Title :
Some novel multirate architectures for filter realization with reduced multiplicative complexity
Author :
Gadre, Vikram M. ; Patney, R.K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Delhi, India
fDate :
9/1/1994 12:00:00 AM
Abstract :
Presents some novel multirate architectures based on multirate subsystems in feedback configuration for the realization of recursive (AR) filters with reduced multiplicative complexity. Included in this are composite architectures in which there are multiple multirate subsystems with different multirate factors. This can be extended to ARMA transfer functions in which multirate subsystems occur both in feedback and feedforward configuration. The tradeoffs between additive and multiplicative complexity in such architectures are discussed. A summary of results on the effects of coefficient perturbations in such architectures due to finite word length is presented. For exact analysis of such perturbed composite multirate systems, it is shown that these systems can be equivalently represented by a MIMO multirate system
Keywords :
computational complexity; digital filters; stochastic processes; time series; transfer functions; ARMA transfer functions; MIMO multirate system; additive complexity; coefficient perturbations; composite architectures; feedback configuration; feedforward configuration; filter realization; finite word length; multiplicative complexity; multirate architectures; multirate subsystems; recursive filters; Added delay; Convolution; Feedback; Filtering algorithms; Finite impulse response filter; Hardware; IIR filters; MIMO; Transfer functions;
Journal_Title :
Signal Processing, IEEE Transactions on