Quantizer-based suboptimal detectors: Noise-enhanced performance and robustness

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5847, Issue , 2005, Pages 100-110

  Duchêne, Cédric ^a   Amblard, Pierre Olivier ^a   Zozor, Steeve ^a  

^a ENSIEG   (France)

Author keywords

Noise enhanced detection; Quantizer; Robustness

Indexed keywords

APPROXIMATION THEORY; PROBLEM SOLVING; RANDOM PROCESSES; SPURIOUS SIGNAL NOISE;

NOISE-ENHANCED DETECTION; QUANTIZERS;

DETECTORS;

EID: 28444441618     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.609355     Document Type: Conference Paper

References (15)

1. H. V. TREE, Detection, estimation and modulation theory, Vol 1, Wiley, 1968.
2. G. ORSAK and B. PARIS, "On the relationship between measures of discrimination and the performance of suboptimal detectors," IEEE Trans. on Information Theory 41, pp. 188-203, Jan. 1995.
3. J. COVER and B. THOMAS, Elements of information thheory, Wiley, 1993.
4. S. KASSAM, "Optimum quantization for signal detection," IEEE Trans, on communications 25, pp. 479-484, May 1977.
5. B. AAZHANG and H. POOR, "On optimum and nearly optimum data quantization for signal detection," IEEE Trans. on communications 32, pp. 745-751, July 1984.
6. B. PICINBONO and P. DUVAUT, "Optimum quantization for detection," IEEE Trans. on communications 36, pp. 1254-1258, Nov. 1988.
7. H. POOR and J. THOMAS, "Application of ali-silvey distance measures in the design of generalized quantizers for binary decision systems," IEEE Trans. on communications 25, pp. 893-900, Sept. 1977.
8. W. FELLER, An introduction to probability theory and its application, Vol. 1, John Wiley, 1968.
9. S. KULLBACK, Information theory and statistics, Dover, 1968.
10. M. D. WEESE and W. BIALEK, "Information flow in sensory neurons," Il Nuovo Cimento D 17, pp. 733-741, Aug. 1995.
11. A. BULSARA and A. ZADOR, "Threshold detection of wideband signals: a noise-induced maximum in the mutual information," Phys. Rev. E 54, pp. R2185-R2188, Sept. 1996.
12. N. STOCKS, "Information transmission in parallel threshold arrays: suprathreshold stochastic resonance," Phys. Rev. E 63(041114), 2001.
13. N. STOCKS and R. MANELLA, "Generic noise-enhanced coding in neuronal arrays," Phys. Rev. E 64(030902(R)), 2001.
14. A. GERSHO and R. GRAY, Vector quantization and signal compression, Kluwer Academic Publishers, 1991.
15. C. DUCHENE, S. ZOZOR, and P. O. AMBLARD, "Noise-aided suboptimal quantizer-decision systems," in proc. Physics in Signal and Image Processing, PSIP 2005, Toulouse, France, pp. 43-48, 2005.