Title :
Energy-based effective length of the impulse response of a recursive filter
Author :
Laakso, Timo I. ; Välimäki, Vesa
Author_Institution :
Lab. of Telecommun. Technol., Helsinki Univ. of Technol., Espoo, Finland
fDate :
2/1/1999 12:00:00 AM
Abstract :
A measure for the effective length of the impulse response of a stable recursive digital filter based on accumulated energy is proposed. The new measure finds applications in several fields of digital signal processing, including estimation of the extent of attack transients for filters with dynamically varying inputs, elimination of transients in variable recursive filters, and design and implementation of linear-phase IIR systems. A general definition and a simple algorithm to evaluate it are introduced, and closed-form expressions are derived for first and second-order all-pole filters. The effect of zeros on the effective length is analyzed. An upper bound for the effective length of higher-order filters is derived using results for low-order filters, which is illustrated for classical digital lowpass filters. The use of the measure is demonstrated with examples of implementation of linear-phase IIR systems and estimation of transients in variable IIR filters
Keywords :
IIR filters; network analysis; recursive filters; signal processing; transfer functions; transient response; transients; waveform analysis; accumulated energy; algorithm; closed-form expressions; digital lowpass filters; digital signal processing; dynamically varying inputs; first-order all-pole filters; impulse response; linear-phase IIR systems; recursive filter; second-order all-pole filters; transients; variable IIR filters; variable recursive filters; waveform analysis; Closed-form solution; Digital filters; Digital signal processing; Energy measurement; IIR filters; Length measurement; Recursive estimation; Signal design; Signal processing algorithms; Upper bound;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on