Title :
A Generalized Lattice Filter for Finite Wordlength Implementation With Reduced Number of Multipliers
Author :
Chaogeng Huang ; Lim, Yang Choon ; Gang Li
Author_Institution :
Sch. of Inf., Zhejiang Univ. of Finance & Econ., Hangzhou, China
Abstract :
The excellent finite wordlength (FWL) property of lattice digital filters is well known. The four-multiplier normalized lattice, with signal power at all delay elements normalized to unity, has particular advantage in its overflow property. However, when used to implement an Nth-order digital filter, the normalized lattice implementation requires 5N+1 multipliers. There exists another lattice structure with excellent FWL property called the injected numerator lattice structure. In this paper, we combine the injected numerator lattice and tapped numerator lattice to form a new hybrid lattice structure, which is not only canonic in the number of multipliers resulting in a significant reduction in overall implementation cost but also exhibits much better FWL properties than the normalized lattice structure. An improved “peakedness” measure is also introduced for application where the input signal has a strong time varying sinusoidal component. The new structure requires a few additional adders; it can be used to implement any causal and stable z-transform transfer function. Two numerical examples are presented to demonstrate the performance of the proposed structure.
Keywords :
digital filters; lattice filters; roundoff errors; transfer function matrices; FWL property; adders; delay elements; finite wordlength property; four-multiplier normalized lattice; hybrid lattice structure; injected numerator lattice structure; lattice digital filters; multipliers; normalized lattice implementation; nth-order digital filter; overflow property; peakedness measure; signal power; time varying sinusoidal component; z-transform transfer function; Complexity theory; Educational institutions; Information filters; Lattices; Signal processing; Transfer functions; Digital filter structures; finite wordlength; lattice filters; peakedness; signal power ratio;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2014.2306182