Efficient Estimation of Class a Noise Parameters Via the EM Algorithm

IEEE Transactions on Information Theory

Volumn 37, Issue 1, 1991, Pages 60-72

  Poor, H Vincent ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b PRINCETON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING--ALGORITHMS; COMPUTER SIMULATION; NOISE, SPURIOUS SIGNAL;

EM ALGORITHM; ESTIMATE-MAXIMIZE ALGORITHM; MAXIMUM LIKELIHOOD ESTIMATION;

MATHEMATICAL TECHNIQUES;

EID: 0025949582     PISSN: 00189448     EISSN: 15579654     Source Type: Journal    
DOI: 10.1109/18.61127     Document Type: Article

References (12)

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2. A. D. Spaulding and D. Middleton, “Optimum reception in an impulsive interference environment,” Office of Telecommunications Report OT-76-67, June 1975 (NTIS Order No. COM 75-11097/AS).
3. A. D. Spaulding and D. Middleton, “Optimum reception in an impulsive interference environment,” Part I: Coherent detection, Part II: Incoherent reception, IEEE Trans. Commun., vol. COM-25, pp. 910–934, Sept. 1977.
4. D. Middleton, “Threshold detection in non-Gaussian interference environments: Exposition and interpretation of new results for EMC applications,” IEEE Trans. Electromagn. Compat., vol. EMC-26, no. 1, pp. 19–28, Feb. 1984.
5. D. Middleton and A. D. Spaulding, “A tutorial review of elements of weak signal detection in non-Gaussian EMI environments,” National Telecommunications and Information Administration (NTIA), U.S. Dept, of Commerce, NTIA Report 86–194, May 1986.
6. D. Middleton, “Statistical-physical models of urban radio-noise environments—Part 1: Foundations,” IEEE Trans. Electromag. Compat., vol. EMC-14, no. 2, 38–56, 1972.
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8. D. Middleton, “Canonical and quasi-canonical probability models of class A interference,” IEEE Trans. Electromag. Compat., vol. EMC-25, no. 2, 76–106, May 1983.
9. E. N. Skomal, Man-Made Radio Noise. New York: Van Nostrand Reinhold; 1978.
10. S. M. Zabin, “Parameter estimation for the Class A Middleton model,” Technical Report R-1048, UILU-ENG 85–2223, Coordinated Science Laboratory, Univ. of Illinois at Urbana-Champaign, July 1985.
11. S. M. Zabin and H. V. Poor, “Parameter estimation for Middleton Class A interference processes,” IEEE Trans. Commun., vol. COM-37, no. 10, pp. 1042–1051, Oct. 1989.
12. S. M. Zabin and H. V. Poor, “Recursive algorithms for identification of impulsive noise channels,” IEEE Trans. Inform. Theory, vol. 36, no. 3, pp. 559–578, May 1990.