Reliable modulo systolic arrays for DSP algorithms
Magdy Bayoumi · 2003
The algebraic and structural properties of a residue number system (RNS) to optimize the design of DSP (digital signal processing) systolic arrays is discussed. RNS establishes parallelism on the algorithmic level by decomposing the original computational field into a set of finite fields, in which arithmetic operations are performed independently for each field. The impact of the moduli size on the structural choices is analyzed. Three different structures, namely, word-parallel, bit-parallel, and bit-serial, are presented. Redundant RNS has fault tolerance capabilities. An efficient fault-detection technique is developed as an alternative to the standard procedure based on a mixed radix algorithm. A finite-impulse-response (FIR) filter algorithm is used as a case study.>