Title :
Parameter extraction for PSP MOSFET model using particle swarm optimization
Author :
Thakker, R.A. ; Gandhi, Nikunj ; Patil, M.B. ; Anil, K.G.
Author_Institution :
Indian Inst. of Sci. Mumbai, Mumbai
Abstract :
This paper demonstrates the application of particle swarm optimization (PSO) for parameter extraction of MOSFET model for the first time. Parameters are extracted for PSP MOS model for 65 nm technology NMOS devices. It has been shown that the performance of the PSO algorithm is better than the genetic algorithm (GA) in terms of accuracy and consistency.
Keywords :
MOSFET; particle swarm optimisation; NMOS devices; PSP MOSFET model; parameter extraction; particle swarm optimization; Algorithm design and analysis; Circuit testing; Evolutionary computation; Genetic algorithms; MOS devices; MOSFET circuits; Parameter extraction; Particle swarm optimization; Partitioning algorithms; Space exploration; MOSFET parameter extraction; Particle swarm optimization;
Conference_Titel :
Physics of Semiconductor Devices, 2007. IWPSD 2007. International Workshop on
Conference_Location :
Mumbai
Print_ISBN :
978-1-4244-1728-5
Electronic_ISBN :
978-1-4244-1728-5
DOI :
10.1109/IWPSD.2007.4472470
