A New Method for Identification of Nonlinear Systems Using MISO Model with Swept-Sine Technique: Application to Loudspeaker Analysis

Kadlec F, Lotton P, Novak A, Simon L. A New Method for Identification of Nonlinear Systems Using MISO Model with Swept-Sine Technique: Application to Loudspeaker Analysis. In: AES Convention 124. Audio Engineering Society; 2008. Paper 7441. Available from: https://aes.org/publications/elibrary-page/?id=14571

@inproceedings{Kadlec2008_14571,
  author = {Kadlec, Frantisek and Lotton, Pierrick and Novak, Antonin and Simon, Laurent},
  title = {{A New Method for Identification of Nonlinear Systems Using MISO Model with Swept-Sine Technique: Application to Loudspeaker Analysis}},
  booktitle = {AES Convention 124},
  note = {Paper 7441},
  year = {2008},
  month = may,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=14571}
}

TY  - CPAPER
TI  - A New Method for Identification of Nonlinear Systems Using MISO Model with Swept-Sine Technique: Application to Loudspeaker Analysis
AU  - Kadlec, Frantisek
AU  - Lotton, Pierrick
AU  - Novak, Antonin
AU  - Simon, Laurent
T2  - AES Convention 124
M1  - Paper 7441
PY  - 2008
DA  - 2008/05/06
UR  - https://aes.org/publications/elibrary-page/?id=14571
PB  - Audio Engineering Society
LA  - en
AB  - This work presents a Multiple Input Single Output (MISO) nonlinear model in combination with sine-sweep signals as a method for nonlinear system identification. The method is used for identification of loudspeaker nonlinearities and can be applied to nonlinearities of any audio components. It extends the method based on nonlinear convolution presented by Farina, providing a nonlinear model that allows to simulate the identified nonlinear system. The MISO model consists of a parallel combination of nonlinear branches containing linear filters and memory-less power-law distortion functions. Once the harmonic distortion components are identified by the method of Farina, the linear filters of the MISO model can be derived. The practical application of the method is demonstrated on a loudspeaker.
ER  -