Efficient computation of nonlinear filter networks with delay-free loops and applications to physically-based sound models

The paper presents a general procedure for the computation of filter networks made of linear filters and nonlinear non-algebraic (dynamic) elements. The method is developed in the Kirchhoff domain and applies to cases where the network contains an arbitrary number of delay-free paths that involve nonlinear elements. Compared to existing techniques the method does not require a rearrangement of the network structure, instead it subdivides the network into computational substructures specified by appropriate matrices related to the network topology. Sufficient conditions are discussed for the applicability of the method, and results are provided that relate performance of the method to the properties of the nonlinear elements and to the network topology. The last part of the paper discusses applications of the method to the simulation of acoustic systems, including multidimensional wave propagation by means of waveguide-mesh techniques.

[1]  Davide Rocchesso,et al.  Physical modeling of membranes for percussion instruments , 1998 .

[2]  Federico Fontana Computation of linear filter networks containing delay-free loops, with an application to the waveguide mesh , 2003, IEEE Trans. Speech Audio Process..

[3]  Matti Karjalainen,et al.  Modeling of tension modulation nonlinearity in plucked strings , 2000, IEEE Trans. Speech Audio Process..

[4]  Davide Rocchesso,et al.  Elimination of delay-free loops in discrete-time models of nonlinear acoustic systems , 2000, IEEE Trans. Speech Audio Process..

[5]  Sanjit K. Mitra,et al.  Digital Signal Processing: A Computer-Based Approach , 1997 .

[6]  Aki Härmä Implementation of frequency-warped recursive filters , 2000, Signal Process..

[7]  R. W. Dickey In nite systems of nonlinear os-cillation equations with linear damping , 1970 .

[8]  Davide Rocchesso,et al.  Low-level sound models: resonators, interactions, surface textures , 2003 .

[9]  Julius O. Smith,et al.  Physical Modeling with the 2-D Digital Waveguide Mesh , 1993, ICMC.

[10]  Unto K. Laine,et al.  Frequency-warped signal processing for audio applications , 2000 .

[11]  Federico Avanzini,et al.  Chapter 8 Low-level models : resonators , interactions , surface textures , .

[12]  Davide Rocchesso,et al.  Efficiency, accuracy, and stability issues in discrete-time simulations of single reed wind instruments. , 2002, The Journal of the Acoustical Society of America.

[13]  F. Fontana,et al.  A digital bandpass/bandstop complementary equalization filter with independent tuning characteristics , 2003, IEEE Signal Processing Letters.

[14]  Vesa Välimäki,et al.  Reduction of the dispersion error in the triangular digital waveguide mesh using frequency warping , 1999, IEEE Signal Processing Letters.

[15]  Stefan Bilbao,et al.  MODAL-TYPE SYNTHESIS TECHNIQUES FOR NONLINEAR STRINGS WITH AN ENERGY CONSERVATION PROPERTY , 2004 .