Some analytical and statistical properties of Fisher information

B. Roy Frieden

doi:10.1117/12.48389

1 October 1991 Some analytical and statistical properties of Fisher information

B. Roy Frieden

Proceedings Volume 1569, Stochastic and Neural Methods in Signal Processing, Image Processing, and Computer Vision; (1991) https://doi.org/10.1117/12.48389
Event: San Diego, '91, 1991, San Diego, CA, United States

Abstract

The concept of Fisher information I is introduced. Smoothness properties of I, and its relation to entropy, disorder, and uncertainty are explored. Information I is generalized to N- component problems, and is expressed both in direct and Fourier spaces. Applications to ISAR radar imaging and to the derivation of physical laws are discussed.

Citation Download Citation

B. Roy Frieden "Some analytical and statistical properties of Fisher information", Proc. SPIE 1569, Stochastic and Neural Methods in Signal Processing, Image Processing, and Computer Vision, (1 October 1991); https://doi.org/10.1117/12.48389

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