#' @export sim <- function(model,input) UseMethod("sim") #' @export sim.default <- function(model,input){ return(NULL) } #' @export sim.arx <- function(model,input,sigma=0){ na <- length(model$A) - 1; nk <- model$ioDelay; nb <- length(model$B) - nk; nb1 <- nb+nk n <- max(na,nb1) coef <- matrix(c(model$A[-1],model$B),nrow=na+nb1) y <- rep(0,length(input)+n) u <- c(rep(0,n),input) # padLeftZeros <- function(x) c(rep(0,n),x) # u <- apply(input,2,padLeftZeros) for(i in n+1:length(input)){ reg <- matrix(c(-(y[i-1:na]),u[i-nk:nb1]),ncol=na+nb1) y[i] <- reg%*%coef + rnorm(1,sd = sigma) } return(y[n+1:length(input)]) }