Ecole d'ingénieur et centre de recherche en Sciences du numérique

An alternative view of loudspeaker nonlinearities using the Hilbert-huang transform

Gudupudi, Leela K.; Chatlani, Navin; Beaugeant, Christophe; Evans, Nicholas

WASPAA 2015, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 18-21 October 2015, New Paltz, NY, USA

Nominee for Best Student Paper Award

This paper presents a new approach to nonlinear loudspeaker characterization using the Hilbert-Huang transform (HHT). Based upon the empirical mode decomposition (EMD) and the Hilbert transform, the HHT decomposes nonlinear signals into adaptive bases which reveal nonlinear effects in greater and more reliable detail than current approaches. Conventional signal decomposition techniques such as Fourier and Wavelet techniques analyse nonlinear distortion using linear transform theory. This restricts the nonlinear distortion to harmonic distortion. This work shows that real nonlinear loudspeaker distortion is more complex. HHT offers an alternate view through the cumulative effects of harmonics and intra-wave amplitude-and-frequency modulation. The work calls into question the interpretation of nonlinear distortion through harmonics and points towards a link between physical sources of nonlinearity and amplitude-and-frequency modulation. The work furthermore questions the suitability of traditional signal analysis approaches while giving weight to the use HHT analysis in future work.

Document Doi Bibtex

Titre:An alternative view of loudspeaker nonlinearities using the Hilbert-huang transform
Mots Clés:HHT, EMD, intra-wave frequency modulation, loudspeaker nonlinearities
Type:Conférence
Langue:English
Ville:New Paltz
Pays:ÉTATS-UNIS
Date:
Département:Sécurité numérique
Eurecom ref:4654
Copyright: © 2015 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @inproceedings{EURECOM+4654, doi = {http://dx.doi.org/10.1109/WASPAA.2015.7336909}, year = {2015}, title = {{A}n alternative view of loudspeaker nonlinearities using the {H}ilbert-huang transform}, author = {{G}udupudi, {L}eela {K}. and {C}hatlani, {N}avin and {B}eaugeant, {C}hristophe and {E}vans, {N}icholas}, booktitle = {{WASPAA} 2015, {IEEE} {W}orkshop on {A}pplications of {S}ignal {P}rocessing to {A}udio and {A}coustics, 18-21 {O}ctober 2015, {N}ew {P}altz, {NY}, {USA}}, address = {{N}ew {P}altz, {\'{E}}{TATS}-{UNIS}}, month = {10}, url = {http://www.eurecom.fr/publication/4654} }
Voir aussi: