Charles C. Cavalcante

Independent Vector Analysis Using Semi-Parametric Density Estimation via Multivariate Entropy Maximization

Due to the wide use of multi-sensor technology, analysis of multiple sets of data is at the heart of many challenging engineering problems. Independent vector analysis (IVA), a recent generalization of independent component analysis (ICA), enables the joint analysis of datasets and extraction of lat…