Can I do Independent component analysis with just one row of data which is a mixture of two source signals?
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Hello
I have a signal with just one row but it is a combination of two source signals. I intend to use some machine learning technique to separate those signals. I came across the ICA analysis but I think it uses a data matrix. Is there any way to use ICA or what other technique would be best.
I also think there is going to be a problem trying to validate the source signals when they are separated. In that case, I have the independent source signals available. How can I make use of that?
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Ashish Aggarwal
on 14 Apr 2022
I am also doing work in same domain.
Did you find any solution for this problem?
Answers (1)
Prachi Kulkarni
on 19 Oct 2021
Hi,
Please refer to the following resource about performing independent component analysis.
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