Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the area of combination of adaptive filters, two main approaches, namely convex and affine combinations have been introduced. In this article, the relation beten these two approaches is investigated. First, the problem of obtaining optimal convex combination coefficients is formulated as the projection of the optimal affine combination ights to the unit simplex in a ighted inner product space. Based on this formulation the closed form expressions for optimal combination ights and target MSE levels are obtained for two and three branch cases.
['Alper T. Erdogan', 'Suleyman Serdar Kozat', 'Andrew C. Singer']
I am writing a research paper on a idea Comparison of convex combination and affine combination of adaptive filters
[{"from": "human", "value": "I am writing a research paper on a idea Comparison of convex combination and affine combination of adaptive filters"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In the area of combination of adaptive filters, two main approaches, namely convex and affine combinations have been introduced. In this article, the relation beten these two approaches is investigated. First, the problem of obtaining optimal convex combination coefficients is formulated as the projection of the optimal affine combination ights to the unit simplex in a ighted inner product space. Based on this formulation the closed form expressions for optimal combination ights and target MSE levels are obtained for two and three branch cases."}]