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Constrained ica and its application to raman spectroscopy.
| Content Provider | CiteSeerX |
|---|---|
| Author | Wang, Wei Adalt, Tiilay |
| Abstract | In this paper, we present a novel detection method using constrained independent component analysis (c-ICA). We derive constrained version of the Infomax algorithm and show that a decision can be made on the existence of a certain component in a given mixture by defining a suitable measure of closeness. Simulation results are presented to demonstrate the effectiveness of the method in Raman spectroscopy for detection of surface-deposited chemical agents. |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Raman Spectroscopy Suitable Measure Surface-deposited Chemical Agent Novel Detection Method Independent Component Analysis Constrained Version Certain Component Simulation Result Infomax Algorithm |
| Content Type | Text |