Improving nonparametric detectors via stochastic resonance

2006 IEEE Conference on Information Sciences and Systems, CISS 2006 - Proceedings

Volumn , Issue , 2006, Pages 56-61

  Hao, Chen ^a   Varshney, Pramod K ^a   Kay, Steven ^b   Michels, James H ^c  

^a SYRACUSE UNIVERSITY   (United States)

^b The University of Rhode Island   (United States)

^c JHM Technologies   (United States)

Author keywords

Hypothesis testing; Nonparametric detection; Stochastic resonance

Indexed keywords

ASYMPTOTIC ANALYSIS; DETECTORS; PHASE NOISE; PROBLEM SOLVING; RESONANCE; STOCHASTIC CONTROL SYSTEMS;

HYPOTHESIS TESTING; NONPARAMETRIC DETECTION; STOCHASTIC RESONANCE;

PARAMETRIC DEVICES;

EID: 44049103620     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2006.286430     Document Type: Conference Paper

References (10)

1. R. Benzi, A. Sutera, and A. Vulpiani, "The mechanism of stochastic resonance," Journal of Physics A: Mathematical and General, vol. 14, pp. L453 -L457, 1981.
2. L. Gammaitoni, R Hänggi, R Jung, and F. Marchesoni, "Stochastic resonance," Rev. Mod. Phys., vol. 70, no. 1, pp. 223-287, Jan. 1998.
3. F. Chapeau-Blondeau, "Periodic and aperiodic stochastic resonance with output signal-to-noise ratio exceeding that at the input," International Journal of Bifurcation and Chaos, vol. 9, pp. 267-272, 1999.
4. A. Asdi and A. Tewfik, "Detection of weak signals using adaptive stochastic resonance," in International Conference on Acoustics, Speech, and Signal Processing, ( ICASSP 95), vol. 2, May 1995, pp. 1332-1335.
5. S. Zozor and R-O. Amblard, "On the use of stochastic resonance in sine detection," Signal Processing, vol. 7, pp. 353-367, March 2002.
6. S. Kay, "Can detectability be improved by adding noise?" IEEE Signal Processing Letters, vol. 7, no. 1, pp. 8-10, January 2000.
7. A. A.Saha and G. Anand, "Design of detectors based on stochastic resonance," Signal Processing, vol. 83, pp. 1193-1212, 2003.
8. S. A. Kassam and J. B. Thomas, Eds., Nonparametric Detection: Theory and Applications. Dowden, Hutchinson and Ross, 1980.
9. S. A. Kassam and J. B. Thomas, "Dead-zone limiter: An application of conditional tests in nonparametric detection," The Journal of the Acoustical Society of America, vol. 60, pp. 857-862, 1976.
10. B. Picinbono, "On deflection as a performance criterion in detection," IEEE Transactions on Aerospace and Electronic Systems, vol. 31, no. 3, pp. 1072 - 1081, July 1995.