Title :
Automatic synthesis of analog and mixed-signal fuzzy controllers with emphasis in power consumption
Author :
Carvajal, R.G. ; Torralba, A. ; Millán, R. ; Franquelo, L.G.
Author_Institution :
Escuela Superior de Ingenieros, Seville, Spain
Abstract :
In this paper, a silicon compiler for analog fuzzy controllers is presented. Starting from a set of user specifications, such as number of inputs, outputs and rules, and static power consumption, the architecture of the controller is selected, and a netlist of basic building blocks is produced. These blocks have been designed and laid out for a 0.8 micron CMOS technology. The resulting controller can be simulated using SPICE and laid out using standard cell tools. The MIN-PROD rule of composition has been selected for the inference process. An innovative method for limiting power consumption has been devised for this kind of fuzzy controllers. For this purpose, the winner-take-all circuit which implements the MIN operator, periodically deactivates its loosing inputs. For non-fast varying input signals, considerable power saving can be achieved
Keywords :
CMOS analogue integrated circuits; CMOS integrated circuits; analogue processing circuits; circuit CAD; circuit layout CAD; fuzzy control; integrated circuit design; mixed analogue-digital integrated circuits; 0.8 micron; CMOS technology; MIN operator; MIN-PROD rule; SPICE; WTA circuit; analog fuzzy controllers; automatic synthesis; composition; inference process; mixed-signal fuzzy controllers; power consumption; silicon compiler; standard cell tools; winner-take-all circuit; Automatic control; CMOS technology; Circuits; Electrical equipment industry; Energy consumption; Fuzzy control; Fuzzy sets; Industrial control; Robotics and automation; Silicon compiler;
Conference_Titel :
Circuits and Systems, 1999. ISCAS '99. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-5471-0
DOI :
10.1109/ISCAS.1999.777636