N. Martin et al., A CAPONS TIME-OCTAVE REPRESENTATION APPLICATION IN ROOM ACOUSTICS, IEEE transactions on signal processing, 43(8), 1995, pp. 1842-1854
In time-frequency analysis, Capon's estimator has proven its efficienc
y in precise applications, In a context where a time-octave representa
tion is also necessary, we propose a new method combining both Capon's
estimator and a time-octave representation, Our main objective is to
obtain legibility in the time frequency plane using a variable frequen
cy resolution with a fixed time resolution, This fixed time resolution
is possible owing to the good resolution properties of Capon's estima
tor compared to the Fourier transform, This choice leads to a particul
ar repartition of basic cells in the time-frequency plane that seems m
ore adapted to a physical interpretation in the application presented,
Nevertheless, a parallel with the wavelet transform is displayed: the
constructed wavelet is adapted to the signal at each octave or at eac
h fraction of octave. The proposed method is presented both in continu
ous and discrete formulations. Its structure is studied and a simplifi
cation is proposed when precise hypotheses are verified, Simulations a
nd comparisons with classical representations (spectrogram, scalogram)
are discussed, The contribution of each method, essentially in the du
ality of time-frequency and time-scale, are shown up in relation to th
e analyzed signal. Lastly, the proposed method and classical ones are
applied on real signals issued from room acoustics where the aim is th
e time-frequency characterization of concert halls from impulse respon
ses.