Title :
Sufficient condition for invertibility of square FIR MIMO systems
Author :
Wahls, Sander ; Boche, Holger
Author_Institution :
Lehrstuhl fur Informationstheorie und Theor. Informationstechnik, Tech. Univ. Berlin, Berlin, Germany
Abstract :
We derive a sufficient condition for a square FIR MIMO system to have a causal and stable IIR inverse. The condition requires that the spectral norm of the normalized channel impulse response (i.e., the first tap is the identity matrix) is below a certain bound. Intuitively, this means that the system has a strong first tap. This condition often is easier to check than the usual minimum-phaseness, where the roots of the systems determinant have to be computed. Simple approximations of the bound are found. Furthermore, we also give a negative result: the Wiener Filter, which approximates the inverse under low noise conditions, nevertheless always is non-causal. We apply our results to two inversion problems with causality and stability constraint. These problems arise in oversampled noise-shaping subband coding and residual interference cancellation in precoded systems, respectively.
Keywords :
FIR filters; IIR filters; MIMO communication; Wiener filters; encoding; interference suppression; transient response; IIR inverse; Wiener filter; causality constraint; channel impulse response; oversampled noise-shaping subband coding; residual interference cancellation; square FIR MIMO systems; stability constraint; Feedback loop; Filter bank; Finite impulse response filter; IIR filters; Interference constraints; MIMO; Noise cancellation; Stability; Sufficient conditions; Wiener filter; Causality; Equalizers; IIR digital filters; MIMO Systems; Stability;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495876