Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a method for the identification of multiple-input-multiple-output (MIMO) Hammerstein systems for the goal of prediction. The method extends the numerical algorithms for subspace state space system identification (N4SID), mainly by rewriting the oblique projection in the N4SID algorithm as a set of componentwise least squares support vector machines (LS-SVMs) regression problems. The linear model and static nonlinearities follow from a low-rank approximation of a matrix obtained from this regression problem.
['Ivan Goethals', 'Kristiaan Pelckmans', 'Johan A. K. Suykens', 'Bart De Moor']
I am writing a research paper on a idea Subspace identification of Hammerstein systems using least squares support vector machines
[{"from": "human", "value": "I am writing a research paper on a idea Subspace identification of Hammerstein systems using least squares support vector machines"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  presents a method for the identification of multiple-input-multiple-output (MIMO) Hammerstein systems for the goal of prediction. The method extends the numerical algorithms for subspace state space system identification (N4SID), mainly by rewriting the oblique projection in the N4SID algorithm as a set of componentwise least squares support vector machines (LS-SVMs) regression problems. The linear model and static nonlinearities follow from a low-rank approximation of a matrix obtained from this regression problem."}]