Generalized matched subspace filter for nonindependent noise based on ICA

IEEE Transactions on Signal Processing

Volumn 59, Issue 7, 2011, Pages 3430-3434

  Moragues, J ^a   Vergara, L ^a   Gosalbez J ^a  

^a ITEAM RESEARCH INSTITUTE   (Spain)

Author keywords

Independent component analysis (ICA); matched subspace filter; non Gaussian noise; Rao test

Indexed keywords

GENERALIZED SOLUTION; MATCHED SUBSPACE FILTER; MATCHED SUBSPACE FILTERS; NON-GAUSSIAN; NON-GAUSSIAN NOISE; RAO TEST; RECEIVER OPERATING CHARACTERISTIC CURVES;

GAUSSIAN NOISE (ELECTRONIC); LINEAR TRANSFORMATIONS; MATCHED FILTERS;

INDEPENDENT COMPONENT ANALYSIS;

EID: 79959238528     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2011.2141668     Document Type: Article

References (10)

1. L. L. Scharf, Statistical Signal Processing: Detection, Estimation, and Time Series Analysis. Reading, MA: Addison-Wesley, 1991.
2. L. L. Scharf and B. Friedlander, "Matched subspace detectors," IEEE Trans. Signal Process., vol. 42, no. 8, pp. 2146-2157, 1994.
3. M. N. Desai and R. S. Mangoubi, "Robust Gaussian and non-Gaussian matched subspace detection," IEEE Trans. Signal Process., vol. 51, no. 12, pp. 3115-3127, Dec. 2003.
4. S. M. Kay, Fundamentals of Statistical Signal Processing: Detection Theory, 1st ed. Englewood Cliffs, NJ: Prentice-Hall, 1998.
5. A. De Maio and S. Iommelli, "Coincidence of the Rao test, Wald test, and GLRT in partially homogeneous environment," IEEE Signal Process. Lett., vol. 15, no. 1, pp. 385-388, 2008.
6. A. De Maio, S. M. Kay, and A. Farina, "On the invariance, coincidence, and statistical equivalence of the GLRT, Rao test, and Wald test," IEEE Trans. Signal Process., vol. 58, no. 4, pp. 1967-1979, Apr. 2010.
7. T.-W. Lee, Independent Component Analysis: Theory and Applications, 1st ed. Norwell, MA: Kluwer, 1998.
8. A. Hyvrinen, "Independent component analysis: Algorithms and applications," Neural Netw., vol. 13, no. 4-5, pp. 411-430, 2000.
9. J. Moragues, L. Vergara, J. Gosálbez, and I. Bosch, "An extended energy detector for non-Gaussian and non-independent noise," Signal Process., vol. 89, no. 4, p. 656, 2009.
10. D. W. Scott and S. R. Sain, "Multidimensional density estimation," in Handbook of Statistics, C. R. Rao and E. J. Wegman, Eds. Amsterdam, The Netherlands: Elsevier, 2004, vol. 23, Data Mining and Computational Statistics, pp. 229-263.