Interpolation of signals with missing data using Principal Component Analysis

Multidimensional Systems and Signal Processing

Volumn 21, Issue 1, 2010, Pages 25-43

  Oliveira, P ^a   Gomes, L ^a  

^a INSTITUTO SUPERIOR TÉCNICO   (Portugal)

Author keywords

Missing data; Non bandlimited signals; Principal Component Analysis; Signal reconstruction

Indexed keywords

BAND-LIMITED SIGNAL; COVARIANCE ESTIMATION; FACTORIZATION METHODS; IMAGE SIGNAL; INTERPOLATION ERROR; INTERPOLATION OF SIGNALS; LEAST MEAN SQUARES; MEAN SQUARE; MINIMIZATION PROBLEMS; MISSING DATA; MONTE CARLO EXPERIMENTS; MULTIDIMENSIONAL SIGNALS; NON BANDLIMITED SIGNALS; NON-ITERATIVE; OPTIMAL ESTIMATOR; OPTIMAL SOLUTIONS; PERFORMANCE ASSESSMENT; PRINCIPAL COMPONENTS; TIKHONOV REGULARIZATION METHOD; TOULOUSE , FRANCE; UPPER AND LOWER BOUNDS;

INTERPOLATION; MONTE CARLO METHODS; OPTIMIZATION; SIGNAL ANALYSIS; SIGNAL PROCESSING; SIGNAL RECONSTRUCTION;

PRINCIPAL COMPONENT ANALYSIS;

EID: 77951252408     PISSN: 09236082     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11045-009-0086-3     Document Type: Article

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