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A mixed-signal architecture for high complexity CMOS fuzzy controlers

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dc.creator Navas-González, Rafael
dc.creator Vidal Verdú, Fernando
dc.creator Rodríguez-Vázquez, Ángel
dc.date 2007-11-20T13:13:05Z
dc.date 2007-11-20T13:13:05Z
dc.date 1999
dc.date.accessioned 2017-01-31T00:58:51Z
dc.date.available 2017-01-31T00:58:51Z
dc.identifier Mathware and Soft Computing, 1999, 6 (2-3): 331-343.
dc.identifier 1134-5632
dc.identifier http://hdl.handle.net/10261/2243
dc.identifier.uri http://dspace.mediu.edu.my:8181/xmlui/handle/10261/2243
dc.description 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. This 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. An example 64-rule, 2-input, 4-bit singleton controller has been designed in a CMOS 0.7 μmm technology to demonstrate the viability of the architecture. The measured input-output delay is around 500 ns for a power consumption of 16 mW and a chip area (without pads) of 2.65 mm2.
dc.description Peer reviewed
dc.language eng
dc.publisher Universidad Politécnica de Cataluña
dc.rights openAccess
dc.subject Control difuso
dc.subject Lógica difusa
dc.subject Inteligencia artificial
dc.subject Circuitos analógicos
dc.subject Microcircuitos lógicos
dc.title A mixed-signal architecture for high complexity CMOS fuzzy controlers
dc.title Arquitectura de señal mixta para controladores difusos de CMOS de alta complejidad
dc.type Artículo


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