Zhi-Quan Luo
Orcid: 0000-0003-3995-914X
According to our database1,
Zhi-Quan Luo
authored at least 381 papers
between 1987 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2007, "For contributions to modern optimization and its applications in signal processing and digital communications".
Timeline
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Bibliography
2024
IEEE Trans. Signal Process., 2024
Downlink Channel Covariance Matrix Reconstruction for FDD Massive MIMO Systems With Limited Feedback.
IEEE Trans. Signal Process., 2024
Prior-dependent analysis of posterior sampling reinforcement learning with function approximation.
CoRR, 2024
HyperAgent: A Simple, Scalable, Efficient and Provable Reinforcement Learning Framework for Complex Environments.
CoRR, 2024
2023
IEEE Commun. Mag., June, 2023
Configuring Intelligent Reflecting Surface With Performance Guarantees: Blind Beamforming.
IEEE Trans. Wirel. Commun., May, 2023
IEEE Wirel. Commun. Lett., March, 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Signal Process., 2023
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets.
IEEE Trans. Signal Process., 2023
IEEE Trans. Signal Process., 2023
Towards Efficient Large-Scale Network Slicing: An LP Dynamic Rounding-and-Refinement Approach.
IEEE Trans. Signal Process., 2023
A penalized inequality-constrained approach for robust beamforming with DoF limitation.
Signal Process., 2023
CoRR, 2023
TeleQnA: A Benchmark Dataset to Assess Large Language Models Telecommunications Knowledge.
CoRR, 2023
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models.
CoRR, 2023
Regret Bounds for Risk-sensitive Reinforcement Learning with Lipschitz Dynamic Risk Measures.
CoRR, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
An Exploration-Estimation Beamforming Scheme For 5GNR FDD Massive MIMO Communications.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Towards Memory- and Time-Efficient Backpropagation for Training Spiking Neural Networks.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE International Conference on Communications, 2023
2022
A Global Dual Error Bound and Its Application to the Analysis of Linearly Constrained Nonconvex Optimization.
SIAM J. Optim., September, 2022
Resource Reservation in Backhaul and Radio Access Network With Uncertain User Demands.
IEEE Trans. Veh. Technol., 2022
Decentralized Non-Convex Learning With Linearly Coupled Constraints: Algorithm Designs and Application to Vertical Learning Problem.
IEEE Trans. Signal Process., 2022
Interference-Aware NFV-Enabled Multicast Service in Resource-Constrained Wireless Mesh Networks.
IEEE Trans. Netw. Serv. Manag., 2022
Neural Networks, 2022
Configuring Intelligent Reflecting Surface With Performance Guarantees: Optimal Beamforming.
IEEE J. Sel. Top. Signal Process., 2022
IEEE J. Sel. Top. Signal Process., 2022
Trade-Off Between Efficiency and Complexity in Multi-Stage Embedding of Multicast VNF Service Chains.
IEEE Commun. Lett., 2022
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds.
CoRR, 2022
Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis.
CoRR, 2022
CoRR, 2022
Understanding Adversarial Imitation Learning in Small Sample Regime: A Stage-coupled Analysis.
CoRR, 2022
CoRR, 2022
Balanced resource allocation for VNF service chain provisioning in inter-datacenter elastic optical networks.
Comput. Networks, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Optimal Qos-Aware Network Slicing for Service-Oriented Networks with Flexible Routing.
Proceedings of the IEEE International Conference on Acoustics, 2022
Training High-Performance Low-Latency Spiking Neural Networks by Differentiation on Spike Representation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE Trans. Wirel. Commun., 2021
Distributed Stochastic Consensus Optimization With Momentum for Nonconvex Nonsmooth Problems.
IEEE Trans. Signal Process., 2021
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency.
IEEE Trans. Netw. Serv. Manag., 2021
Signal Process., 2021
IEEE Commun. Lett., 2021
Towards Efficient Large-Scale Network Slicing: An LP Rounding-and-Refinement Approach.
CoRR, 2021
Digital Twin-Aided Learning to Enable Robust Beamforming: Limited Feedback Meets Deep Generative Models.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Learning Enhanced Beamforming Vector From CQIs in 5G NR FDD Massive MIMO Systems: A Tuning-free Approach.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Pushing The Limit of Type I Codebook For Fdd Massive Mimo Beamforming: A Channel Covariance Reconstruction Approach.
Proceedings of the IEEE International Conference on Acoustics, 2021
An Efficient Linear Programming Rounding-and-Refinement Algorithm for Large-Scale Network Slicing Problem.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE Global Communications Conference, 2021
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model.
IEEE Trans. Signal Process., 2020
A Proximal Alternating Direction Method of Multiplier for Linearly Constrained Nonconvex Minimization.
SIAM J. Optim., 2020
Math. Oper. Res., 2020
A Block Successive Upper-Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization.
Math. Oper. Res., 2020
CoRR, 2020
Resource Provisioning for Virtual Network Function Deployment with In-Subnetwork Processing.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency.
Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Beam Pattern Synthesis for Conformal Array with Sidelobe and Polarization Control: A Penalized Inequality Approach.
Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020
A Proximal Dual Consensus Method for Linearly Coupled Multi-Agent Non-Convex Optimization.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Joint Resource Allocation and Routing for Service Function Chaining with In-Subnetwork Processing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Evaluation of Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Approach for Hearing Devices with Attention Switching.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
IEEE Trans. Commun., 2019
IEEE Signal Process. Lett., 2019
A linearly convergent doubly stochastic Gauss-Seidel algorithm for solving linear equations and a certain class of over-parameterized optimization problems.
Math. Program., 2019
Weak Stability of <i>ℓ</i><sub>1</sub>-Minimization Methods in Sparse Data Reconstruction.
Math. Oper. Res., 2019
Overcoming DoF Limitation in Robust Beamforming: A Penalized Inequality-Constrained Approach.
CoRR, 2019
A General O(n<sup>2</sup>) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM.
CoRR, 2019
Linear Multiple Low-Rank Kernel Based Stationary Gaussian Processes Regression for Time Series.
CoRR, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
A Joint Auditory Attention Decoding and Adaptive Binaural Beamforming Algorithm for Hearing Devices.
Proceedings of the IEEE International Conference on Acoustics, 2019
A New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-rank Signal Model.
Proceedings of the IEEE International Conference on Acoustics, 2019
Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Block Successive Convex Approximation Algorithms for Nonsmooth Nonconvex Optimization.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
A New Sequential Optimization Procedure and Its Applications to Resource Allocation for Wireless Systems.
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Inf. Process. over Networks, 2018
Bilinear Factor Matrix Norm Minimization for Robust PCA: Algorithms and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Math. Program., 2018
An Alternating Minimization Approach to Optimizing Subarray Configuration for a Large Phased Array.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018
Online MEM Based Binary Classification Algorithm for China Mobile Imbalanced Dataset.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Evaluation of the Penalized Inequality Constrained Minimum Variance Beamformer for Hearing Aids.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Sparse Structure Enabled Grid Spectral Mixture Kernel for Temporal Gaussian Process Regression.
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
Dynamic Resource Allocation for Energy Efficient Transmission in Digital Subscriber Lines.
IEEE Trans. Signal Process., 2017
On the Complexity of Optimal Power Allocation in a Multi-Tone Multiuser Communication System.
IEEE Trans. Inf. Theory, 2017
Math. Program., 2017
Math. Program., 2017
Constructing New Weighted <i>ℓ</i><sub>1</sub>-Algorithms for the Sparsest Points of Polyhedral Sets.
Math. Oper. Res., 2017
IEEE J. Sel. Areas Commun., 2017
CoRR, 2017
CoRR, 2017
A penalized inequality-constrained minimum variance beamformer with applications in hearing aids.
Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
A two-stage optimization approach to the asynchronous multi-sensor registration problem.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017
2016
SINR Constrained Beamforming for a MIMO Multi-User Downlink System: Algorithms and Convergence Analysis.
IEEE Trans. Signal Process., 2016
IEEE Trans. Inf. Theory, 2016
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing.
IEEE Signal Process. Mag., 2016
Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems.
SIAM J. Optim., 2016
A Stochastic Successive Minimization Method for Nonsmooth Nonconvex Optimization with Applications to Transceiver Design in Wireless Communication Networks.
Math. Program., 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the Big Data over Networks, 2016
2015
Interference Alignment Using Finite and Dependent Channel Extensions: The Single Beam Case.
IEEE Trans. Inf. Theory, 2015
Joint Downlink Base Station Association and Power Control for Max-Min Fairness: Computation and Complexity.
IEEE J. Sel. Areas Commun., 2015
CoRR, 2015
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015
Proceedings of the 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2015
Combining sparse NMF with deep neural network: A new classification-based approach for speech enhancement.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Incorporating spatial information in binaural beamforming for noise suppression in hearing aids.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the IEEE 56th Annual Symposium on Foundations of Computer Science, 2015
2014
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Base Station Activation and Linear Transceiver Design for Optimal Resource Management in Heterogeneous Networks.
IEEE Trans. Signal Process., 2014
IEEE Signal Process. Mag., 2014
Semidefinite Approximation for Mixed Binary Quadratically Constrained Quadratic Programs.
SIAM J. Optim., 2014
IEEE J. Sel. Areas Commun., 2014
Joint base station clustering and beamformer design for partial coordinated transmission using statistical channel state information.
Proceedings of the 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Joint day-ahead power procurement and load scheduling using stochastic alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Acoustics, 2014
Globally optimal joint uplink base station association and power control for max-min fairness.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Max-min network flow and resource allocation for backhaul constrained heterogeneous wireless networks.
Proceedings of the IEEE International Conference on Acoustics, 2014
A block coordinate descent method of multipliers: Convergence analysis and applications.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel.
IEEE Trans. Signal Process., 2013
IEEE Trans. Signal Process., 2013
Distributed Linear Precoder Optimization and Base Station Selection for an Uplink Heterogeneous Network.
IEEE Trans. Signal Process., 2013
Distributed Optimization in an Energy-Constrained Network: Analog Versus Digital Communication Schemes.
IEEE Trans. Inf. Theory, 2013
Linear transceiver design for a MIMO interfering broadcast channel achieving max-min fairness.
Signal Process., 2013
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization.
SIAM J. Optim., 2013
IEEE J. Sel. Areas Commun., 2013
Joint User Grouping and Linear Virtual Beamforming: Complexity, Algorithms and Approximation Bounds.
IEEE J. Sel. Areas Commun., 2013
Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks.
IEEE J. Sel. Areas Commun., 2013
Solving Multiple-Block Separable Convex Minimization Problems Using Two-Block Alternating Direction Method of Multipliers.
CoRR, 2013
Two Performance-limiting Factors for Interference Alignment: Channel Diversity Order and the Number of Data Streams Per User.
CoRR, 2013
Long-term transmit point association for coordinated multipoint transmission by stochastic optimization.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
A stochastic weighted MMSE approach to sum rate maximization for a MIMO interference channel.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
A single channel speech enhancement approach by combining statistical criterion and multi-frame sparse dictionary learning.
Proceedings of the INTERSPEECH 2013, 2013
A novel single channel speech enhancement approach by combining Wiener filter and dictionary learning.
Proceedings of the IEEE International Conference on Acoustics, 2013
Base station activation and linear transceiver design for utility maximization in Heterogeneous networks.
Proceedings of the IEEE International Conference on Acoustics, 2013
An alternating optimization algorithm for the MIMO secrecy capacity problem under sum power and per-antenna power constraints.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Signal Process., 2012
On the Degrees of Freedom Achievable Through Interference Alignment in a MIMO Interference Channel.
IEEE Trans. Signal Process., 2012
IEEE Trans. Inf. Theory, 2012
Robust SINR-Constrained MISO Downlink Beamforming: When is Semidefinite Programming Relaxation Tight?
EURASIP J. Wirel. Commun. Netw., 2012
Decomposition by Successive Convex Approximation: A Unifying Approach for Linear Transceiver Design in Heterogeneous Networks.
CoRR, 2012
CoRR, 2012
Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogenous Networks
CoRR, 2012
Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012
Optimal joint base station assignment and downlink beamforming for heterogeneous networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Maximum likelihood estimation of transition probabilities using analytical center cutting plane method for unknown maneuvering emitter tracking by a wireless sensor network.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Joint linear precoder optimization and base station selection for an uplink MIMO network: A game theoretic approach.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast Channel.
IEEE Trans. Signal Process., 2011
IEEE Trans. Signal Process., 2011
Coordinated Beamforming for MISO Interference Channel: Complexity Analysis and Efficient Algorithms.
IEEE Trans. Signal Process., 2011
IEEE Trans. Commun., 2011
IEEE J. Sel. Top. Signal Process., 2011
Efficient semidefinite relaxation for robust geolocation of unknown emitter by a satellite cluster using TDOA and FDOA measurements.
Proceedings of the IEEE International Conference on Acoustics, 2011
Convex relaxation approaches to maximum likelihood DOA estimation in ULA's and UCA's with unknown mutual coupling.
Proceedings of the IEEE International Conference on Acoustics, 2011
Efficient convex optimization for real-time robust beamforming with microphone arrays.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011
2010
IEEE Signal Process. Mag., 2010
A Semidefinite Relaxation Scheme for Multivariate Quartic Polynomial Optimization with Quadratic Constraints.
SIAM J. Optim., 2010
SIAM J. Optim., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
SDP relaxation of homogeneous quadratic optimization.
Proceedings of the Convex Optimization in Signal Processing and Communications., 2010
2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Efficient convex relaxation methods for robust target localization by a sensor network using time differences of arrivals.
IEEE Trans. Signal Process., 2009
Efficient batch and adaptive approximation algorithms for joint multicast beamforming and admission control.
IEEE Trans. Signal Process., 2009
Design of Phase Codes for Radar Performance Optimization With a Similarity Constraint.
IEEE Trans. Signal Process., 2009
Duality gap estimation and polynomial time approximation for optimal spectrum management.
IEEE Trans. Signal Process., 2009
Efficient implementation of quasi-maximum-likelihood detection based on semidefinite relaxation.
IEEE Trans. Signal Process., 2009
A generalized iterative water-filling algorithm for distributed power control in the presence of a jammer.
IEEE Trans. Signal Process., 2009
IEEE Trans. Inf. Theory, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Distributed optimization in an energy-constrained network using a digital communication scheme.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the Handbook of Algorithms for Physical Design Automation., 2008
IEEE Trans. Wirel. Commun., 2008
Convex approximation techniques for joint multiuser downlink beamforming and admission control.
IEEE Trans. Wirel. Commun., 2008
IEEE Trans. Signal Process., 2008
Quality of Service and Max-Min Fair Transmit Beamforming to Multiple Cochannel Multicast Groups.
IEEE Trans. Signal Process., 2008
Distributed Beamforming for Relay Networks Based on Second-Order Statistics of the Channel State Information.
IEEE Trans. Signal Process., 2008
Approximation Bounds for Semidefinite Relaxation of Max-Min-Fair Multicast Transmit Beamforming Problem.
IEEE Trans. Signal Process., 2008
A Geometric Programming-Based Worst Case Gate Sizing Method Incorporating Spatial Correlation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2008
SIAM J. Optim., 2008
IEEE J. Sel. Top. Signal Process., 2008
Proceedings of the Internet and Network Economics, 4th International Workshop, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Network beamforming based on second order statistics of the channel state information.
Proceedings of the IEEE International Conference on Acoustics, 2008
A convex optimization method for joint mean and variance parameter estimation of large-margin CDHMM.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
IEEE Trans. Signal Process., 2007
IEEE Trans. Signal Process., 2007
IEEE Trans. Signal Process., 2007
Multiterminal Source-Channel Communication Over an Orthogonal Multiple-Access Channel.
IEEE Trans. Inf. Theory, 2007
IEEE Signal Process. Lett., 2007
Approximation Bounds for Quadratic Optimization with Homogeneous Quadratic Constraints.
SIAM J. Optim., 2007
J. Sel. Topics Signal Processing, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Distributed Sensor Network Localization with Inaccurate Anchor Positions and Noisy Distance Information.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Joint Multiuser Downlink Beamforming and Admission Control: A Semidefinite Relaxation Approach.
Proceedings of the IEEE International Conference on Acoustics, 2007
Efficient Implementation of a Quasi-Maximum-Likelihood Detector Based on Semi-Definite Relaxation.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEEE Trans. Signal Process., 2006
IEEE Trans. Signal Process., 2006
IEEE Signal Process. Mag., 2006
IEEE Signal Process. Mag., 2006
A Semidefinite Relaxation Approach to MIMO Detection for High-Order QAM Constellations.
IEEE Signal Process. Lett., 2006
IEEE J. Sel. Areas Commun., 2006
Multicarrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels.
IEEE J. Sel. Areas Commun., 2006
IEEE J. Sel. Areas Commun., 2006
Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines.
EURASIP J. Adv. Signal Process., 2006
EURASIP J. Adv. Signal Process., 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Optimum Power Allocation for Cooperative Systems with Orthogonal Space-Time Transmissions.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Proceedings of IEEE International Conference on Communications, 2006
Optimal Dimensionality Reduction for Multi-Sensor Fusion in the Presence of Fading and Noise.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
An Efficient Algorithm for Optimum Power Allocation in a Decode-And-Forward Cooperative System with Orthogonal Transmissions.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Robust blind multiuser detection against signature waveform mismatch based on second-order cone programming.
IEEE Trans. Wirel. Commun., 2005
Robust blind multiuser detection based on the worst-case performance optimization of the MMSE receiver.
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Inf. Theory, 2005
IEEE Trans. Inf. Theory, 2005
IEEE Trans. Commun., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
An isotropic universal decentralized estimation scheme for a bandwidth constrained ad hoc sensor network.
IEEE J. Sel. Areas Commun., 2005
Minimum Energy Decentralized Estimation in a Wireless Sensor Network with Correlated Sensor Noises.
EURASIP J. Wirel. Commun. Netw., 2005
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Minimum energy decentralized estimation in sensor network with correlated sensor noise.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Performance analysis of quasi-maximum-likelihood detector based on semi-definite programming.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 42nd Design Automation Conference, 2005
2004
IEEE Trans. Signal Process., 2004
Adaptive beamforming with joint robustness against mismatched signal steering vector and interference nonstationarity.
IEEE Signal Process. Lett., 2004
A nonlinear complementarity approach to multiuser power control for digital subscriber lines.
Optim. Methods Softw., 2004
IEEE J. Sel. Areas Commun., 2004
Proceedings of the First Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
Design of edge-disjoint path protected WDM networks: asymptotic optimality of shortest path.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
2003
Robust adaptive beamforming using worst-case performance optimization: a solution to the signal mismatch problem.
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
IEEE Trans. Signal Process., 2003
Adaptive beamforming with sidelobe control: a second-order cone programming approach.
IEEE Signal Process. Lett., 2003
A Sequential Quadratically Constrained Quadratic Programming Method for Differentiable Convex Minimization.
SIAM J. Optim., 2003
Math. Program., 2003
Proceedings of IEEE International Conference on Communications, 2003
Reconfiguration with no service disruption in multifiber WDM networks based on Lagrangean decomposition.
Proceedings of IEEE International Conference on Communications, 2003
Adaptive beamforming with joint robustness against signal steering vector errors and interference nonstationarity.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Robust adaptive beamforming using worst-case SINR optimization: a new diagonal loading-type solution for general-rank signal models.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Global Telecommunications Conference, 2003
2002
Quasi-maximum-likelihood multiuser detection using semi-definite relaxation with application to synchronous CDMA.
IEEE Trans. Signal Process., 2002
IEEE Trans. Signal Process., 2002
Linear matrix inequality formulation of spectral mask constraints with applications to FIR filter design.
IEEE Trans. Signal Process., 2002
IEEE Signal Process. Lett., 2002
SIAM J. Optim., 2002
SIAM J. Optim., 2002
Multi-carrier multiple access is sum-rate optimal for block transmissions over circulant ISI channels.
Proceedings of the IEEE International Conference on Communications, 2002
Proceedings of the IEEE International Conference on Communications, 2002
Robust adaptive beamforming using worst-case performance optimization via Second-Order Cone programming.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
A Lagrangean decomposition approach for the routing and wavelength assignment in multifiber WDM networks.
Proceedings of the Global Telecommunications Conference, 2002
2001
Interior point least squares estimation: transient convergence analysis and application to MMSE decision-feedback equalization.
IEEE Trans. Signal Process., 2001
IEEE Trans. Syst. Man Cybern. Part A, 2001
Proceedings of the IEEE International Conference on Communications, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
IEEE Trans. Signal Process., 2000
IEEE Trans. Signal Process., 2000
IEEE Trans. Signal Process., 2000
IEEE Trans. Commun., 2000
Unexpected properties and optimum-distributed sensor detectors for dependent observation cases.
IEEE Trans. Autom. Control., 2000
New error bounds and their applications to convergence analysis of iterative algorithms.
Math. Program., 2000
A Polynomial Cutting Surfaces Algorithm for the Convex Feasibility Problem Defined by Self-Concordant Inequalities.
Comput. Optim. Appl., 2000
Design of robust redundant precoding filter banks with zero-forcing equalizers for unknown frequency-selective channels.
Proceedings of the IEEE International Conference on Acoustics, 2000
Interior point least squares estimation: exploiting transient convergence in MMSE decision-feedback equalization.
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Trans. Signal Process., 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Adaptive parameter estimation using interior point optimization techniques: convergence analysis.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Superlinear Convergence of a Symmetric Primal-Dual Path Following Algorithm for Semidefinite Programming.
SIAM J. Optim., 1998
An Analytic Center Based Column Generation Algorithm for Convex Quadratic Feasibility Problems.
SIAM J. Optim., 1998
A Globally Convergent Sequential Quadratic Programming Algorithm for Mathematical Programs with Linear Complementarity Constraints.
Comput. Optim. Appl., 1998
1997
Analysis of a Cutting Plane Method That Uses Weighted Analytic Center and Multiple Cuts.
SIAM J. Optim., 1997
1996
Optimum filter banks for signal decomposition and its application in adaptive echo cancellation.
IEEE Trans. Signal Process., 1996
Complexity Analysis of an Interior Cutting Plane Method for Convex Feasibility Problems.
SIAM J. Optim., 1996
Exact penalization and stationarity conditions of mathematical programs with equilibrium constraints.
Math. Program., 1996
On Computing the Nested Sums and Infimal Convolutions of Convex Piecewise-Linear Functions.
J. Algorithms, 1996
1995
IEEE Trans. Signal Process., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
SIAM J. Matrix Anal. Appl., April, 1994
IEEE Trans. Inf. Theory, 1994
IEEE Trans. Autom. Control., 1994
J. Complex., 1994
Comput. Optim. Appl., 1994
1993
Design of optimum signals for the simultaneous estimation of time delay and Doppler shift.
IEEE Trans. Signal Process., 1993
Error Bound and Reduced-Gradient Projection Algorithms for Convex Minimization over a Polyhedral Set.
SIAM J. Optim., 1993
On the Convergence Rate of Dual Ascent Methods for Linearly Constrained Convex Minimization.
Math. Oper. Res., 1993
Error bounds and convergence analysis of feasible descent methods: a general approach.
Ann. Oper. Res., 1993
1992
Error Bound and Convergence Analysis of Matrix Splitting Algorithms for the Affine Variational Inequality Problem.
SIAM J. Optim., 1992
On a global error bound for a class of monotone affine variational inequality problems.
Oper. Res. Lett., 1992
1991
SIAM J. Comput., 1991
On the Convergence of the LMS Algorithm with Adaptive Learning Rate for Linear Feedforward Networks.
Neural Comput., 1991
1990
Proceedings of the Advances in Computing and Information, 1990
Proceedings of the 31st Annual Symposium on Foundations of Computer Science, 1990
1987