Effects of membership function parameters on the performance of a fuzzy signal detector

IEEE Transactions on Fuzzy Systems

Volumn 5, Issue 2, 1997, Pages 249-255

  Boston, J Robert ^a,b  

^a IEEE   (United States)

^b University of Pittsburgh   (United States)

Author keywords

Bayes procedures; Electroencephalography; Fuzzy logic; Signal detection

Indexed keywords

ALGORITHMS; BIOELECTRIC POTENTIALS; ELECTROENCEPHALOGRAPHY; MEMBERSHIP FUNCTIONS; PERFORMANCE; PROBABILITY; SIGNAL DETECTION;

BAYES PROCEDURES; FUZZY SIGNAL DETECTOR; SIGNAL DETECTION ALGORITHM;

FUZZY SETS;

EID: 0031139207     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/91.580799     Document Type: Article

References (8)

1. C. W. Helstrom, Statistical Theory of Signal Detection. Oxford: Pergamon, 1968.
2. J. R. Boston, "A fuzzy model of signal detection incorporating uncertainty," in Proc. 2nd Int. Conf. Fuzzy Syst., San Francisco, CA, Mar. 1993, pp. 1107-1112.
3. M. R. Civanlar and H. J. Trussell, "Constructing membership functions using statistical data," Fuzzy Sets Syst., vol. 18, pp. 1-13, Jan. 1986.
4. L.-X. Wang and J. M. Mendel, "Fuzzy basis functions, universal approximations, and orthogonal least-squares learning," IEEE Trans. Neural Networks, vol. 3, pp. 807-814, Sept. 1992.
5. J. R. Boston, "Spectra of auditory brainstem responses and spontaneous EEG," IEEE Trans. Biomed. Eng., vol. BME-28, pp. 334-341, Apr. 1981.
6. M. J. Valdes-Sosa, M. A. Bobes, C. Perez-Abalo, M. Perera, J. A. Carballo, and P. Valdes-Sosa, "Comparison of auditory-evoked detection methods using signal detection theory," Audiology, vol. 26, pp. 166-181, May/June 1987.
7. J. R. Boston, "Automated interpretation of brainstem auditory evoked potentials: A prototype system," IEEE Trans. Biomed. Eng., vol. 36, pp. 528-532, May 1989.
8. H. Dyckhoff and W. Pedrycz, "Generalized means as a model of compensative connectives," Fuzzy Sets Syst., vol. 14, pp. 143-154, Sept. 1984.