whose power spectrum obeys the well-known wat
er-pouring distribution.