Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   study two fourth-order cumulant-based techniques for the estimation of the mixing matrix in underdetermined independent component analysis. The first method is based on a simultaneous matrix diagonalization. The second is based on a simultaneous off-diagonalization. The number of sources that can be allod is roughly quadratic in the number of observations. For both methods, explicit expressions for the maximum number of sources are given. Simulations illustrate the performance of the techniques
['L. De Lathauwer', 'Joséphine Castaing', 'J.-F. Cardoso']
I am writing a research paper on a idea Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures
[{"from": "human", "value": "I am writing a research paper on a idea Fourth-Order Cumulant-Based Blind Identification of Underdetermined Mixtures"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   study two fourth-order cumulant-based techniques for the estimation of the mixing matrix in underdetermined independent component analysis. The first method is based on a simultaneous matrix diagonalization. The second is based on a simultaneous off-diagonalization. The number of sources that can be allod is roughly quadratic in the number of observations. For both methods, explicit expressions for the maximum number of sources are given. Simulations illustrate the performance of the techniques"}]