: Re: Which sections to cover for my graduation thesis on BSS? I'm not sure if I'm on right place to ask a simple suggestion, so please be kind and don't downvote my question. I'm not asking someone

@Ravi5107385

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Consider the following:

Introduction to BSS
Definition of Independence of signals
Independence and correlation
Methods of BSS

PCA and other prewhitening methods

centering
whitening

ICA based methods for BSS
SVD as a method for BSS
Information maximization approach
Matrix Factorization
Other Methods

The above is not based on any expertise on the subject. However, the general suggestion is to separate the methods section into two components: give individual sub-heading (level 2) weightage to methods that are important and frequently used for BSS (for example, ICA, and PCA). Once you are done covering the major techniques, include a sub-heading (level 2) like "Other Methods" wherein you can cover (briefly, based on the number of pages and the importance of each of these sub-sub-headings) topics like Dependent Component Analysis, and so on (level 3).

Consider looking at this and this which have a ranking of algorithms used for BSS according to the number of citations received. This should help you in separating important and newer algorithms (to be taken under level 2) vs. the older and obsolete ones (level 3; under the Other Methods section).

I hope this helps (though I guess it is a little too late).

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