In an efficient digital simulation, lumped loss factors of the form are approximated by a rational frequency response . In general, the coefficients of the optimal rational loss filter are obtained by minimizing with respect to the filter coefficients or the poles and zeros of the filter. To avoid introducing frequency-dependent delay, the loss filter should be a zero-phase, finite-impulse-response (FIR) filter . Restriction to zero phase requires the impulse response to be finite in length (i.e., an FIR filter) and it must be symmetric about time zero, i.e., . In most implementations, the zero-phase FIR filter can be converted into a causal, linear phase filter by reducing an adjacent delay line by half of the impulse-response duration.
Lossy Finite Difference Recursion
Well Posed PDEs for Modeling Damped Strings