Ieee Transactions on Signal Processing
-
Publication Venue For
- An Efficient Forecasting Approach to Reduce Boundary Effects in Real-Time Time-Frequency Analysis. 69:1653-1663. 2021
- Erratum: Deep neural networks with random Gaussian weights: A universal classification strategy? (IEEE Transactions on Signal Processing (2016) 64:13 (3444-3457) DOI: 10.1109/TSP.2016.2546221). 68:529-531. 2020
- Fast and Provable Algorithms for Learning Two-Layer Polynomial Neural Networks. 67:3361-3371. 2019
- Symmetric Bilinear Regression for Signal Subgraph Estimation. 67:1929-1940. 2019
- Estimation of the evolutionary spectra with application to stationarity test. 67:1353-1365. 2019
- Analysis of Multistate Autoregressive Models. 66:2429-2440. 2018
- Tradeoffs between convergence speed and reconstruction accuracy in inverse problems. 66:1676-1690. 2018
- Parameterized Centroid Frequency-Chirp Rate Distribution for LFM Signal Analysis and Mechanisms of Constant Delay Introduction. 65:6435-6447. 2017
- SLANTS: Sequential Adaptive Nonlinear Modeling of Time Series. 65:4994-5005. 2017
- Corrections to “Asymptotic Achievability of the Cramér–Rao Bound for Noisy Compressive Sampling” [Mar 09 1233-1236]. 65:4973-4974. 2017
- Multiple Change Point Analysis: Fast Implementation and Strong Consistency. 65:4495-4510. 2017
- Fast Algorithms for Demixing Sparse Signals From Nonlinear Observations. 65:4209-4222. 2017
- On Sequential Elimination Algorithms for Best-Arm Identification in Multi-Armed Bandits. 65:4281-4292. 2017
- Robust Large Margin Deep Neural Networks. 65:4265-4280. 2017
- Fundamental limits in multi-image alignment. 64:5707-5722. 2016
- Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?. 64:3444-3457. 2016
- Mismatch in the Classification of Linear Subspaces: Sufficient Conditions for Reliable Classification. 64:3035-3050. 2016
- Compressed Nonnegative Matrix Factorization Is Fast and Accurate. 64:2269-2283. 2016
- The Role of Principal Angles in Subspace Classification. 64:1933-1945. 2016
- Data Representation Using the Weyl Transform. 64:1844-1853. 2016
- Minimal Realization Problems for Hidden Markov Models. 64:1896-1904. 2016
- Identification of Linear Time-Varying Systems Through Waveform Diversity. 63:2070-2084. 2015
- Distributed cooperative beamforming in multi-source multi-destination clustered systems. 62:6105-6117. 2014
- A CFAR Adaptive Subspace Detector Based on a Single Observation in System-Dependent Clutter Background. 62:5260-5269. 2014
- Hierarchical Infinite Divisibility for Multiscale Shrinkage. 62:4363-4374. 2014
- Reconstruction of signals drawn from a gaussian mixture via noisy compressive measurements. 62:2265-2277. 2014
- PETRELS: Parallel subspace estimation and tracking by recursive least squares from partial observations. 61:5947-5959. 2013
- Compressed Sensing and Affine Rank Minimization Under Restricted Isometry. 61:3279-3290. 2013
- Performance of the Delsarte-Goethals frame on clustered sparse vectors. 61:1998-2008. 2013
- A constrained random demodulator for sub-nyquist sampling. 61:707-723. 2013
- Task-driven adaptive statistical compressive sensing of gaussian mixture models. 61:585-600. 2013
- An MDL framework for sparse coding and dictionary learning. 60:2913-2927. 2012
- Statistical compressed sensing of Gaussian mixture models. 59:5842-5858. 2011
- A coding theory approach to noisy compressive sensing using low density frames. 59:5369-5379. 2011
- C-HiLasso: A collaborative hierarchical sparse modeling framework. 59:4183-4198. 2011
- Performance bounds for expander-based compressed sensing in poisson noise. 59:4139-4153. 2011
- Variational bayesian learning for mixture autoregressive models with uncertain-order. 59:2614-2627. 2011
- Sensitivity to basis mismatch in compressed sensing. 59:2182-2195. 2011
- Erratum: Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds (IEEE Transactions Signal Processing (2011)) 58,12 (6140-6155)). 59:1329. 2011
- Order-preserving factor analysis-application to longitudinal gene expression. 59:4447-4458. 2011
- Compressive Sensing on Manifolds Using a Nonparametric Mixture of Factor Analyzers: Algorithm and Performance Bounds.. 58:6140-6155. 2010
- Sticky hidden Markov modeling of comparative genomic hybridization. 58:5353-5368. 2010
- SPARLS: The sparse RLS algorithm. 58:4013-4025. 2010
- An adaptive greedy algorithm with application to nonlinear communications. 58:2998-3007. 2010
- Active learning and basis selection for kernel-based linear models: A bayesian perspective. 58:2686-2700. 2010
- Finite precision analysis for space-time decoding. 57:4861-4870. 2009
- Joint transmitter/receiver I/Q imbalance compensation for direct conversion OFDM in packet-switched multipath environments. 57:4588-4593. 2009
- Hidden markov models with stick-breaking priors. 57:3905-3917. 2009
- Exploiting structure in wavelet-based bayesian compressive sensing. 57:3488-3497. 2009
- A graph-theoretic approach to constrained floor plan estimation from radar measurements. 57:1877-1888. 2009
- Multitask compressive sensing. 57:92-106. 2009
- Asymptotic achievability of the Cramér-Rao bound for noisy compressive sampling. 57:1233-1236. 2009
- Multi-task learning for analyzing and sorting large databases of sequential data. 56:3918-3931. 2008
- On bounds and algorithms for frequency synchronization for collaborative communication systems. 56:3742-3752. 2008
- A frame construction and a universal distortion bound for sparse representations. 56:2443-2450. 2008
- Bayesian compressive sensing. 56:2346-2356. 2008
- Music analysis using hidden Markov mixture models. 55:5209-5224. 2007
- Information-based sensor management in the presence of uncertainty. 55:2731-2735. 2007
- Nonmyopic multiaspect sensing with partially observable Markov decision processes. 55:2720-2730. 2007
- Reconstruction of reflectance spectra using robust nonnegative matrix factorization. 54:3637-3642. 2006
- Texture analysis with variational hidden Markov trees. 54:2352-2356. 2006
- Joint space-time interpolation for distorted linear and bistatic array geometries. 54:848-860. 2006
- Collaborative beamforming for distributed wireless ad hoc sensor networks. 53:4110-4124. 2005
- A Generalized Karhunen-Loeve Basis for Efficient Estimation of Tropospheric Refractivity Using Radar Clutter. 52:48-60. 2004
- Quantization of Multiaspect Scattering Data: Target Classification and Pose Estimation. 51:3105-3114. 2003
- Differential space time block codes using nonconstant modulus constellations. 51:2955-2964. 2003
- Track association for over-the-horizon radar with a statistical ionospheric model. 50:2632-2643. 2002
- Monte Carlo smoothing with application to audio signal enhancement. 50:438-449. 2002
- Multipath delay estimation using a superresolution PN-correlation method. 49:938-949. 2001
- Relationships between adaptive minimum variance beamforming and optimal source localization. 48:1-12. 2000
- Barankin bounds for source localization in an uncertain ocean environment. 47:2917-2927. 1999
- Matched-field estimation of aircraft altitude from multiple over-the-horizon radar revisits. 47:966-976. 1999
- Hidden Markov models for multiaspect target classification. 47:2035-2040. 1999
- Matching pursuits with a wave-based dictionary. 45:2912-2927. 1997
- Matching pursuits with a wavebased dictionary. 45:29122927. 1997
- Maximum likelihood coordinate registration for over-the-horizon radar. 45:945-959. 1997
- Multiuser detection in a horizontal underwater acoustic channel using array observations. 45:148-160. 1997
- On the approximation power of convolution-based least squares versus interpolation. 45:1697-1711. 1997
- The Performance of Matched-Field Beanformers with Mediterranean Vertical Array Data. 44:1320. 1996
- The performance of matched-field beamformers with mediterranean vertical array data. 44:2605-2611. 1996
- A Multiple Time Scale Modularized Adaptive Beamformer. 42:1251-1256. 1994
- On the Mean-Square Error Performance of Adaptive Minimum Variance Beamformers Based on the Sample Covariance Matrix. 42:445-448. 1994
- The Performance of Minimax Spatial Resampling Filters for Focusing Wide-Band Arrays. 39:1899-1903. 1991
- Bounds on the Number of Measurements for Reliable Compressive Classification 2016