Title :
A multiplexed mixed-signal fuzzy architecture
Author :
Vidal-Verdu, F. ; Navas-González, Rafael ; Rodríguez-Vázquez, Angel
Author_Institution :
Malaga Univ., Spain
Abstract :
Analog circuits provide better area/power efficiency than their digital counterparts for low-medium precision requirements. This limit in precision as well as the lack of design tools when compared to the digital approach, imposes a limit of complexity, hence fuzzy analog controllers are usually oriented to fast low-power systems with low-medium complexity. The paper presents a strategy to preserve most of the advantages of an analog implementation, while allowing a notorious increment of the system complexity. Such strategy consists in implementing a reduced number of rules, those that really determine the output in a lattice controller, which we call analog core, then this core is dynamically programmed to perform the computation related to a specific rule set. The data to program the analog core are stored in a memory, and constitutes the whole knowledge base in a kind of virtual rule set. HSPICE simulations from an exemplary controller are shown to illustrate the viability of the proposal
Keywords :
CMOS integrated circuits; analogue processing circuits; analogue-digital conversion; controllers; fuzzy control; mixed analogue-digital integrated circuits; multiplexing; HSPICE simulations; complexity; fast low-power systems; fuzzy analog controllers; multiplexed mixed-signal fuzzy architecture; virtual rule set; Analog circuits; Analog computers; Computational modeling; Control systems; Delay; Fuzzy control; Fuzzy logic; Fuzzy systems; Interpolation; Lattices;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.686268