Title :
Yield model characterization for analog integrated circuit using Pareto-optimal surface
Author :
Ali, Sawal ; Wilcock, Reuben ; Wilson, Peter ; Brown, Andrew
Author_Institution :
Electron. Syst. Design Group, Univ. of Southampton, Southampton
fDate :
Aug. 31 2008-Sept. 3 2008
Abstract :
A novel technique is proposed in this paper that achieves a yield optimized design from a set of optimal performance points on the Pareto front. Trade-offs among performance functions are explored through multi-objective optimization and Monte Carlo simulation is used to find the design point producing the best overall yield. One advantage of the approach presented is a reduction in the computational cost normally associated with Monte Carlo simulation. The technique offers a yield optimized robust circuit design solution with transistor level accuracy. An example using an OTA is presented to demonstrate the effectiveness of the work.
Keywords :
Monte Carlo methods; Pareto optimisation; analogue integrated circuits; circuit optimisation; integrated circuit yield; Monte Carlo simulation; Pareto front; Pareto-optimal surface; analog integrated circuit; multiobjective optimization; transistor level accuracy; yield model characterization; Algorithm design and analysis; Analog integrated circuits; CMOS technology; Circuit optimization; Circuit simulation; Computational efficiency; Computational modeling; Design optimization; Integrated circuit modeling; Integrated circuit yield;
Conference_Titel :
Electronics, Circuits and Systems, 2008. ICECS 2008. 15th IEEE International Conference on
Conference_Location :
St. Julien´s
Print_ISBN :
978-1-4244-2181-7
Electronic_ISBN :
978-1-4244-2182-4
DOI :
10.1109/ICECS.2008.4675065