Method of identifying Hammerstein models with known nonlinearity structures using particle swarm optimization

摘要

The method of identifying Hammerstein models with known nonlinearity structures using particle swarm optimization provides a computerized method utilizing a particle swarm optimization (PSO)-based scheme for the identification of nonlinear Hammerstein models with known nonlinearity structures. Particularly, this is accomplished by formulating the identification of the Hammerstein model as an optimization problem, with PSO being used in the optimization process.