Maximum entropy spectral estimation

Known as: Maximum entropy, Maximum entropy spectral analysis 
Maximum entropy spectral estimation is a method of spectral density estimation. The goal is to improve the spectral quality based on the principle of… (More)
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AutocorrelationAutoregressive modelEntropy rateEstimation theory
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Information theorySignal processing

Papers overview

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2016
2016
A Spectrum Sensing Algorithm Based on Maximum Entropy Spectral Estimation
A spectrum sensing algorithm, named as MESE algorithm, based on maximum entropy spectral estimation was constructed in this… (More)
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2009
2009
Maximum Entropy Spectral estimation based on accelerating genetic algorithm
The purpose of this paper was to solve the problems of spectral peak shifting and line splitting existing in Burg's Maximum… (More)
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2007
2007
Fusion of Bayesian Maximum Entropy Spectral Estimation and Variational Analysis Methods for Enhanced Radar Imaging
A new fused Bayesian maximum entropy–variational analysis (BMEVA) method for enhanced radar/synthetic aperture radar (SAR… (More)
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Highly Cited
2005
Highly Cited
2005
Detecting Anomalies in Network Traffic Using Maximum Entropy Estimation
We develop a behavior-based anomaly detection method that detects network anomalies by comparing the current network traffic… (More)
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2005
2005
MAXENPER: a program for maximum entropy spectral estimation with assessment of statistical significance by the permutation test
The maximum entropy spectral estimator is widely used because of its high spectral resolution, but it lacks an easy procedure for… (More)
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Highly Cited
2000
Highly Cited
2000
A new approach to spectral estimation: a tunable high-resolution spectral estimator
Traditional maximum entropy spectral estimation determines a power spectrum from covariance estimates. Here, we present a new… (More)
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Highly Cited
1994
Highly Cited
1994
Adaptive Statistical Language Modeling; A Maximum Entropy Approach
Language modeling is the attempt to characterize, capture and exploit regularities in natural language. In statistical language… (More)
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1992
1992
On two-dimensional maximum entropy spectral estimation
variable-rate coding,” IEEE Trans. Inform. Theory, vol. 24, no. 5, pp. 530-536, 1978. [5] T. A. Welch, “A technique for high… (More)
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Review
1982
Review
1982
Maximum-entropy spectral analysis of radar clutter
The paper reviews a processor that uses the maximum-entropy spectral estimate to provide a set of Doppler-based features for… (More)
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Highly Cited
1978
Highly Cited
1978
Recursive Multichannel Maximum Entropy Spectral Estimation
We present a generalization to the multichannel case of the well-known Burg maximum entropy technique for spectral estimation… (More)
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