Scott C. Douglas

Publication Activity (10 Years)

Years Active: 1990-2021
Publications (10 Years): 20

Top Venues

ICASSP

ACSSC

SAM

Signal Process.

Publications

Scott C. Douglas, Timothy H. DeFries
Blind Source Separation Under Signal Covariance Constraints: Criteria and Algorithms. ACSCC (2021)
Scott C. Douglas, Yu Hong
Simple Iterative Algorithms for Approximate And Bounded Parameter Orthonormality. ACSSC (2019)
Scott C. Douglas, Eric C. Larson
Relationships between Deep Learning and Linear Adaptive Systems. ICASSP (2019)
Thiernithi Variddhisaï, Min Xiang, Scott C. Douglas, Danilo P. Mandic
Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation. ICASSP (2019)
Yili Xia, Scott C. Douglas, Danilo P. Mandic
Performance analysis of the deficient length augmented CLMS algorithm for second order noncircular complex signals. Signal Process. 144 (2018)
Scott C. Douglas, Danilo P. Mandic
Affine-Projection Least-Mean-Magnitude-Phase Algorithms Using a Posteriori Updates. ICASSP (2018)
Scott C. Douglas, Jiutian Yu
Why RELU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks. ACSSC (2018)
Scott C. Douglas, Jiutian Yu
Why ReLU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks. CoRR (2018)
Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic
Correntropy-Based Adaptive Filtering of Noncircular Complex Data. ICASSP (2018)
Yili Xia, Scott C. Douglas, Danilo P. Mandic
A perspective on CLMS as a deficient length augmented CLMS: Dealing with second order noncircularity. Signal Process. 149 (2018)
Bruno Scalzo Dees, Scott C. Douglas, Danilo P. Mandic
Complementary Complex-Valued Spectrum for Real-Valued Data: Real Time Estimation of the Panorama Through Circularity-Preserving Dft. ICASSP (2018)
Neda Adib, Scott C. Douglas
Extending the Stansfield Algorithm to Three Dimensions: Algorithms and Implementations. IEEE Trans. Signal Process. 66 (4) (2018)
Min Xiang, Scott C. Douglas, Danilo P. Mandic
The quaternion least mean magnitude phase adaptive filtering algorithm. DSP (2017)
Scott C. Douglas, Danilo P. Mandic
Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama. ICASSP (2017)
Scott C. Douglas, Danilo P. Mandic
Stability analysis of the least-mean-magnitude-phase algorithm. ICASSP (2016)
Min Xiang, Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach. ICASSP (2016)
Chung-Cheng Ho, Scott C. Douglas
Reduced-complexity direction-of-arrival estimation for large-aperture antenna arrays employing spatial ambiguities. ACSSC (2016)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform. IEEE Trans. Neural Networks Learn. Syst. 26 (3) (2015)
Danilo P. Mandic, Sithan Kanna, Scott C. Douglas
Mean square analysis of the CLMS and ACLMS for non-circular signals: The approximate uncorrelating transform approach. ICASSP (2015)
Neda Adib, Scott C. Douglas
Assessing range accuracy for bearings-only geolocation using optimal logarithmic spiral sensor path trajectories. ICASSP (2015)
Sithan Kanna, Scott C. Douglas, Danilo P. Mandic
A real time tracker of complex circularity. SAM (2014)
Chung-Cheng Ho, Scott C. Douglas
An angular sampling theorem for the usable frequency range of antenna array calibration measurements. ACSSC (2014)
Scott C. Douglas, Danilo P. Mandic
Autoconvolution and panorama: Augmenting second-order signal analysis. ICASSP (2014)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. SAM (2014)
Neda Adib, Scott C. Douglas
Weighted stansfield algorithm in three dimensions. ICASSP (2014)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
On intraference and its implications in complex-valued signal processing. ICASSP (2013)
Scott C. Douglas
A novel endmember, fractional abundance, and contrast model for hyperspectral imagery. ICASSP (2013)
Neda Adib, Scott C. Douglas
Root-MSE geolocation performance using angle-of-arrival measurements. ACSSC (2013)
Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic
On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing. IEEE Trans. Signal Process. 60 (3) (2012)
Beth Jelfs, Danilo P. Mandic, Scott C. Douglas
An adaptive approach for the identification of improper complex signals. Signal Process. 92 (2) (2012)
Scott C. Douglas
Detection of Aliasing in Image Sequences Using Nonlinear Factor Analysis. LVA/ICA (2012)
Yili Xia, Scott C. Douglas, Danilo P. Mandic
Adaptive Frequency Estimation in Smart Grid Applications: Exploiting Noncircularity and Widely Linear Adaptive Estimators. IEEE Signal Process. Mag. 29 (5) (2012)
Scott C. Douglas, Danilo P. Mandic
A family of least-squares magnitude phase algorithms. ICASSP (2012)
Dahir H. Dini, Yili Xia, Scott C. Douglas, Danilo P. Mandic
Widely linear state space models for frequency estimation in unbalanced three-phase systems. SAM (2012)
Scott C. Douglas, Danilo P. Mandic
The least-mean-magnitude-phase algorithm with applications to communications systems. ICASSP (2011)
Yili Xia, Scott C. Douglas, Danilo P. Mandic
Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions. IJCNN (2011)
Scott C. Douglas, Danilo P. Mandic
Performance analysis of the conventional complex LMS and augmented complex LMS algorithms. ICASSP (2010)
Scott C. Douglas
General chair's message. ICASSP (2010)
Scott C. Douglas
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data. ICA (2009)
Danilo P. Mandic, Susanne Still, Scott C. Douglas
Duality between widely linear and dual channel adaptive filtering. ICASSP (2009)
Scott C. Douglas
Widely-linear recursive least-squares algorithm for adaptive beamforming. ICASSP (2009)
Malay Gupta, Scott C. Douglas
A Spatio-Temporal Speech Enhancement Technique Based on Generalized Eigenvalue Decomposition. IEEE Trans. Speech Audio Process. 17 (4) (2009)
Malay Gupta, Sylvain Angrignon, Chris Forrester, Sean Simmons, Scott C. Douglas
A spatio-temporal power method for time-domain multi-channel speech enhancement. WASPAA (2009)
Malay Gupta, Scott C. Douglas
An iterative spatio-temporal speech enhancement algorithm for microphone arrays. ICASSP (2008)
Scott C. Douglas, Marc P. Christensen, Geoffrey C. Orsak
Designing Pre-College Engineering Curricula and Technology: Lessons Learned From the Infinity Project. Proc. IEEE 96 (6) (2008)
Jih-Cheng Chao, Scott C. Douglas
Using piecewise linear nonlinearities in the natural gradient and FastICA algorithms for blind source separation. ICASSP (2008)
Indranil Sinharoy, Scott C. Douglas, Dinesh Rajan, Marc P. Christensen
Model-based region-of-interest estimation for adaptive resource allocation in multi-aperture imaging systems. ICASSP (2008)
Scott C. Douglas, Jih-Cheng Chao
Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function. J. VLSI Signal Process. 48 (1-2) (2007)
Indranil Sinharoy, Scott C. Douglas
Region-of-Interest Estimation for Adaptive Resource Allocation in Multi-Aperture Imaging Systems. ICASSP (2) (2007)
Scott C. Douglas, Malay Gupta
Scaled Natural Gradient Algorithms for Instantaneous and Convolutive Blind Source Separation. ICASSP (2) (2007)
Malay Gupta, Scott C. Douglas
Beamforming Initialization and Data Prewhitening in Natural Gradient Convolutive Blind Source Separation of Speech Mixtures. ICA (2007)
Scott C. Douglas
An Adaptive Constraint Method for Paraunitary Filter Banks with Applications to Spatiotemporal Subspace Tracking. EURASIP J. Adv. Signal Process. 2007 (2007)
Scott C. Douglas
On the Design of Gradient Algorithms Employing Orthogonal Matrix Constraints. ICASSP (4) (2007)
Scott C. Douglas, Malay Gupta, Hiroshi Sawada, Shoji Makino
Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures. IEEE Trans. Speech Audio Process. 15 (5) (2007)
Scott C. Douglas
Fixed-Point Algorithms for the Blind Separation of Arbitrary Complex-Valued Non-Gaussian Signal Mixtures. EURASIP J. Adv. Signal Process. 2007 (2007)
Jih-Cheng Chao, Scott C. Douglas
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function. ICA (2007)
Malay Gupta, Scott C. Douglas
Performance Evaluation of Convolutive Blind Source Separation of Mixtures of Unequal-Level Speech Signals. ISCAS (2007)
Scott C. Douglas, Jan Eriksson, Visa Koivunen
Adaptive Estimation of the Strong Uncorrelating Transform with Applications to Subspace Tracking. ICASSP (4) (2006)
Scott C. Douglas, Jan Eriksson, Visa Koivunen
Fixed-Point Complex ICA Algorithms for the Blind Separation of Sources Using Their Real or Imaginary Components. ICA (2006)
Scott C. Douglas, Zhijian Yuan, Erkki Oja
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation. ICA (2006)
Jih-Cheng Chao, Scott C. Douglas
A Simple and Robust Fastica Algorithm Using the Huber M-Estimator Cost Function. ICASSP (5) (2006)
Scott C. Douglas, Jan Eriksson, Visa Koivunen
Equivariant Algorithms for Estimating the Strong-Uncorrelating Transform in Complex Independent Component Analysis. ICA (2006)
Scott C. Douglas
Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration. ICA (2006)
Tejaswini Mirani, Marc P. Christensen, Scott C. Douglas, Dinesh Rajan, Sally L. Wood
Optimal Co-design Of Computational Imaging System. ICASSP (2) (2005)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
Natural gradient multichannel blind deconvolution and speech separation using causal FIR filters. IEEE Trans. Speech Audio Process. 13 (1) (2005)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
A spatio-temporal fastICA algorithm for separating convolutive mixtures. ICASSP (5) (2005)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms. ICA (2004)
Scott C. Douglas, Hiroshi Sawada, Shoji Makino
Natural gradient multichannel blind deconvolution and source separation using causal FIR filters. ICASSP (5) (2004)
Amitabh Dixit, Scott C. Douglas, Geoffrey C. Orsak
Blind estimation of channel BERs in a multi-receiver network. ICASSP (2) (2004)
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution. J. VLSI Signal Process. 37 (2-3) (2004)
Scott C. Douglas, Xiaoan Sun
Convolutive blind separation of speech mixtures using the natural gradient. Speech Commun. 39 (1-2) (2003)
John D. Norris, Scott C. Douglas
A gradient algorithm for phase-only adaptive FIR filtering. ICASSP (6) (2003)
Scott C. Douglas, Sun-Yuan Kung
A nonlinear recursive least-squares algorithm for the blind separation of finite-alphabet sources. ICASSP (2) (2003)
Heinz Mathis, Scott C. Douglas
Bussgang blind deconvolution for impulsive signals. IEEE Trans. Signal Process. 51 (7) (2003)
Heinz Mathis, Scott C. Douglas
On the existence of universal nonlinearities for blind source separation. IEEE Trans. Signal Process. 50 (5) (2002)
Scott C. Douglas, Geoffrey C. Orsak, Mark A. Yoder
DSP in high schools: New technologies from the infinity project. ICASSP (2002)
Scott C. Douglas, Geoffrey C. Orsak
Is gradient descent appropriate for entropy-based source separation? ICASSP (2002)
Xiaoan Sun, Scott C. Douglas
Block time delay estimation by Newton's method with allpass constraints. ICASSP (2002)
Heinz Mathis, Scott C. Douglas
Blind deconvolution of impulsive signals using a modified Sato algorithm. ICASSP (2002)
Steven L. Gay, Scott C. Douglas
Normalized natural gradient adaptive filtering for sparse and non-sparse systems. ICASSP (2002)
Scott C. Douglas
Simple algorithms for decorrelation-based blind source separation. NNSP (2002)
Marc Bodson, Jonathan S. Jensen, Scott C. Douglas
Active noise control for periodic disturbances. IEEE Trans. Control. Syst. Technol. 9 (1) (2001)
Xiaoan Sun, Scott C. Douglas
Adaptive paraunitary filter banks for contrast-based multichannel blind deconvolution. ICASSP (2001)
Geoffrey C. Orsak, Scott C. Douglas, Ravindra A. Athale, David C. Munson Jr., John R. Treichler, Sally L. Wood, Mark A. Yoder
The INFINITY Project: expanding signal-processing-based engineering education to the high school classroom. ICASSP (2001)
Heinz Mathis, Scott C. Douglas
On optimal and universal nonlinearities for blind signal separation. ICASSP (2001)
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
On gradient adaptation with unit-norm constraints. IEEE Trans. Signal Process. 48 (6) (2000)
Scott C. Douglas, Sun-Yuan Kung
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution. J. VLSI Signal Process. 26 (1-2) (2000)
Scott C. Douglas
Self-stabilized gradient algorithms for blind source separation with orthogonality constraints. IEEE Trans. Neural Networks Learn. Syst. 11 (6) (2000)
Xiaoan Sun, Scott C. Douglas
Self-stabilized adaptive allpass filters for phase equalization and approximation. ICASSP (2000)
Geoffrey C. Orsak, Scott C. Douglas
Code-length-based universal extraction for blind signal separation. ICASSP (2000)
Scott C. Douglas
) RLS algorithms using least-squares prewhitening. ICASSP (2000)
Scott C. Douglas, Andrzej Cichocki, Shun-ichi Amari
Self-whitening algorithms for adaptive equalization and deconvolution. IEEE Trans. Signal Process. 47 (4) (1999)
Scott C. Douglas
Equivariant adaptive selective transmission. IEEE Trans. Signal Process. 47 (5) (1999)
Scott C. Douglas
Fast implementations of the filtered-X LMS and LMS algorithms for multichannel active noise control. IEEE Trans. Speech Audio Process. 7 (4) (1999)
Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung
Adaptive paraunitary filter banks for principal and minor subspace analysis. ICASSP (1999)
Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari
Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing 22 (1-3) (1998)
Scott C. Douglas
Equivariant algorithms for selective transmission. ICASSP (1998)
Scott C. Douglas, Sun-Yuan Kung, Shun-ichi Amari
A self-stabilized minor subspace rule. IEEE Signal Process. Lett. 5 (12) (1998)
Scott C. Douglas, Quanhong Zhu, Kent F. Smith
A pipelined LMS adaptive FIR filter architecture without adaptation delay. IEEE Trans. Signal Process. 46 (3) (1998)
Shun-ichi Amari, Scott C. Douglas
Why natural gradient? ICASSP (1998)

Scott C. Douglas.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Scott C. Douglas