Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Under the assumption that one of two given linear models is the real underlying model of the system, a proper auxiliary signal is defined as an input signal that allows the selection of the correct model. Under the assumption that model noises have bounded energy, the separability index is defined as the inverse of the energy of the proper auxiliary signal of least energy. A method for the computation of this index and the construction of the auxiliary signal is presented. Finally, an efficient procedure for online identification, called the "hyperplane test", is developed.
['Ramine Nikoukhah', 'Stephen L. Campbell', 'Kirk G. Horton', 'F. Delebecque']
I am writing a research paper on a idea Auxiliary signal design for robust multimodel identification
[{"from": "human", "value": "I am writing a research paper on a idea Auxiliary signal design for robust multimodel identification"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Under the assumption that one of two given linear models is the real underlying model of the system, a proper auxiliary signal is defined as an input signal that allows the selection of the correct model. Under the assumption that model noises have bounded energy, the separability index is defined as the inverse of the energy of the proper auxiliary signal of least energy. A method for the computation of this index and the construction of the auxiliary signal is presented. Finally, an efficient procedure for online identification, called the \"hyperplane test\", is developed."}]