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Computational Complexity

The DW model is more efficient in one dimension because it can make use of delay lines to obtain an $ {\cal O}(1)$ computation per time sample [25], whereas the FDTD scheme is $ {\cal O}(M)$ per sample ($ M$ being the number of spatial samples along the string). There is apparently no known way to achieve $ {\cal O}(1)$ complexity for the FDTD scheme. In higher dimensions, i.e., when simulating membranes and volumes, the delay-line advantage disappears, and the FDTD scheme has the lower operation count (and memory storage requirements).


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Download wgfdtd.pdf

``On the Equivalence of the Digital Waveguide and Finite Difference Time Domain Schemes'', by Julius O. Smith III, version published at http://arXiv.org/abs/physics/0407032 (in PDF and PostScript formats only).
Copyright © 2005-12-28 by Julius O. Smith III
Center for Computer Research in Music and Acoustics (CCRMA),   Stanford University
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