Learning Spatiotemporal Graphical Models From Incomplete Observations

Seasonal antigenic prediction of influenza A H3N2 using machine learning

Joint Signal Recovery and Graph Learning from Incomplete Time-Series

Robust and constrained estimation of state space models: A majorization-minimization approach

A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization

Affine Equivariant Tyler's M-Estimator Applied to Tail Parameter Learning of Elliptical Distributions

Efficient and Scalable Parametric High-Order Portfolios Design via the Skew-t Distribution

Cognition-enabled waveform design for ambiguity function shaping

Nonconvex Graph Learning: Sparsity, Heavy-tails, and Clustering

A Novel Algorithm for GARCH Model Estimation

Adaptive Estimation of Graphical Models under Total Positivity

Estimating Normalized Graph Laplacians in Financial Markets

False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks

Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity

Graph Learning for Balanced Clustering of Heavy-Tailed Data

Intraday Volatility-Volume Joint Modeling and Forecasting: A State-space Approach

Learning Large-Scale MTP₂ Gaussian Graphical Models via Bridge-Block Decomposition

The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research

Covariance Matrix Estimation Under Low-Rank Factor Model with Nonnegative Correlations

Efficient Algorithms for General Isotone Optimization

False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter

Learning Bipartite Graphs: Heavy Tails and Multiple Components

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

Shrinking the Eigenvalues of M-Estimators of Covariance Matrix

Solving High-Order Portfolios via Successive Convex Approximation Algorithms

A Fast Algorithm for Graph Learning under Attractive Gaussian Markov Random Fields

Graphical Models for Heavy-Tailed Markets

Improved estimation of the degree of freedom parameter of multivariate t-distribution

Minimax Estimation of Laplacian Constrained Precision Matrices

Parameter Estimation for Student’s t VAR Model with Missing Data

A Unified Framework for Structured Graph Learning via Spectral Constraints

General sparse risk parity portfolio design via successive convex optimization

Student's t VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling

Understanding the Quintile Portfolio

Radar Waveform Design via the Majorization-Minimization Framework

A Theoretical Basis for Practitioners Heuristic 1/N and Long-Only Quintile Portfolio

Learning Undirected Graphs in Financial Markets

M-estimators of scatter with eigenvalue shrinkage

Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model

Robust Factor Analysis Parameter Estimation

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance

Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM

Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization–Maximization Approach

Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM

Regularized robust estimation of mean and covariance matrix for incomplete data

Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio

Spectral-based methods for pipeline leakage localization

Accelerating the Multivariate SKEW T Parameter Estimation

Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors

Distributed optimization for Generalized Phase Retrieval over Networks

Large-scale regularized portfolio selection via convex optimization

Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data

Robust Factor Analysis Parameters Estimation

Structured Graph Learning via Laplacian Spectral Constraints

Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints

A Markowitz Portfolio Approach to Options Trading

Mean-Reverting Portfolio With Budget Constraint

MISO Channel Estimation and Tracking from Received Signal Strength Feedback

Optimization Methods for Financial Index Tracking: From Theory to Practice

Sparse Portfolios for High-Dimensional Financial Index Tracking

Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints

Optimization Methods for Financial Index Tracking: From Theory to Practice

Decision Feedback Based Transceiver Optimization for MIMO Inter-Symbol Interference Channels

MIMO Transmit Beampattern Matching Under Waveform Constraint

Optimal Portfolio Design for Statistical Arbitrage in Finance

Parameter Estimation of Heavy-tailed Random Walk Model from Incomplete Data

Sparse Reduced Rank Regression With Nonconvex Regularization

A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization

Cognitive Radar-Based Sequence Design via SINR Maximization

Effective Low-Complexity Optimization Methods for Joint Phase Noise and Channel Estimation in OFDM

Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks

Joint Optimization of Power and Data Transfer in Multiuser MIMO Systems

Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning

Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications

Successive Boolean Optimization of Planar Pixel Antennas

Undersampled Sparse Phase Retrieval via Majorization-Minimization

A Fast Algorithm for Joint Design of Transmit Waveforms and Receive Filters

A Low-Complexity Algorithm for OFDM Phase Noise Estimation

Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks

Mean-Reverting Portfolio Design via Majorization-Minimization Method

Robust Estimation of Mean and Covariance Matrix for Incomplete Data in Financial Applications

Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model

Robust Rank Constrained Kronecker Covariance Matrix Estimation

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems

A Signal Processing Perspective on Financial Engineering

An Online Parallel Algorithm for Recursive Estimation of Sparse Signals

Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization

Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers

Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading

Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems

Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation

PRIME: Phase Retrieval via Majorization-Minimization

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions

Sequence Set Design With Good Correlation Properties Via Majorization-Minimization

Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model

A Signal Processing Perspective on Financial Engineering

A Robust Signal Subspace Estimator

Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation

Optimal Design of Constant-Modulus Channel Training Sequences

Orthogonal Sparse Eigenvectors: A Procrustes Problem

Portfolio Optimization With Asset Selection And Risk Parity Control

PRIME: Phase Retrieval via Majorization-Minimization Technique

Sequence Design To Minimize The Peak Sidelobe Level

SWIPT Techniques for Multiuser MIMO Broadcast Systems

Normalization of Linear Support Vector Machines

Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes

Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions

Robust Optimization of Order Execution

SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design

Sparse Generalized Eigenvalue Problem Via Smooth Optimization

An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks

Linear Support Vector Machines with Normalizations

Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions

Robust Low-Rank Optimization for Large Scale Problems

Convex Separable Problems With Linear Constraints in Signal Processing and Communications

Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems

Energy Efficient Collaborative Beamforming in Wireless Sensor Networks

Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach

Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing

Real and Complex Monotone Communication Games

Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms

A fast algorithm for sparse generalized eigenvalue problem

Convex separable problems with linear and box constraints

Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers

Demand-Side Management via Distributed Energy Generation and Storage Optimization

Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems

Improved Calibration of High-Dimensional Precision Matrices

Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming

Multi-portfolio Optimization: A Potential Game Approach

Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid

On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels

Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints

Robust MIMO Precoding for Several Classes of Channel Uncertainty

Universal Binary Semidefinite Relaxation for ML Signal Detection

Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization

Decomposition by Partial Linearization in Multiuser Systems

Parallel Stochastic Decomposition Algorithms for Multi-agent Systems

Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size

Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints

Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets

Robust Order Execution under Box Uncertainty Sets

Array Gain in the DMT Framework for MIMO Channels

Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk

Majorization Theory with Applications in Signal Processing and Communication Systems

Monotone Games for Cognitive Radio Systems

Calibration of high-dimensional precision matrices under quadratic loss

Day-ahead bidding strategies for demand-side expected cost minimization

Lifetime maximization for beamforming applications in wireless sensor networks

Lorentz-positive mapswith applications to robust MISO downlink beamforming

Multi-portfolio optimization: A potential game approach

Optimal Order Execution for Algorithmic Trading: A CVaR Approach

Robust maximin MIMO precoding for arbitrary convex uncertainty sets

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection

Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors

Quaternion ICA From Second-Order Statistics

Robust MIMO Cognitive Radio Via Game Theory

Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios

Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach

DMA tradeoff for the MIMO static half-duplex relay

Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models

Maximum likelihood ICA of quaternion Gaussian vectors

Code Design for Radar STAP via Optimization Theory

Convex optimization, game theory, and variational inequality theory

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

MIMO Cognitive Radio: A Game Theoretical Approach

On the computation of the capacity region of the discrete MAC

Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming

Robust MMSE precoding in MIMO channels with pre-fixed receivers

Competitive optimization of cognitive radio MIMO systems via game theory

A dual perspective on separable semidefinite programming with applications to optimal beamforming

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

Independent component analysis of quaternion Gaussian vectors

On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels

On the diversity, multiplexing, and array gain tradeoff in MIMO channels

Robust cognitive radio via game theory

Energy-robustness tradeoff in cellular network power control

Flexible Design of Cognitive Radio Wireless Systems

Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels

Joint bit allocation and precoding for MIMO systems with decision feedback detection

Minimum BER linear MIMO transceivers with adaptive number of substreams

Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems

The MIMO Iterative Waterfilling Algorithm

Worst-case robust MIMO transmission with imperfect channel knowledge

Convex Optimization in Signal Processing and Communications

Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory

Maximin robust design for MIMO communication systems against imperfect CSIT

On optimal precoding in linear vector gaussian channels with arbitrary input distribution

Optimal bit loading for MIMO systems with decision feedback detection

Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels

Cognitive MIMO radio

Competitive design of multiuser MIMO systems based on game theory: A unified view

Game theory in communication systems

Lautum information

Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria

Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms

Statistically robust design of linear MIMO transceivers

A multivariate generalization of Costa's entropy power inequality

Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework

Image deblocking using convex optimization

MIMO cognitive radio: A game theoretical approach

Objective assessment of audio quality

Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems

Patterned complex-valued matrix derivatives

Practical implementation of jointly designed transmit-receive space-time IIR filters

The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem

Alternative distributed algorithms for network utility maximization: Framework and applications

High-SNR analytical performance of spatial multiplexing MIMO systems with CSI

Power control by geometric programming

Representation of mutual information via input estimates

Adaptive orthogonal beamforming for the MIMO broadcast channel

Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework

Decision feedback based transceiver optimization for MIMO intersymbol interference channels

Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset

Exploiting hidden convexity for flexible and robust resource allocation in cellular networks

On equal constellation minimum BER linear MIMO transceivers

Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory

Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function

Robust MAC MIMO transceiver design with partial CSIT and CSIR

The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem

Unified theory of complex-valued matrix differentiation

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization

A tutorial on decomposition methods for network utility maximization

Gradient of mutual information in linear vector Gaussian channels

MIMO Transceiver Design via Majorization Theory

Alternative decompositions for distributed maximization of network utility: Framework and applications

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework

Distributed optimization of coupled systems with applications to network utility maximization

Lautum information

Potential games: A framework for vector power control problems with coupled constraints

Robust design of linear MIMO transceivers under channel uncertainty

Simultaneous iterative water-filling for Gaussian frequency-selective interference channels

Convex primal decomposition for multicarrier linear MIMO transceivers

Designing MIMO communication systems: Constellation choice and linear transceiver design

Minimum BER Linear Transceivers for MIMO Channels via Primal Decomposition

Practical algorithms for a family of waterfilling Solutions

Convex Optimization Theory Applied to Joint Transmitter-Receiver Design in MIMO Channels

Unified design of linear transceivers for MIMO channels

Alternative decompositions and distributed algorithms for network utility maximization

Analytical BER performance in spatial multiplexing MIMO systems

Estimation-Theoretic Representation of Mutual Information

Robust design of linear MIMO transceiver for low SNR

Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms

Optimum linear joint transmit-receive processing for MIMO channels with QoS constraints

Unified framework for linear MIMO transceivers with shaping constraints

Decode-and-Forward Protocol for Cooperative Diversity in Multi-Antenna Wireless Networks

Joint transmit-receive space-time equalization in spatially correlated MIMO channels: A beamforming approach

Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization

Uniform power allocation in MIMO channels: A game-theoretic approach

Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels

Real-Time Scheduling for Wireless Multiuser MISO Systems under different Fairness Criteria

Uniform power allocation in MIMO channels: A game-theoretic approach

Optimum joint transmit-receive linear processing for vectored DSL transmission with QoS requirements

Power Allocation Techniques for Joint Beamforming in OFDM-MIMO Channels

Temporal diversity on DS-CDMA communication systems for blind array signal processing

Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission

Capacity results of spatially correlated frequency-selective MIMO channels in UMTS

Information-theoretic results for realistic UMTS MIMO channels

Self-reference Spatial Diversity Processing for Spread Spectrum Communications

Diversidad espacio/tiempo en transmisión-recepción para comunicaciones móviles

MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems

Optimum self-reference spatial diversity processing for FDSS and FH communication systems

Self-reference beamforming for DS-CDMA communication systems

Self-reference Spatial Diversity Processing for Spread Spectrum Communications

Re-optimization of LPC filters for multi-pulse coded excitation

Blind beamforming for DS-CDMA systems

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance

Article

Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM

Article

Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization–Maximization Approach

Article

Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM

Article

Regularized robust estimation of mean and covariance matrix for incomplete data

Article

Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio

Article

Spectral-based methods for pipeline leakage localization

Article

Accelerating the Multivariate SKEW T Parameter Estimation

Conference paper

Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors

Conference paper

Distributed optimization for Generalized Phase Retrieval over Networks

Conference paper

Large-scale regularized portfolio selection via convex optimization

Conference paper

Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data

Conference paper

Robust Factor Analysis Parameters Estimation

Conference paper

Structured Graph Learning via Laplacian Spectral Constraints

Conference paper

Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints

Conference paper

A Markowitz Portfolio Approach to Options Trading

Article

Mean-Reverting Portfolio With Budget Constraint

Article

MISO Channel Estimation and Tracking from Received Signal Strength Feedback

Article

Optimization Methods for Financial Index Tracking: From Theory to Practice

Article

Sparse Portfolios for High-Dimensional Financial Index Tracking

Article

Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints

Article

Optimization Methods for Financial Index Tracking: From Theory to Practice

Book

Decision Feedback Based Transceiver Optimization for MIMO Inter-Symbol Interference Channels

Conference paper

MIMO Transmit Beampattern Matching Under Waveform Constraint

Conference paper

Optimal Portfolio Design for Statistical Arbitrage in Finance

Conference paper

Parameter Estimation of Heavy-tailed Random Walk Model from Incomplete Data

Conference paper

Sparse Reduced Rank Regression With Nonconvex Regularization

Conference paper

A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization

Article

Cognitive Radar-Based Sequence Design via SINR Maximization

Article

Effective Low-Complexity Optimization Methods for Joint Phase Noise and Channel Estimation in OFDM

Article

Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks

Article

Joint Optimization of Power and Data Transfer in Multiuser MIMO Systems

Article

Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning

Article

Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications

Article

Successive Boolean Optimization of Planar Pixel Antennas

Article

Undersampled Sparse Phase Retrieval via Majorization-Minimization

Article

A Fast Algorithm for Joint Design of Transmit Waveforms and Receive Filters

Conference paper

A Low-Complexity Algorithm for OFDM Phase Noise Estimation

Conference paper

Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks

Conference paper

Mean-Reverting Portfolio Design via Majorization-Minimization Method

Conference paper

Robust Estimation of Mean and Covariance Matrix for Incomplete Data in Financial Applications

Conference paper

Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model

Conference paper

Robust Rank Constrained Kronecker Covariance Matrix Estimation

Conference paper

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems

Article

A Signal Processing Perspective on Financial Engineering

Article

An Online Parallel Algorithm for Recursive Estimation of Sparse Signals

Article

Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization

Article

Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers

Article

Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading

Article

Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems

Article

Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation

Article

PRIME: Phase Retrieval via Majorization-Minimization

Article

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions

Article

Sequence Set Design With Good Correlation Properties Via Majorization-Minimization

Article

Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model

Article

A Signal Processing Perspective on Financial Engineering

Book

A Robust Signal Subspace Estimator

Conference paper

Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation

Conference paper

Optimal Design of Constant-Modulus Channel Training Sequences

Conference paper

Orthogonal Sparse Eigenvectors: A Procrustes Problem

Conference paper

Portfolio Optimization With Asset Selection And Risk Parity Control

Conference paper

PRIME: Phase Retrieval via Majorization-Minimization Technique

Conference paper

Sequence Design To Minimize The Peak Sidelobe Level

Conference paper

SWIPT Techniques for Multiuser MIMO Broadcast Systems

Conference paper

Normalization of Linear Support Vector Machines

Article

Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes

Article

Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions

Article

Robust Optimization of Order Execution

Article

SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design

Article

Sparse Generalized Eigenvalue Problem Via Smooth Optimization

Article

An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks

Conference paper

Linear Support Vector Machines with Normalizations

Conference paper

Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes

Conference paper

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions

Conference paper

Robust Low-Rank Optimization for Large Scale Problems

Conference paper

Convex Separable Problems With Linear Constraints in Signal Processing and Communications

Article

Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems

Article

Energy Efficient Collaborative Beamforming in Wireless Sensor Networks

Article

Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach

Article

Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing

Article

Real and Complex Monotone Communication Games

Article

Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms

Article

A fast algorithm for sparse generalized eigenvalue problem

Conference paper

Convex separable problems with linear and box constraints

Conference paper

Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers

Conference paper

Demand-Side Management via Distributed Energy Generation and Storage Optimization

Article

Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems

Article

Improved Calibration of High-Dimensional Precision Matrices

Article

Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming

Article

Multi-portfolio Optimization: A Potential Game Approach

Article

Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid

Article

On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels

Article

Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints

Article

Robust MIMO Precoding for Several Classes of Channel Uncertainty

Article

Universal Binary Semidefinite Relaxation for ML Signal Detection

Article

Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization

Conference paper

Decomposition by Partial Linearization in Multiuser Systems

Conference paper

Parallel Stochastic Decomposition Algorithms for Multi-agent Systems

Conference paper

Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size

Conference paper

Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints

Conference paper

Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets

Conference paper

Robust Order Execution under Box Uncertainty Sets

Conference paper

Array Gain in the DMT Framework for MIMO Channels

Article

Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk

Article

Majorization Theory with Applications in Signal Processing and Communication Systems

Book chapter

Monotone Games for Cognitive Radio Systems

Book chapter

Calibration of high-dimensional precision matrices under quadratic loss

Conference paper

Day-ahead bidding strategies for demand-side expected cost minimization

Conference paper

Lifetime maximization for beamforming applications in wireless sensor networks

Conference paper

Lorentz-positive mapswith applications to robust MISO downlink beamforming

Conference paper

Multi-portfolio optimization: A potential game approach

Conference paper

Optimal Order Execution for Algorithmic Trading: A CVaR Approach

Conference paper

Robust maximin MIMO precoding for arbitrary convex uncertainty sets

Conference paper

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection

Article

Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors

Article

Quaternion ICA From Second-Order Statistics

Article

Robust MIMO Cognitive Radio Via Game Theory

Article

Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios

Conference paper

Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach

Conference paper

DMA tradeoff for the MIMO static half-duplex relay

Conference paper

Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models

Conference paper

Maximum likelihood ICA of quaternion Gaussian vectors

Conference paper

Code Design for Radar STAP via Optimization Theory

Article

Convex optimization, game theory, and variational inequality theory

Article

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

Article

MIMO Cognitive Radio: A Game Theoretical Approach

Article

On the computation of the capacity region of the discrete MAC

Article

Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming

Article

Robust MMSE precoding in MIMO channels with pre-fixed receivers

Article

Competitive optimization of cognitive radio MIMO systems via game theory

Book chapter

A dual perspective on separable semidefinite programming with applications to optimal beamforming

Conference paper

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

Conference paper

Independent component analysis of quaternion Gaussian vectors

Conference paper

On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels

Conference paper

On the diversity, multiplexing, and array gain tradeoff in MIMO channels

Conference paper

Robust cognitive radio via game theory

Conference paper

Energy-robustness tradeoff in cellular network power control

Article

Flexible Design of Cognitive Radio Wireless Systems

Article

Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels

Article

Joint bit allocation and precoding for MIMO systems with decision feedback detection

Article

Minimum BER linear MIMO transceivers with adaptive number of substreams

Article

Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems

Article

The MIMO Iterative Waterfilling Algorithm

Article

Worst-case robust MIMO transmission with imperfect channel knowledge

Article

Convex Optimization in Signal Processing and Communications

Book

Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory

Conference paper

Maximin robust design for MIMO communication systems against imperfect CSIT

Conference paper

On optimal precoding in linear vector gaussian channels with arbitrary input distribution

Conference paper

Optimal bit loading for MIMO systems with decision feedback detection

Conference paper

Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design

Conference paper

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels

Article

Cognitive MIMO radio

Article

Competitive design of multiuser MIMO systems based on game theory: A unified view

Article

Game theory in communication systems

Article

Lautum information

Article

Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria

Article

Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms

Article

Statistically robust design of linear MIMO transceivers

Article

A multivariate generalization of Costa's entropy power inequality

Conference paper

Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework

Conference paper

Image deblocking using convex optimization

Conference paper

MIMO cognitive radio: A game theoretical approach

Conference paper

Objective assessment of audio quality

Conference paper

Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems

Conference paper

Patterned complex-valued matrix derivatives

Conference paper

Practical implementation of jointly designed transmit-receive space-time IIR filters

Conference paper

The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem

Conference paper

Alternative distributed algorithms for network utility maximization: Framework and applications

Article

High-SNR analytical performance of spatial multiplexing MIMO systems with CSI

Article

Power control by geometric programming

Article

Representation of mutual information via input estimates

Article

Adaptive orthogonal beamforming for the MIMO broadcast channel

Conference paper

Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework

Conference paper

Decision feedback based transceiver optimization for MIMO intersymbol interference channels

Conference paper

Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset

Conference paper

Exploiting hidden convexity for flexible and robust resource allocation in cellular networks

Conference paper

On equal constellation minimum BER linear MIMO transceivers

Conference paper

Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory

Conference paper

Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function

Conference paper

Robust MAC MIMO transceiver design with partial CSIT and CSIR

Conference paper

The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem

Conference paper

Unified theory of complex-valued matrix differentiation

Conference paper

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization

Article

A tutorial on decomposition methods for network utility maximization

Article

Gradient of mutual information in linear vector Gaussian channels

Article

MIMO Transceiver Design via Majorization Theory

Book

Alternative decompositions for distributed maximization of network utility: Framework and applications

Conference paper

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework

Conference paper

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Simultaneous iterative water-filling for Gaussian frequency-selective interference channels

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Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels

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Temporal diversity on DS-CDMA communication systems for blind array signal processing

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Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission

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Capacity results of spatially correlated frequency-selective MIMO channels in UMTS

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Information-theoretic results for realistic UMTS MIMO channels

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Self-reference Spatial Diversity Processing for Spread Spectrum Communications

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MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems

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Optimum self-reference spatial diversity processing for FDSS and FH communication systems

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Self-reference beamforming for DS-CDMA communication systems

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Self-reference Spatial Diversity Processing for Spread Spectrum Communications

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Re-optimization of LPC filters for multi-pulse coded excitation

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Blind beamforming for DS-CDMA systems

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