Least mean squared error-design of complex FIR filters with quantized coefficients

Authors
Citation
G. Evangelista, Least mean squared error-design of complex FIR filters with quantized coefficients, IEEE CIR-II, 48(8), 2001, pp. 778-784
Citations number
24
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING
ISSN journal
10577130 → ACNP
Volume
48
Issue
8
Year of publication
2001
Pages
778 - 784
Database
ISI
SICI code
1057-7130(200108)48:8<778:LMSEOC>2.0.ZU;2-U
Abstract
The design of complex finite-impulse response filters with quantized coeffi cients according to a discrete mean squared error (MSE) criterion in the fr equency domain is revisited. In the first approach, the coefficients are qu antized step-by-step by recursively solving a system of linear equations. T he second approach is a generalized form of the first one: The MSE is repea tedly minimized considering a growing number of fixed, quantized coefficien ts. The first approach requires the same computational burden as the design of unquantized coefficients, in contrast to the second where the higher fl exibility is paid with a higher expenditure. For a considerable number of t est cases the first approach and one variant of the second achieves a small er MSE than the direct quantization method.