High-speed DSP-based implementation of piecewise-affine and piecewise-quadratic fuzzy systems.
type: Item
instance of: scholarly article
title: High-speed DSP-based implementation of piecewise-affine and piecewise-quadratic fuzzy systems.
zbMATH Open document ID: 1034.94530
DOI: 10.1016/S0165-1684(00)00013-X
published in: Signal Processing
publication date: 2000-08-21T00:00:00Z
review text: The paper tackles the problem of executing high-dimensional fuzzy inferences following zeroth- and first-order Takagi-Sugeno inference models. The choice of a proper AND operator, which is compatible with all the semantic requirements for a conjunctive aggregation, results in an input-output relationship which is piecewise affine or quadratic. The proposed inference procedures exploit this to perform the computation from inputs to output in a time that does not grow exponentially with the number of inputs. Some details of the implementation of the two inference procedures on a TMS320C6201 are given along with some simulation results demonstrating the effectiveness of the piecewise approach.
Mathematics Subject Classification ID: 94A12
Mathematics Subject Classification ID: 94D05
Mathematics Subject Classification ID: 65D05
zbMATH DE Number: 1493247
zbMATH Keywords: Digital fuzzy processing
zbMATH Keywords: High-dimensional systems
zbMATH Keywords: Polynomial interpolation
author: Riccardo Rovatti
author: Cesare Fantuzzi
author: Silvio Simani
MaRDI profile type: Publication
full work available at URL: s0165-1684(00)00013-x
OpenAlex ID: W2024891387
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description: scientific article; zbMATH DE number 1493247