Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a novel similarity measure, called the correntropy coefficient, sensitive to higher order moments of the signal statistics based on a similarity function called the cross-correntopy. Cross-correntropy nonlinearly maps the original time series into a high-dimensional reproducing kernel Hilbert space (RKHS). The correntropy coefficient computes the cosine of the angle beten the transformed vectors. Preliminary experiments with simulated data and multichannel electroencephalogram (EEG) signals during behaviour studies elucidate the performance of the new measure versus the ll-established correlation coefficient.
['Jian-Wu Xu', 'Hovagim Bakardjian', 'Andrzej Cichocki', 'Jose C. Principe']
I am writing a research paper on a idea A new nonlinear similarity measure for multichannel signals
[{"from": "human", "value": "I am writing a research paper on a idea A new nonlinear similarity measure for multichannel signals"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a novel similarity measure, called the correntropy coefficient, sensitive to higher order moments of the signal statistics based on a similarity function called the cross-correntopy. Cross-correntropy nonlinearly maps the original time series into a high-dimensional reproducing kernel Hilbert space (RKHS). The correntropy coefficient computes the cosine of the angle beten the transformed vectors. Preliminary experiments with simulated data and multichannel electroencephalogram (EEG) signals during behaviour studies elucidate the performance of the new measure versus the ll-established correlation coefficient."}]