|  | 
Improved Loudspeaker-Room Equalization using Multiple 
Loudspeakers and MIMO Feedforward Control.
Lars-Johan Brännmark,
Adrian Bahne
, 
and
Anders Ahlén
 
IEEE International Conference on Acoustics, 
Speech and Signal Processing, ICASSP 2012,
Kyoto, Japan, 25-30 March 2012, pp. 237-240.
DOI:
10.1109/ICASSP.2012.6287861
 © 2012 IEEE
 
 
 
  
Abstract:
In this paper, a new multichannel approach to robust 
loudspeaker-room equalization is presented. Traditionally, 
the equalization (or room correction) problem has been 
treated mostly by single-channel methods, with loudspeaker 
signals being prefiltered individually by separate scalar 
filters. 
Single-channel methods can generally improve the average 
spectral flatness of the acoustic transfer functions in a 
listening region, but the variability of the transfer 
functions within the region cannot be affected. 
Most modern audio reproduction systems, however, 
contain two or more loudspeakers, and in this paper 
we aim at improving the equalization performance by 
using all available loudspeakers jointly. 
 
To this end we propose a general MIMO formulation of the 
problem, which is a multichannel generalization of an 
earlier single-channel approach by the authors. 
The new approach is found to reduce the average reproduction 
error and the spatial variability of the acoustic transfer 
functions. 
 
Moreover, pre-ringing artifacts are avoided, and the 
reproduction error below 1000 Hz is significantly reduced 
with an amount that scales with the number of loudspeakers used.
Related publications:
PhD Thesis 
by Adrian Bahne
 Later, more extensive,
Paper in IEEE TASLP 2013 
on compensation of loudspeaker-room responses in a 
robust MIMO control framework.
 
Paper in IEEE SP 2013 
on symmetric loudspeaker-room equalization
utilizing a pairwise channel similarity criterion.
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