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The problem of identifying informative sensors that acquire measurements about multiple sources and clustering them according to their source content is considered. Toward this end, a novel canonical correlation analysis (CCA) framework equipped with sparsity-inducing norm-one regularization is introduced to identify correlated sensor measurements and identify informative groups of sensors. It is...
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