function varargout = rarx(varargin) [lhs,rhs] = argn(0) // plantData = varargin(1) orderData = varargin(2) na = orderData(1);nb = orderData(2) // arranging na ,nb,nk if size(orderData,"*") == 2 then nk = 1 elseif size(orderData,'*') == 3 then nk = orderData(3) end // storing the lambda value if rhs == 3 then lambda = varargin(3) else lambda = 0.95 end nb1 = nb + nk - 1 n = max(na, nb1) // arranging the plant data if typeof(plantData) == 'constant' then Ts = 1;unitData = 'second' elseif typeof(plantData) == 'iddata' then Ts = plantData.Ts;unitData = plantData.TimeUnit plantData = [plantData.OutputData plantData.InputData] end N = size(plantData,'r') uIndex = nk:nb1 yIndex = [] if na <> 0 then yIndex = 1:na end df = N - na - nb Plast = 10^4 * (eye(na+nb,na + nb)) theta = zeros(N + 1, na + nb) yHat = plantData(:,1);yData = plantData(:,1) tempData = zeros(N,na+nb) for ii = 1:na tempData(ii+1:ii+N,ii) = -plantData(:,1) end // arranging samples of u matrix for ii = 1:nb tempData(ii+nk:ii+N+nk-1,ii+na) = plantData(:,2) end //tempData = [zeros(1,na+nb);tempData] tempData = tempData(1:N+1,:) for ii = 1:N temp = tempData(ii,:) yHat(ii) = temp*theta(ii,:)' eps_i = yData(ii)-yHat(ii) kappa_i = Plast * temp'/(lambda + temp * Plast * temp') theta(ii+1,:) = ((theta(ii,:))' + eps_i * kappa_i)' Plast = (eye(na + nb,na + nb) - kappa_i * (temp)) * Plast/lambda end theta = theta(1:N,:) yHat = yHat(1:N) varargout(1) = struct('theta',theta,'yHat',yHat) endfunction