Title :
Introduction to vector sampling expansion
Author :
Seidner, Daniel ; Feder, Meir ; Cubanski, David ; Blackstock, Steve
Author_Institution :
Dept. of Electr. Eng. Syst., Tel Aviv Univ., Israel
fDate :
5/1/1998 12:00:00 AM
Abstract :
This work extends Papoulis´ (1977) general sampling expansion to the vector case where N band-limited signals are passed through a multi-input multi-output (MIMO) linear time invariant (LTI) system that generates M (M/spl ges/N) output signals. We find necessary and sufficient conditions for reconstructing the N input signals from the samples of the M output signals, all sampled at N/M the Nyquist rate. A surprising necessary condition is that M/N must be an integer. This condition is no longer necessary when each of the output signals can be sampled at a different rate.
Keywords :
MIMO systems; signal reconstruction; signal sampling; vectors; MIMO; band-limited signals; general sampling expansion; input signals; linear time invariant system; multi-input multi-output LTI system; necessary condition; output signals; reconstruction; sufficient condition; vector sampling expansion; Band pass filters; Bandwidth; Fourier transforms; MIMO; Multidimensional systems; Sampling methods; Signal generators; Signal sampling; Sufficient conditions; Transfer functions;
Journal_Title :
Signal Processing Letters, IEEE