Abstract | ||
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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. |
Year | DOI | Venue |
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2010 | 10.1109/ICASSP.2010.5495876 | ICASSP |
Keywords | Field | DocType |
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,Causality,Equalizers,IIR digital filters,MIMO Systems,Stability | Wiener filter,Inverse,Mathematical optimization,Infinite impulse response,MIMO,Matrix norm,Sub-band coding,Finite impulse response,Identity matrix,Mathematics | Conference |
ISSN | Citations | PageRank |
1520-6149 | 0 | 0.34 |
References | Authors | |
4 | 2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Sander Wahls | 1 | 58 | 17.32 |
Holger Boche | 2 | 2348 | 265.41 |