# Steven M. Kay

According to our database

Collaborative distances:

^{1}, Steven M. Kay authored at least 111 papers between 1978 and 2018.Collaborative distances:

## Awards

## IEEE Fellow

IEEE Fellow 1989, "For contributions to the theory and application of parametric spectral estimation and detection.".

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2018

On Bayesian Exponentially Embedded Family for Model Order Selection.

IEEE Trans. Signal Processing, 2018

Locally Optimal Radar Waveform Design for Detecting Doubly Spread Targets in Colored Noise.

IEEE Signal Process. Lett., 2018

A New Random Variable Normalizing Transformation With Application to the GLRT.

IEEE Signal Process. Lett., 2018

2017

Information-Theoretic Optimal Radar Waveform Design.

IEEE Signal Process. Lett., 2017

The penalty term of Exponentially Embedded Family is estimated mutual information.

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

The Complex Parameter Rao Test.

IEEE Trans. Signal Processing, 2016

Probability Density Function Estimation Using the EEF With Application to Subset/Feature Selection.

IEEE Trans. Signal Processing, 2016

Toward Optimal Feature Selection in Naive Bayes for Text Categorization.

IEEE Trans. Knowl. Data Eng., 2016

A Bayesian Classification Approach Using Class-Specific Features for Text Categorization.

IEEE Trans. Knowl. Data Eng., 2016

EEF: Exponentially Embedded Families With Class-Specific Features for Classification.

IEEE Signal Process. Lett., 2016

Detection of False Data Injection Attacks in Smart Grid under Colored Gaussian Noise.

CoRR, 2016

EEF: Exponentially Embedded Families with Class-Specific Features for Classification.

CoRR, 2016

Toward Optimal Feature Selection in Naive Bayes for Text Categorization.

CoRR, 2016

Adaptive Signal Detection and Parameter Estimation in Unknown Colored Gaussian Noise.

CoRR, 2016

The Rao test for testing handedness of complex-valued covariance matrix.

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Detection of false data injection attacks in smart grid under colored Gaussian noise.

Proceedings of the 2016 IEEE Conference on Communications and Network Security, 2016

2015

A Parametric Classification Rule Based on the Exponentially Embedded Family.

IEEE Trans. Neural Netw. Learning Syst., 2015

On the Design and Implementation of a Highly Accurate Pulse Predictor for Exercise Equipment.

IEEE Trans. Biomed. Engineering, 2015

A Probabilistic Interpretation of the Exponential Mixture.

IEEE Signal Process. Lett., 2015

Multimodal target detection via integrated GLRT.

Proceedings of the 34th IEEE Military Communications Conference, 2015

2014

TDOA based direct positioning maximum likelihood estimator and the cramer-rao bound.

IEEE Trans. Aerospace and Electronic Systems, 2014

Hybrid classification with partial models.

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Equivalency between emulated disc electrodes and Conventional Disc Electrode human electroencephalography.

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

High-SNR model order selection using exponentially embedded family and its applications to curve fitting and clustering.

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Improvement of TDOA Position Fixing Using the Likelihood Curvature.

IEEE Trans. Signal Processing, 2013

Model Estimation and Classification Via Model Structure Determination.

IEEE Trans. Signal Processing, 2013

A Geometrical Interpretation of Exponentially Embedded Families of Gaussian Probability Density Functions for Model Selection.

IEEE Trans. Signal Processing, 2013

Sensor Integration by Joint PDF Construction using the Exponential Family.

IEEE Trans. Aerospace and Electronic Systems, 2013

On the Performance of Independent Processing of Independent Data Sets for Distributed Detection.

IEEE Signal Process. Lett., 2013

A Computationally Efficient Nonlinear Least Squares Method Using Random Basis Functions.

IEEE Signal Process. Lett., 2013

Multiple sensor integration for seizure onset detection in human patients comparing conventional disc versus novel tripolar concentric ring electrodes.

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Toward improving the laplacian estimation with novel multipolar concentric ring electrodes.

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Asymptotically Optimal Detection of Low Probability of Intercept Signals using Distributed Sensors.

IEEE Trans. Aerospace and Electronic Systems, 2012

Autoregressive Modeling of Raman Spectra for Detection and Classification of Surface Chemicals.

IEEE Trans. Aerospace and Electronic Systems, 2012

A Novel Normalization Algorithm Based on the Three-Dimensional Minimum Variance Spectral Estimator.

IEEE Trans. Aerospace and Electronic Systems, 2012

A New Proof of the Neyman-Pearson Theorem Using the EEF and the Vindication of Sir R. Fisher.

IEEE Signal Process. Lett., 2012

Robust signal detection by using the EEF.

Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012

Sensor integration of multiple tripolar concentric ring electrodes improves pentylenetetrazole-induced seizure onset detection in rats.

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011

Maximum Likelihood Estimator Under a Misspecified Model With High Signal-to-Noise Ratio.

IEEE Trans. Signal Processing, 2011

Inconsistency of the MDL: On the Performance of Model Order Selection Criteria With Increasing Signal-to-Noise Ratio.

IEEE Trans. Signal Processing, 2011

Signal Fitting With Uncertain Basis Functions.

IEEE Signal Process. Lett., 2011

Transcranial focal stimulation via concentric ring electrodes reduced power of pentylenetetrazole-induced seizure activity in rat electroencephalogram.

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Design and performance of an integrated waveform-agile multi-modal track-before-detect sensing system.

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

On the invariance, coincidence, and statistical equivalence of the GLRT, rao test, and wald test.

IEEE Trans. Signal Processing, 2010

Representation and generation of non-Gaussian wide-sense stationary random processes with arbitrary PSDs and a class of PDFs.

IEEE Trans. Signal Processing, 2010

Convergence of the Multidimensional Minimum Variance Spectral Estimator for Continuous and Mixed Spectra.

IEEE Signal Process. Lett., 2010

A New Approach to Fourier Synthesis With Application to Neural Encoding and Speech Classification.

IEEE Signal Process. Lett., 2010

Exponentially embedded families for multimodal sensor processing.

Proceedings of the IEEE International Conference on Acoustics, 2010

Joint PDF construction for sensor fusion and distributed detection.

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Noise Enhanced Nonparametric Detection.

IEEE Trans. Information Theory, 2009

Securing rating aggregation systems using statistical detectors and trust.

IEEE Trans. Information Forensics and Security, 2009

Defending online reputation systems against collaborative unfair raters through signal modeling and trust.

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

2008

An Importance Sampling Maximum Likelihood Direction of Arrival Estimator.

IEEE Trans. Signal Processing, 2008

A New Nonstationarity Detector.

IEEE Trans. Signal Processing, 2008

Source Enumeration via the EEF Criterion.

IEEE Signal Process. Lett., 2008

Noise Enhanced Detection as a Special Case of Randomization.

IEEE Signal Process. Lett., 2008

2007

Asymptotically Optimal Approximation of Multidimensional pdf's by Lower Dimensional pdf's.

IEEE Trans. Signal Processing, 2007

Theory of the Stochastic Resonance Effect in Signal Detection: Part I-Fixed Detectors.

IEEE Trans. Signal Processing, 2007

Estimation of the parameters of a bilinear model with applications to submarine detection and system identification.

Digital Signal Processing, 2007

2006

Reducing Probability of Decision Error Using Stochastic Resonance.

IEEE Signal Process. Lett., 2006

Approaching Near Optimal Detection Performance via Stochastic Resonance.

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Can addition of noise improve distributed detection performance?

Proceedings of the 9th International Conference on Information Fusion, 2006

2005

The multifamily likelihood ratio test for multiple signal model detection.

IEEE Signal Process. Lett., 2005

2004

Optimal segmentation of signals and its application to image denoising and boundary feature extraction.

Proceedings of the 2004 International Conference on Image Processing, 2004

Unbiased estimation of the phase of a sinusoid.

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Rapid estimation of the range-Doppler scattering function.

IEEE Trans. Signal Processing, 2003

Vector space solution to the multidimensional Yule-Walker equations.

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Maximum likelihood parameter estimation of superimposed chirps using Monte Carlo importance sampling.

IEEE Trans. Signal Processing, 2002

Optimal invariant detection of a sinusoid with unknown parameters.

IEEE Trans. Signal Processing, 2002

Optimal transmit signal design for active sonar/radar.

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

Multidimensional probability density function approximations for detection, classification, and model order selection.

IEEE Trans. Signal Processing, 2001

Conditional model order estimation.

IEEE Trans. Signal Processing, 2001

A noniterative maximum likelihood parameter estimator of superimposed chirp signals.

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Mean likelihood frequency estimation.

IEEE Trans. Signal Processing, 2000

Sufficiency, classification, and the class-specific feature theorem.

IEEE Trans. Information Theory, 2000

1999

Adaptive detection for unknown noise power spectral densities.

IEEE Trans. Signal Processing, 1999

1997

Cochannel speaker separation by harmonic enhancement and suppression.

IEEE Trans. Speech and Audio Processing, 1997

An algorithm for detecting closely spaced delay/Doppler components.

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Spectral analysis based on the canonical autoregressive decomposition.

IEEE Trans. Signal Processing, 1996

Maximum likelihood estimation for array processing in colored noise.

IEEE Trans. Signal Processing, 1996

1995

Methods for chaotic signal estimation.

IEEE Trans. Signal Processing, 1995

Asymptotic maximum likelihood estimator performance for chaotic signals in noise.

IEEE Trans. Signal Processing, 1995

Detection of broadband planewaves in the presence of Gaussian noise of unknown covariance: asymptotically optimum tests using the 2-D autoregressive noise model.

IEEE Trans. Signal Processing, 1995

Realization of correlated chaotic signals.

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

On frequency estimation with the IQML algorithm.

IEEE Trans. Signal Processing, 1994

Maximum likelihood estimation of signals in autoregressive noise.

IEEE Trans. Signal Processing, 1994

Model selection based on Bayesian predictive densities and multiple data records.

IEEE Trans. Signal Processing, 1994

1993

Detection in incompletely characterized colored non-Gaussian noise via parametric modeling.

IEEE Trans. Signal Processing, 1993

Broad-band detection based on two-dimensional mixed autoregressive models.

IEEE Trans. Signal Processing, 1993

1992

Order selection of autoregressive models.

IEEE Trans. Signal Processing, 1992

An adaptive detector for deterministic signals in noise of unknown spectra using the Rao test.

IEEE Trans. Signal Processing, 1992

1991

On estimating the angle parameters of an exponential signal at high SNR.

IEEE Trans. Signal Processing, 1991

1990

Parameter estimation and GLRT detection in colored non-Gaussian autoregressive processes.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1990

An efficient two-dimensional frequency estimator.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1990

Parameter estimation of chirp signals.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1990

1989

Efficient estimation of parameters for non-Gaussian autoregressive processes.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

A fast and accurate single frequency estimator.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

Asymptotically optimal detection in incompletely characterized non-Gaussian noise.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1989

1988

Frequency estimation by principal component AR spectral estimation method without eigendecomposition.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1988

1987

Statistical analysis of the least squares autoregressive estimator in the presence of noise.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1987

1986

A zero crossing-based spectrum analyzer.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1986

Detection performance of the circular correlation coefficient receiver.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1986

Edge detection using the linear model.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1986

1985

Generation of the autocorrelation sequence of an ARMA process.

IEEE Trans. Acoustics, Speech, and Signal Processing, 1985

1984

Invariant detection of transient ARMA signals with unknown initial conditions.

Proceedings of the IEEE International Conference on Acoustics, 1984

Edge detection using the linear model.

Proceedings of the IEEE International Conference on Acoustics, 1984

1981

Improved detection performance of an FM signal by autoregressive spectral analysis.

Proceedings of the IEEE International Conference on Acoustics, 1981

1980

Detection of a sinusoid in white noise by autoregressive spectrum analysis.

Proceedings of the IEEE International Conference on Acoustics, 1980

1979

Sources of and remedies for spectral line splitting in autoregressive spectrum analysis.

Proceedings of the IEEE International Conference on Acoustics, 1979

Fourier-autoregressive spectral estimation.

Proceedings of the IEEE International Conference on Acoustics, 1979

1978

Improvement of autoregressive spectral estimates in the presence of noise.

Proceedings of the IEEE International Conference on Acoustics, 1978