Title :
Spectral and Pseudospectral Properties of Finite Difference Models Used in Audio and Room Acoustics
Author :
Botts, Jonathan ; Savioja, Lauri
Author_Institution :
Dept. of Media Technol., Aalto Univ., Espoo, Finland
Abstract :
Finite difference solutions to the wave equation are simple and flexible modeling tools for approximating physical systems in audio and room acoustics. Each model is characterized by a matrix operator and the time-stepping solution by a sequence of powers of the matrix. Spectral decomposition of representative matrices provide some practical insight into solution behavior and in some cases stability. In addition to computed eigenvalue spectra, pseudospectra provide a description of numerical amplification due to rounding errors in floating point arithmetic. The matrix analysis also shows that certain boundary implementations in non-cuboid geometries can be unstable despite satisfying conditions derived from von Neumann and normal mode analyses.
Keywords :
architectural acoustics; audio acoustics; eigenvalues and eigenfunctions; finite difference methods; audio acoustics; boundary implementations; computed eigenvalue spectra; finite difference models; finite difference solutions; floating point arithmetic; matrix analysis; matrix operator; modeling tools; noncuboid geometries; normal mode analyses; numerical amplification; physical systems; pseudospectral properties; representative matrices; room acoustics; rounding errors; solution behavior; spectral decomposition; time-stepping solution; von Neumann analyses; wave equation; Acoustics; Boundary conditions; Computational modeling; Eigenvalues and eigenfunctions; Mathematical model; Matrix decomposition; Stability analysis; Eigenvalues and eigenfunctions; finite difference; operator spectra; pseudospectra; room acoustics;
Journal_Title :
Audio, Speech, and Language Processing, IEEE/ACM Transactions on
DOI :
10.1109/TASLP.2014.2332045