Scott C. Douglas

125 papers B 1C 1Misc 51Journal 40Unranked 30
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Panorama: An enabling technology for Hearables.
ICASSP
Qiyu Rao, Zdenka Babic, Scott C. Douglas, Danilo P. Mandic
2021 — conf
Blind Source Separation Under Signal Covariance Constraints: Criteria and Algorithms.
ACSCC
Scott C. Douglas, Timothy H. DeFries
2019 Misc conf
Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation.
ICASSP
Thiernithi Variddhisaï, Min Xiang, Scott C. Douglas, Danilo P. Mandic
2019 Misc conf
Relationships between Deep Learning and Linear Adaptive Systems.
ICASSP
Scott C. Douglas, Eric C. Larson
2019 Misc conf
Simple Iterative Algorithms for Approximate And Bounded Parameter Orthonormality.
ACSSC
Scott C. Douglas, Yu Hong
2018 J jnl
A perspective on CLMS as a deficient length augmented CLMS: Dealing with second order noncircularity.
Signal Process.
Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018 Misc conf
Affine-Projection Least-Mean-Magnitude-Phase Algorithms Using a Posteriori Updates.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2018 Misc conf
Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft.
ICASSP
Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic
2018 Misc conf
Correntropy-Based Adaptive Filtering of Noncircular Complex Data.
ICASSP
Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018 J jnl
Extending the Stansfield Algorithm to Three Dimensions: Algorithms and Implementations.
IEEE Trans. Signal Process.
Neda Adib, Scott C. Douglas
2018 J jnl
Performance analysis of the deficient length augmented CLMS algorithm for second order noncircular complex signals.
Signal Process.
Yili Xia, Scott C. Douglas, Danilo P. Mandic
2018 Misc conf
Why RELU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks.
ACSSC
Scott C. Douglas, Jiutian Yu
2018 J jnl
Why ReLU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks.
CoRR
Scott C. Douglas, Jiutian Yu
2017 Misc conf
Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2017 — conf
The quaternion least mean magnitude phase adaptive filtering algorithm.
DSP
Min Xiang, Scott C. Douglas, Danilo P. Mandic
2016 Misc conf
Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach.
ICASSP
Min Xiang, Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
2016 Misc conf
Reduced-complexity direction-of-arrival estimation for large-aperture antenna arrays employing spatial ambiguities.
ACSSC
Chung-Cheng Ho, Scott C. Douglas
2016 Misc conf
Stability analysis of the least-mean-magnitude-phase algorithm.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2015 Misc conf
Assessing range accuracy for bearings-only geolocation using optimal logarithmic spiral sensor path trajectories.
ICASSP
Neda Adib, Scott C. Douglas
2015 J jnl
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform.
IEEE Trans. Neural Networks Learn. Syst.
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2015 Misc conf
Mean square analysis of the CLMS and ACLMS for non-circular signals: The approximate uncorrelating transform approach.
ICASSP
Danilo P. Mandic, Sithan Kanna, Scott C. Douglas
2014 — conf
A real time tracker of complex circularity.
SAM
Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
2014 Misc conf
An angular sampling theorem for the usable frequency range of antenna array calibration measurements.
ACSSC
Chung-Cheng Ho, Scott C. Douglas
2014 Misc conf
Autoconvolution and panorama: Augmenting second-order signal analysis.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2014 — conf
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms.
SAM
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2014 Misc conf
Weighted stansfield algorithm in three dimensions.
ICASSP
Neda Adib, Scott C. Douglas
2013 Misc conf
A novel endmember, fractional abundance, and contrast model for hyperspectral imagery.
ICASSP
Scott C. Douglas
2013 Misc conf
On intraference and its implications in complex-valued signal processing.
ICASSP
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2013 Misc conf
Root-MSE geolocation performance using angle-of-arrival measurements.
ACSSC
Neda Adib, Scott C. Douglas
2012 Misc conf
A family of least-squares magnitude phase algorithms.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2012 J jnl
Adaptive Frequency Estimation in Smart Grid Applications: Exploiting Noncircularity and Widely Linear Adaptive Estimators.
IEEE Signal Process. Mag.
Yili Xia, Scott C. Douglas, Danilo P. Mandic
2012 J jnl
An adaptive approach for the identification of improper complex signals.
Signal Process.
Beth Jelfs, Danilo P. Mandic, Scott C. Douglas
2012 — conf
Detection of Aliasing in Image Sequences Using Nonlinear Factor Analysis.
LVA/ICA
Scott C. Douglas
2012 J jnl
On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing.
IEEE Trans. Signal Process.
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
2012 — conf
Widely linear state space models for frequency estimation in unbalanced three-phase systems.
SAM
Dahir H. Dini, Yili Xia, Scott C. Douglas, Danilo P. Mandic
2011 Misc conf
The least-mean-magnitude-phase algorithm with applications to communications systems.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2011 B conf
Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions.
IJCNN
Yili Xia, Scott C. Douglas, Danilo P. Mandic
2010 Misc conf
General chair's message.
ICASSP
Scott C. Douglas
2010 Misc conf
Performance analysis of the conventional complex LMS and augmented complex LMS algorithms.
ICASSP
Scott C. Douglas, Danilo P. Mandic
2009 J jnl
A Spatio-Temporal Speech Enhancement Technique Based on Generalized Eigenvalue Decomposition.
IEEE Trans. Speech Audio Process.
Malay Gupta, Scott C. Douglas
2009 — conf
A spatio-temporal power method for time-domain multi-channel speech enhancement.
WASPAA
Malay Gupta, Sylvain Angrignon, Chris Forrester, Sean Simmons, Scott C. Douglas
2009 — conf
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data.
ICA
Scott C. Douglas
2009 Misc conf
Duality between widely linear and dual channel adaptive filtering.
ICASSP
Danilo P. Mandic, Susanne Still, Scott C. Douglas
2009 Misc conf
Widely-linear recursive least-squares algorithm for adaptive beamforming.
ICASSP
Scott C. Douglas
2008 Misc conf
An iterative spatio-temporal speech enhancement algorithm for microphone arrays.
ICASSP
Malay Gupta, Scott C. Douglas
2008 J jnl
Designing Pre-College Engineering Curricula and Technology: Lessons Learned From the Infinity Project.
Proc. IEEE
Scott C. Douglas, Marc P. Christensen, Geoffrey C. Orsak
2008 Misc conf
Model-based region-of-interest estimation for adaptive resource allocation in multi-aperture imaging systems.
ICASSP
Indranil Sinharoy, Scott C. Douglas, Dinesh Rajan, Marc P. Christensen
2008 Misc conf
Using piecewise linear nonlinearities in the natural gradient and FastICA algorithms for blind source separation.
ICASSP
Jih-Cheng Chao, Scott C. Douglas
2007 — conf
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function.
ICA
Jih-Cheng Chao, Scott C. Douglas
2007 J jnl
An Adaptive Constraint Method for Paraunitary Filter Banks with Applications to Spatiotemporal Subspace Tracking.
EURASIP J. Adv. Signal Process.
Scott C. Douglas
2007 — conf
Beamforming Initialization and Data Prewhitening in Natural Gradient Convolutive Blind Source Separation of Speech Mixtures.
ICA
Malay Gupta, Scott C. Douglas
2007 — ch.
Convolutive Blind Source Separation for Audio Signals.
Blind Speech Separation
Scott C. Douglas, Malay Gupta
2007 J jnl
Fixed-Point Algorithms for the Blind Separation of Arbitrary Complex-Valued Non-Gaussian Signal Mixtures.
EURASIP J. Adv. Signal Process.
Scott C. Douglas
2007 — conf
On the Design of Gradient Algorithms Employing Orthogonal Matrix Constraints.
ICASSP (4)
Scott C. Douglas
2007 C conf
Performance Evaluation of Convolutive Blind Source Separation of Mixtures of Unequal-Level Speech Signals.
ISCAS
Malay Gupta, Scott C. Douglas
2007 — conf
Region-of-Interest Estimation for Adaptive Resource Allocation in Multi-Aperture Imaging Systems.
ICASSP (2)
Indranil Sinharoy, Scott C. Douglas
2007 — conf
Scaled Natural Gradient Algorithms for Instantaneous and Convolutive Blind Source Separation.
ICASSP (2)
Scott C. Douglas, Malay Gupta
2007 J jnl
Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function.
J. VLSI Signal Process.
Scott C. Douglas, Jih-Cheng Chao
2007 J jnl
Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures.
IEEE Trans. Speech Audio Process.
Scott C. Douglas, Malay Gupta, Hiroshi Sawada, Shoji Makino
2006 — conf
A Simple and Robust Fastica Algorithm Using the Huber M-Estimator Cost Function.
ICASSP (5)
Jih-Cheng Chao, Scott C. Douglas
2006 — conf
Adaptive Estimation of the Strong Uncorrelating Transform with Applications to Subspace Tracking.
ICASSP (4)
Scott C. Douglas, Jan Eriksson, Visa Koivunen
2006 — conf
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation.
ICA
Scott C. Douglas, Zhijian Yuan, Erkki Oja
2006 — conf
Equivariant Algorithms for Estimating the Strong-Uncorrelating Transform in Complex Independent Component Analysis.
ICA
Scott C. Douglas, Jan Eriksson, Visa Koivunen
2006 — conf
Fixed-Point Complex ICA Algorithms for the Blind Separation of Sources Using Their Real or Imaginary Components.
ICA
Scott C. Douglas, Jan Eriksson, Visa Koivunen
2006 — conf
Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration.
ICA
Scott C. Douglas
2005 — conf
A spatio-temporal fastICA algorithm for separating convolutive mixtures.
ICASSP (5)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
2005 J jnl
Natural gradient multichannel blind deconvolution and speech separation using causal FIR filters.
IEEE Trans. Speech Audio Process.
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
2005 — conf
Optimal Co-design Of Computational Imaging System.
ICASSP (2)
Tejaswini Mirani, Marc P. Christensen, Scott C. Douglas, Dinesh Rajan, Sally L. Wood
2004 — conf
Blind estimation of channel BERs in a multi-receiver network.
ICASSP (2)
Amitabh Dixit, Scott C. Douglas, Geoffrey C. Orsak
2004 J jnl
Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution.
J. VLSI Signal Process.
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
2004 — conf
Natural gradient multichannel blind deconvolution and source separation using causal FIR filters.
ICASSP (5)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
2004 — conf
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms.
ICA
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
2003 — conf
A gradient algorithm for phase-only adaptive FIR filtering.
ICASSP (6)
John D. Norris, Scott C. Douglas
2003 — conf
A nonlinear recursive least-squares algorithm for the blind separation of finite-alphabet sources.
ICASSP (2)
Scott C. Douglas, Sun-Yuan Kung
2003 J jnl
Bussgang blind deconvolution for impulsive signals.
IEEE Trans. Signal Process.
Heinz Mathis, Scott C. Douglas
2003 J jnl
Convolutive blind separation of speech mixtures using the natural gradient.
Speech Commun.
Scott C. Douglas, Xiaoan Sun
2002 Misc conf
Blind deconvolution of impulsive signals using a modified Sato algorithm.
ICASSP
Heinz Mathis, Scott C. Douglas
2002 Misc conf
Block time delay estimation by Newton's method with allpass constraints.
ICASSP
Xiaoan Sun, Scott C. Douglas
2002 Misc conf
DSP in high schools: New technologies from the infinity project.
ICASSP
Scott C. Douglas, Geoffrey C. Orsak, Mark A. Yoder
2002 Misc conf
Is gradient descent appropriate for entropy-based source separation?
ICASSP
Scott C. Douglas, Geoffrey C. Orsak
2002 Misc conf
Normalized natural gradient adaptive filtering for sparse and non-sparse systems.
ICASSP
Steven L. Gay, Scott C. Douglas
2002 J jnl
On the existence of universal nonlinearities for blind source separation.
IEEE Trans. Signal Process.
Heinz Mathis, Scott C. Douglas
2002 — conf
Simple algorithms for decorrelation-based blind source separation.
NNSP
Scott C. Douglas
2001 J jnl
Active noise control for periodic disturbances.
IEEE Trans. Control. Syst. Technol.
Marc Bodson, Jonathan S. Jensen, Scott C. Douglas
2001 Misc conf
Adaptive paraunitary filter banks for contrast-based multichannel blind deconvolution.
ICASSP
Xiaoan Sun, Scott C. Douglas
2001 — ch.
Blind Separation of Acoustic Signals.
Microphone Arrays
Scott C. Douglas
2001 Misc conf
On optimal and universal nonlinearities for blind signal separation.
ICASSP
Heinz Mathis, Scott C. Douglas
2001 Misc conf
The INFINITY Project: expanding signal-processing-based engineering education to the high school classroom.
ICASSP
Geoffrey C. Orsak, Scott C. Douglas, Ravindra A. Athale, David C. Munson Jr., John R. Treichler, Sally L. Wood, Mark A. Yoder
2000 Misc conf
Code-length-based universal extraction for blind signal separation.
ICASSP
Geoffrey C. Orsak, Scott C. Douglas
2000 J jnl
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution.
J. VLSI Signal Process.
Scott C. Douglas, Sun-Yuan Kung
2000 Misc conf
Numerically-robust O(N
ICASSP
Scott C. Douglas
2000 J jnl
On gradient adaptation with unit-norm constraints.
IEEE Trans. Signal Process.
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
2000 Misc conf
Self-stabilized adaptive allpass filters for phase equalization and approximation.
ICASSP
Xiaoan Sun, Scott C. Douglas
2000 J jnl
Self-stabilized gradient algorithms for blind source separation with orthogonality constraints.
IEEE Trans. Neural Networks Learn. Syst.
Scott C. Douglas
1999 Misc conf
Adaptive paraunitary filter banks for principal and minor subspace analysis.
ICASSP
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
1999 J jnl
Equivariant adaptive selective transmission.
IEEE Trans. Signal Process.
Scott C. Douglas
1999 J jnl
Fast implementations of the filtered-X LMS and LMS algorithms for multichannel active noise control.
IEEE Trans. Speech Audio Process.
Scott C. Douglas
1999 J jnl
Self-whitening algorithms for adaptive equalization and deconvolution.
IEEE Trans. Signal Process.
Scott C. Douglas, Andrzej Cichocki, Shun-ichi Amari
1998 J jnl
A pipelined LMS adaptive FIR filter architecture without adaptation delay.
IEEE Trans. Signal Process.
Scott C. Douglas, Quanhong Zhu, Kent F. Smith
1998 J jnl
A self-stabilized minor subspace rule.
IEEE Signal Process. Lett.
Scott C. Douglas, Sun-Yuan Kung, Shun-ichi Amari
1998 Misc conf
Equivariant algorithms for selective transmission.
ICASSP
Scott C. Douglas
1998 J jnl
Robust techniques for independent component analysis (ICA) with noisy data.
Neurocomputing
Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari
1998 Misc conf
Why natural gradient?
ICASSP
Shun-ichi Amari, Scott C. Douglas
1997 Misc conf
A pipelined architecture for LMS adaptive FIR filters without adaptation delay.
ICASSP
Quanhong Zhu, Scott C. Douglas, Kent F. Smith
1997 J jnl
Adaptive algorithms for the rejection of sinusoidal disturbances with unknown frequency.
Autom.
Marc Bodson, Scott C. Douglas
1997 J jnl
An efficient implementation of the modified filtered-X LMS algorithm.
IEEE Signal Process. Lett.
Scott C. Douglas
1997 Misc conf
Deterministic stabilty analyses of unit-norm constrained algorithms for unbiased adaptive IIR filtering.
ICASSP
Markus Rupp, Scott C. Douglas
1997 Misc conf
Fast exact filtered-X LMS and LMS algorithms for multichannel active noise control.
ICASSP
Scott C. Douglas
1997 J jnl
Neural networks for blind decorrelation of signals.
IEEE Trans. Signal Process.
Scott C. Douglas, Andrzej Cichocki
1997 J jnl
On-Line Step-Size Selection for Training of Adaptive Systems.
IEEE Signal Process. Mag.
Scott C. Douglas, Andrzej Cichocki
1997 J jnl
Performance comparison of two implementations of the leaky LMS adaptive filter.
IEEE Trans. Signal Process.
Scott C. Douglas
1996 Misc conf
Efficient approximate implementations of the fast affine projection algorithm using orthogonal transforms.
ICASSP
Scott C. Douglas
1996 J jnl
Running max/min calculation using a pruned ordered list.
IEEE Trans. Signal Process.
Scott C. Douglas
1995 J jnl
Exact expectation analysis of the LMS adaptive filter.
IEEE Trans. Signal Process.
Scott C. Douglas, Weimin Pan
1995 Misc conf
Generalized gradient adaptive step sizes for stochastic gradient adaptive filters.
ICASSP
Scott C. Douglas
1994 J jnl
A family of normalized LMS algorithms.
IEEE Signal Process. Lett.
Scott C. Douglas
1994 — conf
Mean-square analysis of the multiple-error and block LMS adaptive algorithms.
ICASSP (3)
Scott C. Douglas
1994 J jnl
Normalized data nonlinearities for LMS adaptation.
IEEE Trans. Signal Process.
Scott C. Douglas, Teresa H.-Y. Meng
1994 J jnl
Stochastic gradient adaptation under general error criteria.
IEEE Trans. Signal Process.
Scott C. Douglas, Teresa H.-Y. Meng
1993 — conf
Adaptive cancellation of geomagnetic background noise using a sign-error normalized LMS algorithm.
ICASSP (3)
N. L. Freire, Scott C. Douglas
1993 — conf
Exact expectation analysis of the LMS adaptive filter for correlated Gaussian input data.
ICASSP (3)
Scott C. Douglas
1992 Misc conf
Exact expectation analysis of the LMS adaptive filter without the independence assumption.
ICASSP
Scott C. Douglas, Teresa Huai-Ying Meng
1992 J jnl
The optimum scalar data nonlinearity in LMS adaptation for arbitrary IID inputs.
IEEE Trans. Signal Process.
Scott C. Douglas, Teresa H.-Y. Meng
1991 Misc conf
An optimum NLMS algorithm: performance improvement over LMS.
ICASSP
Scott C. Douglas, Teresa H.-Y. Meng
1990 Misc conf
Optimum error nonlinearities for LMS adaptation.
ICASSP
Scott C. Douglas, Teresa H.-Y. Meng