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ORCIDScott C. Douglas
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- affiliation: Southern Methodist University, Dallas, TX, USA
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Journal Articles
- 2018
[j39]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: 214-225 (2018)- [j38]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: 236-245 (2018) - [j37]Neda Adib, Scott C. Douglas:
Extending the Stansfield Algorithm to Three Dimensions: Algorithms and Implementations. IEEE Trans. Signal Process. 66(4): 1106-1117 (2018) - 2015
- [j36]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): 500-509 (2015) - 2012
- [j35]Beth Jelfs, Danilo P. Mandic, Scott C. Douglas:
An adaptive approach for the identification of improper complex signals. Signal Process. 92(2): 335-344 (2012) - [j34]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): 44-54 (2012) - [j33]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): 1469-1473 (2012) - 2009
- [j32]Malay Gupta, Scott C. Douglas:
A Spatio-Temporal Speech Enhancement Technique Based on Generalized Eigenvalue Decomposition. IEEE Trans. Speech Audio Process. 17(4): 830-839 (2009) - 2008
- [j31]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): 1035-1048 (2008) - 2007
- [j30]Scott C. Douglas:
An Adaptive Constraint Method for Paraunitary Filter Banks with Applications to Spatiotemporal Subspace Tracking. EURASIP J. Adv. Signal Process. 2007 (2007) - [j29]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) - [j28]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): 1511-1520 (2007) - [j27]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): 143-159 (2007) - 2005
- [j26]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): 92-104 (2005) - 2004
- [j25]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): 247-261 (2004) - 2003
- [j24]Scott C. Douglas, Xiaoan Sun:
Convolutive blind separation of speech mixtures using the natural gradient. Speech Commun. 39(1-2): 65-78 (2003) - [j23]Heinz Mathis, Scott C. Douglas:
Bussgang blind deconvolution for impulsive signals. IEEE Trans. Signal Process. 51(7): 1905-1915 (2003) - 2002
- [j22]Heinz Mathis, Scott C. Douglas:
On the existence of universal nonlinearities for blind source separation. IEEE Trans. Signal Process. 50(5): 1007-1016 (2002) - 2001
- [j21]Marc Bodson, Jonathan S. Jensen, Scott C. Douglas:
Active noise control for periodic disturbances. IEEE Trans. Control. Syst. Technol. 9(1): 200-205 (2001) - 2000
- [j20]Scott C. Douglas:
Self-stabilized gradient algorithms for blind source separation with orthogonality constraints. IEEE Trans. Neural Networks Learn. Syst. 11(6): 1490-1497 (2000) - [j19]Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung:
On gradient adaptation with unit-norm constraints. IEEE Trans. Signal Process. 48(6): 1843-1847 (2000) - [j18]Scott C. Douglas, Sun-Yuan Kung:
Gradient Adaptive Algorithms for Contrast-Based Blind Deconvolution. J. VLSI Signal Process. 26(1-2): 47-60 (2000) - 1999
- [j17]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): 454-465 (1999) - [j16]Scott C. Douglas, Andrzej Cichocki, Shun-ichi Amari:
Self-whitening algorithms for adaptive equalization and deconvolution. IEEE Trans. Signal Process. 47(4): 1161-1165 (1999) - [j15]Scott C. Douglas:
Equivariant adaptive selective transmission. IEEE Trans. Signal Process. 47(5): 1223-1231 (1999) - 1998
- [j14]Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari:
Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing 22(1-3): 113-129 (1998) - [j13]Scott C. Douglas, Sun-Yuan Kung, Shun-ichi Amari:
A self-stabilized minor subspace rule. IEEE Signal Process. Lett. 5(12): 328-330 (1998) - [j12]Scott C. Douglas, Quanhong Zhu, Kent F. Smith:
A pipelined LMS adaptive FIR filter architecture without adaptation delay. IEEE Trans. Signal Process. 46(3): 775-779 (1998) - 1997
- [j11]Marc Bodson, Scott C. Douglas:
Adaptive algorithms for the rejection of sinusoidal disturbances with unknown frequency. Autom. 33(12): 2213-2221 (1997) - [j10]Scott C. Douglas:
An efficient implementation of the modified filtered-X LMS algorithm. IEEE Signal Process. Lett. 4(10): 286-288 (1997) - [j9]Scott C. Douglas, Andrzej Cichocki:
On-Line Step-Size Selection for Training of Adaptive Systems. IEEE Signal Process. Mag. 14(6): 45-46 (1997) - [j8]Scott C. Douglas:
Performance comparison of two implementations of the leaky LMS adaptive filter. IEEE Trans. Signal Process. 45(8): 2125-2129 (1997) - [j7]Scott C. Douglas, Andrzej Cichocki:
Neural networks for blind decorrelation of signals. IEEE Trans. Signal Process. 45(11): 2829-2842 (1997) - 1996
- [j6]Scott C. Douglas:
Running max/min calculation using a pruned ordered list. IEEE Trans. Signal Process. 44(11): 2872-2877 (1996) - 1995
- [j5]Scott C. Douglas, Weimin Pan:
Exact expectation analysis of the LMS adaptive filter. IEEE Trans. Signal Process. 43(12): 2863-2871 (1995) - 1994
- [j4]Scott C. Douglas:
A family of normalized LMS algorithms. IEEE Signal Process. Lett. 1(3): 49-51 (1994) - [j3]Scott C. Douglas, Teresa H.-Y. Meng:
Stochastic gradient adaptation under general error criteria. IEEE Trans. Signal Process. 42(6): 1335-1351 (1994) - [j2]Scott C. Douglas, Teresa H.-Y. Meng:
Normalized data nonlinearities for LMS adaptation. IEEE Trans. Signal Process. 42(6): 1352-1365 (1994) - 1992
- [j1]Scott C. Douglas, Teresa H.-Y. Meng:
The optimum scalar data nonlinearity in LMS adaptation for arbitrary IID inputs. IEEE Trans. Signal Process. 40(6): 1566-1570 (1992)
Conference and Workshop Papers
- 2021
- [c82]Scott C. Douglas, Timothy H. DeFries:
Blind Source Separation Under Signal Covariance Constraints: Criteria and Algorithms. ACSCC 2021: 1335-1339 - 2019
- [c81]Scott C. Douglas, Yu Hong:
Simple Iterative Algorithms for Approximate And Bounded Parameter Orthonormality. ACSSC 2019: 2101-2105 - [c80]Thiernithi Variddhisaï, Min Xiang, Scott C. Douglas, Danilo P. Mandic:
Quaternion-Valued Adaptive Filtering via Nesterov's Extrapolation. ICASSP 2019: 4868-4872 - [c79]Scott C. Douglas, Eric C. Larson:
Relationships between Deep Learning and Linear Adaptive Systems. ICASSP 2019: 7755-7759 - 2018
- [c78]Scott C. Douglas, Jiutian Yu:
Why RELU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks. ACSSC 2018: 864-868 - [c77]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: 3999-4003 - [c76]Scott C. Douglas, Danilo P. Mandic:
Affine-Projection Least-Mean-Magnitude-Phase Algorithms Using a Posteriori Updates. ICASSP 2018: 4154-4158 - [c75]Bruno Scalzo Dees, Yili Xia, Scott C. Douglas, Danilo P. Mandic:
Correntropy-Based Adaptive Filtering of Noncircular Complex Data. ICASSP 2018: 4339-4343 - 2017
- [c74]Scott C. Douglas, Danilo P. Mandic:
Single-channel Wiener filtering of deterministic signals in stochastic noise using the panorama. ICASSP 2017: 4182-4186 - [c73]Min Xiang, Scott C. Douglas, Danilo P. Mandic:
The quaternion least mean magnitude phase adaptive filtering algorithm. DSP 2017: 1-5 - 2016
- [c72]Chung-Cheng Ho, Scott C. Douglas:
Reduced-complexity direction-of-arrival estimation for large-aperture antenna arrays employing spatial ambiguities. ACSSC 2016: 684-688 - [c71]Min Xiang, Sithan Kanna, Scott C. Douglas, Danilo P. Mandic:
Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach. ICASSP 2016: 4348-4352 - [c70]Scott C. Douglas, Danilo P. Mandic:
Stability analysis of the least-mean-magnitude-phase algorithm. ICASSP 2016: 4935-4939 - 2015
- [c69]Neda Adib, Scott C. Douglas:
Assessing range accuracy for bearings-only geolocation using optimal logarithmic spiral sensor path trajectories. ICASSP 2015: 2554-2558 - [c68]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: 3531-3535 - 2014
- [c67]Chung-Cheng Ho, Scott C. Douglas:
An angular sampling theorem for the usable frequency range of antenna array calibration measurements. ACSSC 2014: 377-381 - [c66]Scott C. Douglas, Danilo P. Mandic:
Autoconvolution and panorama: Augmenting second-order signal analysis. ICASSP 2014: 384-388 - [c65]Neda Adib, Scott C. Douglas:
Weighted stansfield algorithm in three dimensions. ICASSP 2014: 1409-1413 - [c64]Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic:
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms. SAM 2014: 73-76 - [c63]Sithan Kanna, Scott C. Douglas, Danilo P. Mandic:
A real time tracker of complex circularity. SAM 2014: 129-132 - 2013
- [c62]Neda Adib, Scott C. Douglas:
Root-MSE geolocation performance using angle-of-arrival measurements. ACSSC 2013: 476-480 - [c61]Scott C. Douglas:
A novel endmember, fractional abundance, and contrast model for hyperspectral imagery. ICASSP 2013: 2164-2168 - [c60]Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic:
On intraference and its implications in complex-valued signal processing. ICASSP 2013: 3934-3937 - 2012
- [c59]Scott C. Douglas:
Detection of Aliasing in Image Sequences Using Nonlinear Factor Analysis. LVA/ICA 2012: 486-493 - [c58]Scott C. Douglas, Danilo P. Mandic:
A family of least-squares magnitude phase algorithms. ICASSP 2012: 3769-3772 - [c57]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: 9-12 - 2011
- [c56]Scott C. Douglas, Danilo P. Mandic:
The least-mean-magnitude-phase algorithm with applications to communications systems. ICASSP 2011: 4152-4155 - [c55]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: 1700-1705 - 2010
- [c54]Scott C. Douglas:
General chair's message. ICASSP 2010 - [c53]Scott C. Douglas, Danilo P. Mandic:
Performance analysis of the conventional complex LMS and augmented complex LMS algorithms. ICASSP 2010: 3794-3797 - 2009
- [c52]Danilo P. Mandic, Susanne Still, Scott C. Douglas:
Duality between widely linear and dual channel adaptive filtering. ICASSP 2009: 1729-1732 - [c51]Scott C. Douglas:
Widely-linear recursive least-squares algorithm for adaptive beamforming. ICASSP 2009: 2041-2044 - [c50]Scott C. Douglas:
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data. ICA 2009: 759-766 - [c49]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: 137-140 - 2008
- [c48]Malay Gupta, Scott C. Douglas:
An iterative spatio-temporal speech enhancement algorithm for microphone arrays. ICASSP 2008: 81-84 - [c47]Jih-Cheng Chao, Scott C. Douglas:
Using piecewise linear nonlinearities in the natural gradient and FastICA algorithms for blind source separation. ICASSP 2008: 1813-1816 - [c46]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: 1961-1964 - 2007
- [c45]Jih-Cheng Chao, Scott C. Douglas:
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function. ICA 2007: 152-160 - [c44]Malay Gupta, Scott C. Douglas:
Beamforming Initialization and Data Prewhitening in Natural Gradient Convolutive Blind Source Separation of Speech Mixtures. ICA 2007: 462-470 - [c43]Indranil Sinharoy, Scott C. Douglas:
Region-of-Interest Estimation for Adaptive Resource Allocation in Multi-Aperture Imaging Systems. ICASSP (2) 2007: 597-600 - [c42]Scott C. Douglas, Malay Gupta:
Scaled Natural Gradient Algorithms for Instantaneous and Convolutive Blind Source Separation. ICASSP (2) 2007: 637-640 - [c41]Scott C. Douglas:
On the Design of Gradient Algorithms Employing Orthogonal Matrix Constraints. ICASSP (4) 2007: 1401-1404 - [c40]Malay Gupta, Scott C. Douglas:
Performance Evaluation of Convolutive Blind Source Separation of Mixtures of Unequal-Level Speech Signals. ISCAS 2007: 2978-2981 - 2006
- [c39]Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Equivariant Algorithms for Estimating the Strong-Uncorrelating Transform in Complex Independent Component Analysis. ICA 2006: 57-65 - [c38]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: 343-351 - [c37]Scott C. Douglas:
Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration. ICA 2006: 781-789 - [c36]Scott C. Douglas, Zhijian Yuan, Erkki Oja:
Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation. ICA 2006: 790-798 - [c35]Jih-Cheng Chao, Scott C. Douglas:
A Simple and Robust Fastica Algorithm Using the Huber M-Estimator Cost Function. ICASSP (5) 2006: 685-688 - [c34]Scott C. Douglas, Jan Eriksson, Visa Koivunen:
Adaptive Estimation of the Strong Uncorrelating Transform with Applications to Subspace Tracking. ICASSP (4) 2006: 941-944 - 2005
- [c33]Scott C. Douglas, Hiroshi Sawada, Shoji Makino:
A spatio-temporal fastICA algorithm for separating convolutive mixtures. ICASSP (5) 2005: 165-168 - [c32]Tejaswini Mirani, Marc P. Christensen, Scott C. Douglas, Dinesh Rajan, Sally L. Wood:
Optimal Co-design Of Computational Imaging System. ICASSP (2) 2005: 597-600 - 2004
- [c31]Scott C. Douglas, Hiroshi Sawada, Shoji Makino:
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms. ICA 2004: 634-642 - [c30]Amitabh Dixit, Scott C. Douglas, Geoffrey C. Orsak:
Blind estimation of channel BERs in a multi-receiver network. ICASSP (2) 2004: 305-308 - [c29]Scott C. Douglas, Hiroshi Sawada, Shoji Makino:
Natural gradient multichannel blind deconvolution and source separation using causal FIR filters. ICASSP (5) 2004: 477-480 - 2003
- [c28]John D. Norris, Scott C. Douglas:
A gradient algorithm for phase-only adaptive FIR filtering. ICASSP (6) 2003: 221-224 - [c27]Scott C. Douglas, Sun-Yuan Kung:
A nonlinear recursive least-squares algorithm for the blind separation of finite-alphabet sources. ICASSP (2) 2003: 729-732 - 2002
- [c26]Scott C. Douglas, Geoffrey C. Orsak:
Is gradient descent appropriate for entropy-based source separation? ICASSP 2002: 1005-1008 - [c25]Xiaoan Sun, Scott C. Douglas:
Block time delay estimation by Newton's method with allpass constraints. ICASSP 2002: 1361-1364 - [c24]Steven L. Gay, Scott C. Douglas:
Normalized natural gradient adaptive filtering for sparse and non-sparse systems. ICASSP 2002: 1405-1408 - [c23]Heinz Mathis, Scott C. Douglas:
Blind deconvolution of impulsive signals using a modified Sato algorithm. ICASSP 2002: 1673-1676 - [c22]Scott C. Douglas, Geoffrey C. Orsak, Mark A. Yoder:
DSP in high schools: New technologies from the infinity project. ICASSP 2002: 4152-4155 - [c21]Scott C. Douglas:
Simple algorithms for decorrelation-based blind source separation. NNSP 2002: 545-554 - 2001
- [c20]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: 2709-2712 - [c19]Xiaoan Sun, Scott C. Douglas:
Adaptive paraunitary filter banks for contrast-based multichannel blind deconvolution. ICASSP 2001: 2753-2756 - [c18]Heinz Mathis, Scott C. Douglas:
On optimal and universal nonlinearities for blind signal separation. ICASSP 2001: 2777-2780 - 2000
- [c17]Scott C. Douglas:
Numerically-robust O(N2) RLS algorithms using least-squares prewhitening. ICASSP 2000: 412-415 - [c16]Xiaoan Sun, Scott C. Douglas:
Self-stabilized adaptive allpass filters for phase equalization and approximation. ICASSP 2000: 444-447 - [c15]Geoffrey C. Orsak, Scott C. Douglas:
Code-length-based universal extraction for blind signal separation. ICASSP 2000: 3422-3425 - 1999
- [c14]Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung:
Adaptive paraunitary filter banks for principal and minor subspace analysis. ICASSP 1999: 1089-1092 - 1998
- [c13]Scott C. Douglas:
Equivariant algorithms for selective transmission. ICASSP 1998: 1133-1136 - [c12]Shun-ichi Amari, Scott C. Douglas:
Why natural gradient? ICASSP 1998: 1213-1216 - 1997
- [c11]Scott C. Douglas:
Fast exact filtered-X LMS and LMS algorithms for multichannel active noise control. ICASSP 1997: 399-402 - [c10]Quanhong Zhu, Scott C. Douglas, Kent F. Smith:
A pipelined architecture for LMS adaptive FIR filters without adaptation delay. ICASSP 1997: 1933-1936 - [c9]Markus Rupp, Scott C. Douglas:
Deterministic stabilty analyses of unit-norm constrained algorithms for unbiased adaptive IIR filtering. ICASSP 1997: 1937-1940 - 1996
- [c8]Scott C. Douglas:
Efficient approximate implementations of the fast affine projection algorithm using orthogonal transforms. ICASSP 1996: 1656-1659 - 1995
- [c7]Scott C. Douglas:
Generalized gradient adaptive step sizes for stochastic gradient adaptive filters. ICASSP 1995: 1396-1399 - 1994
- [c6]Scott C. Douglas:
Mean-square analysis of the multiple-error and block LMS adaptive algorithms. ICASSP (3) 1994: 429-432 - 1993
- [c5]Scott C. Douglas:
Exact expectation analysis of the LMS adaptive filter for correlated Gaussian input data. ICASSP (3) 1993: 519-522 - [c4]N. L. Freire, Scott C. Douglas:
Adaptive cancellation of geomagnetic background noise using a sign-error normalized LMS algorithm. ICASSP (3) 1993: 523-526 - 1992
- [c3]Scott C. Douglas, Teresa Huai-Ying Meng:
Exact expectation analysis of the LMS adaptive filter without the independence assumption. ICASSP 1992: 61-64 - 1991
- [c2]Scott C. Douglas, Teresa H.-Y. Meng:
An optimum NLMS algorithm: performance improvement over LMS. ICASSP 1991: 2125-2128 - 1990
- [c1]Scott C. Douglas, Teresa H.-Y. Meng:
Optimum error nonlinearities for LMS adaptation. ICASSP 1990: 1421-1424
Parts in Books or Collections
- 2007
- [p2]Scott C. Douglas, Malay Gupta:
Convolutive Blind Source Separation for Audio Signals. Blind Speech Separation 2007: 3-45 - 2001
- [p1]Scott C. Douglas:
Blind Separation of Acoustic Signals. Microphone Arrays 2001: 355-380
Informal and Other Publications
- 2018
- [i1]Scott C. Douglas, Jiutian Yu:
Why ReLU Units Sometimes Die: Analysis of Single-Unit Error Backpropagation in Neural Networks. CoRR abs/1812.05981 (2018)
Coauthor Index
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