Energy-based effective length of the impulse response of a recursive filter

Citation
Ti. Laakso et V. Valimaki, Energy-based effective length of the impulse response of a recursive filter, IEEE INSTR, 48(1), 1999, pp. 7-17
Citations number
29
Categorie Soggetti
Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN journal
00189456 → ACNP
Volume
48
Issue
1
Year of publication
1999
Pages
7 - 17
Database
ISI
SICI code
0018-9456(199902)48:1<7:EELOTI>2.0.ZU;2-S
Abstract
A measure for the effective length of the impulse response of a stable recu rsive digital filter based on accumulated energy is proposed. The new measu re finds applications in several fields of digital signal processing, inclu ding estimation of the extent of attack transients for filters with dynamic ally varying inputs, elimination of transients in variable recursive filter s, and design and implementation of linear-phase IIR systems. A general def inition and a simple algorithm to evaluate it are introduced, and closed-fo rm 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 th e 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 filte rs.