Title :
Advances in bit width selection methodology
Author :
Cachera, David ; Risset, Tanguy
Author_Institution :
Irisa/ENS-Cachan, Rennes, France
Abstract :
We describe a method for the formal determination of signal bit width in fixed point VLSI implementations of signal processing algorithms containing loop nests. The main contribution of this paper is the use of results of the (max, +) algebraic theory to find the integral bit width of algorithms containing loop nests whose bound parameters are not statically known. Combined with recent results on fractional bit width determination, this can be used for 1-dimensional systolic-like arrays implementing linear signal processing algorithms. Although this technique is presented in the context of a specific high level design methodology (based on systems of affine recurrence equations), it can be used in many high level design environments.
Keywords :
VLSI; digital signal processing chips; fixed point arithmetic; high level synthesis; integrated circuit design; integrated circuit modelling; linear algebra; logic design; program control structures; systolic arrays; 1D systolic-like arrays; VLSI fixed point DSP implementations; affine recurrence equation systems; fractional bit width determination; high level design methodology; integral bit width selection methodology; linear signal processing; loop nests; max-plus algebraic theory; signal bit width formal determination methodology; signal processing algorithms; statically known bound parameters; Circuits; Computer architecture; Design methodology; Difference equations; Integral equations; Process design; Signal processing; Signal processing algorithms; Silicon; Very large scale integration;
Conference_Titel :
Application-Specific Systems, Architectures and Processors, 2002. Proceedings. The IEEE International Conference on
Print_ISBN :
0-7695-1712-9
DOI :
10.1109/ASAP.2002.1030737