Vikram Krishnamurthy
Orcid: 0000-0002-4170-6056Affiliations:
- Cornell University, Ithaca, NY, USA
- University of British Columbia, Vancouver, Canada
According to our database1,
Vikram Krishnamurthy
authored at least 410 papers
between 1991 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2005, "For contributions to adaptive sensor signal processing.".
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
IEEE Trans. Comput. Soc. Syst., April, 2024
Fisher Information Approach for Masking the Sensing Plan: Applications in Multifunction Radars.
CoRR, 2024
2023
IEEE Trans. Aerosp. Electron. Syst., December, 2023
IEEE Trans. Aerosp. Electron. Syst., December, 2023
Adaptive Filtering Algorithms for Set-Valued Observations - Symmetric Measurement Approach to Unlabeled and Anonymized Data.
IEEE Trans. Signal Process., 2023
Necessary and Sufficient Conditions for Inverse Reinforcement Learning of Bayesian Stopping Time Problems.
J. Mach. Learn. Res., 2023
CoRR, 2023
Energy-Efficient Mining for Blockchain-Enabled IoT Applications. An Optimal Multiple-Stopping Time Approach.
CoRR, 2023
Who You Play Affects How You Play: Predicting Sports Performance Using Graph Attention Networks With Temporal Convolution.
CoRR, 2023
Mutual Information Measure for Glass Ceiling Effect in Preferential Attachment Models.
CoRR, 2023
Autom., 2023
Identifying Coordination in a Cognitive Radar Network - A Multi-Objective Inverse Reinforcement Learning Approach.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Statistical Detection of Coordination in a Cognitive Radar Network through Inverse Multi-Objective Optimization.
Proceedings of the 26th International Conference on Information Fusion, 2023
Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023
Finite-Sample Bounds for Adaptive Inverse Reinforcement Learning Using Passive Langevin Dynamics.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
2022
IEEE Trans. Netw. Sci. Eng., 2022
Echo Chambers and Segregation in Social Networks: Markov Bridge Models and Estimation.
IEEE Trans. Comput. Soc. Syst., 2022
Principal-Agent Problem as a Principled Approach to Electronic Counter-Countermeasures in Radar.
IEEE Trans. Aerosp. Electron. Syst., 2022
IEEE Trans. Autom. Control., 2022
CoRR, 2022
Lyapunov based Stochastic Stability of a Quantum Decision System for Human-Machine Interaction.
CoRR, 2022
CoRR, 2022
CoRR, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Meta-Cognition. An Inverse-Inverse Reinforcement Learning Approach for Cognitive Radars.
Proceedings of the 25th International Conference on Information Fusion, 2022
Lyapunov based Stochastic Stability of Human-Machine Interaction: A Quantum Decision System Approach.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Inverse-Inverse Reinforcement Learning. How to Hide Strategy from an Adversarial Inverse Reinforcement Learner.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Quickest Change Detection using Time Inconsistent Anticipatory and Quantum Decision Modeling.
Proceedings of the 58th Annual Allerton Conference on Communication, 2022
2021
Quickest Change Detection of Time Inconsistent Anticipatory Agents. Human-Sensor and Cyber-Physical Systems.
IEEE Trans. Signal Process., 2021
"What Do Your Friends Think?": Efficient Polling Methods for Networks Using Friendship Paradox.
IEEE Trans. Knowl. Data Eng., 2021
Maximum Likelihood Estimation of Power-law Degree Distributions via Friendship Paradox-based Sampling.
ACM Trans. Knowl. Discov. Data, 2021
Risk-Averse Caching Policies for YouTube Content in Femtocell Networks using Density Forecasting.
IEEE Trans. Cloud Comput., 2021
Adversarial Radar Inference: Inverse Tracking, Identifying Cognition, and Designing Smart Interference.
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Trans. Aerosp. Electron. Syst., 2021
IEEE Trans. Autom. Control., 2021
Controllability of Network Opinion in Erdös-Rényi Graphs Using Sparse Control Inputs.
SIAM J. Control. Optim., 2021
Langevin Dynamics for Adaptive Inverse Reinforcement Learning of Stochastic Gradient Algorithms.
J. Mach. Learn. Res., 2021
A Directed, Bi-Populated Preferential Attachment Model with Applications to Analyzing the Glass Ceiling Effect.
CoRR, 2021
Behavioral Economics Approach to Interpretable Deep Image Classification. Rationally Inattentive Utility Maximization Explains Deep Image Classification.
CoRR, 2021
Scale-free degree distributions, homophily and the glass ceiling effect in directed networks.
J. Complex Networks, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Quickest Change Detection With Time Inconsistent Anticipatory Agents In Cyber-Physical Systems.
Proceedings of the IEEE International Conference on Acoustics, 2021
A Dynamical Systems Perspective on Online Bayesian Nonparametric Estimators with Adaptive Hyperparameters.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Inverse Filtering for Hidden Markov Models With Applications to Counter-Adversarial Autonomous Systems.
IEEE Trans. Signal Process., 2020
Identifying Cognitive Radars - Inverse Reinforcement Learning Using Revealed Preferences.
IEEE Trans. Signal Process., 2020
Diffusion in Social Networks: Effects of Monophilic Contagion, Friendship Paradox, and Reactive Networks.
IEEE Trans. Netw. Sci. Eng., 2020
Convex Stochastic Dominance in Bayesian Localization, Filtering, and Controlled Sensing POMDPs.
IEEE Trans. Inf. Theory, 2020
Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior.
J. Mach. Learn. Res., 2020
CoRR, 2020
Langevin Dynamics for Inverse Reinforcement Learning of Stochastic Gradient Algorithms.
CoRR, 2020
Anticipatory Psychological Models for Quickest Change Detection: Human Sensor Interaction.
CoRR, 2020
Fast and Consistent Learning of Hidden Markov Models by Incorporating Non-Consecutive Correlations.
Proceedings of the 37th International Conference on Machine Learning, 2020
What did your adversary believeƒ Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020
2019
How to Calibrate Your Adversary's Capabilities? Inverse Filtering for Counter-Autonomous Systems.
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
IEEE Trans. Signal Inf. Process. over Networks, 2019
IEEE Trans. Cloud Comput., 2019
IEEE Control. Syst. Lett., 2019
What Did Your Adversary Believe? Optimal Filtering and Smoothing in Counter-Adversarial Autonomous Systems.
CoRR, 2019
Maximum likelihood estimation of power-law degree distributions using friendship paradox based sampling.
CoRR, 2019
CoRR, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
How to Calibrate your Enemy's Capabilities? Inverse Filtering for Counter-Autonomous Systems.
Proceedings of the 22th International Conference on Information Fusion, 2019
Proceedings of the 22th International Conference on Information Fusion, 2019
Proceedings of the 58th IEEE Conference on Decision and Control, 2019
Application of Machine Learning and Spatial Bootstrapping to Image Processing for Predictive Maintenance.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Classification of Driving Behavior Events Utilizing Kinematic Classification and Machine Learning for Down Sampled Time Series Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Estimating Rationally Inattentive Utility Functions with Deep Clustering for Framing - Applications in YouTube Engagement Dynamics.
CoRR, 2018
Information Diffusion in Social Networks: Friendship Paradox based Models and Statistical Inference.
CoRR, 2018
Contagions in Social Networks: Effects of Monophilic Contagion, Friendship Paradox and Reactive Networks.
CoRR, 2018
Multiple stopping time POMDPs: Structural results & application in interactive advertising on social media.
Autom., 2018
Proceedings of the 21st International Conference on Information Fusion, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
2017
Utility Change Point Detection in Online Social Media: A Revealed Preference Framework.
IEEE Trans. Signal Process., 2017
Tracking Infection Diffusion in Social Networks: Filtering Algorithms and Threshold Bounds.
IEEE Trans. Signal Inf. Process. over Networks, 2017
IEEE Trans. Knowl. Data Eng., 2017
Adaptive Search Algorithms for Discrete Stochastic Optimization: A Smooth Best-Response Approach.
IEEE Trans. Autom. Control., 2017
IEEE Signal Process. Lett., 2017
SIGMETRICS Perform. Evaluation Rev., 2017
Dependence Structure Analysis Of Meta-level Metrics in YouTube Videos: A Vine Copula Approach.
CoRR, 2017
Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach.
CoRR, 2017
Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach.
IEEE Access, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Identification of hidden Markov models using spectral learning with likelihood maximization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Detection of Homophilic Communities and Coordination of Interacting Meta-Agents: A Game-Theoretic Viewpoint.
IEEE Trans. Signal Inf. Process. over Networks, 2016
IEEE J. Sel. Top. Signal Process., 2016
Opportunistic Advertisement Scheduling in Live Social Media: A Multiple Stopping Time POMDP Approach.
CoRR, 2016
Roadmap Enhanced Improvement to the VSIMM Tracker via a Constrained Stochastic Context Free Grammar.
CoRR, 2016
PAC Algorithms for Detecting Nash Equilibrium Play in Social Networks: From Twitter to Energy Markets.
IEEE Access, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
IEEE Trans. Smart Grid, 2015
IEEE Trans. Smart Grid, 2015
IEEE Trans. Mol. Biol. Multi Scale Commun., 2015
Adaptive Caching in the YouTube Content Distribution Network: A Revealed Preference Game-Theoretic Learning Approach.
IEEE Trans. Cogn. Commun. Netw., 2015
Modelling the Bioelectronic Interface in Engineered Tethered Membranes: From Biosensing to Electroporation.
IEEE Trans. Biomed. Circuits Syst., 2015
Myopic Bounds for Optimal Policy of POMDPs: An Extension of Lovejoy's Structural Results.
Oper. Res., 2015
Reinforcement Learning and Nonparametric Detection of Game-Theoretic Equilibrium Play in Social Networks.
CoRR, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Recursive identification of chain dynamics in Hidden Markov Models using Non-Negative Matrix Factorization.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
2014
Reduced Complexity HMM Filtering With Stochastic Dominance Bounds: A Convex Optimization Approach.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Tracking a Markov-Modulated Stationary Degree Distribution of a Dynamic Random Graph.
IEEE Trans. Inf. Theory, 2014
IEEE Trans. Comput. Soc. Syst., 2014
Online Reputation and Polling Systems: Data Incest, Social Learning, and Revealed Preferences.
IEEE Trans. Comput. Soc. Syst., 2014
Introduction to the Issue on Signal Processing for Social Networks [Guest editorial].
IEEE J. Sel. Top. Signal Process., 2014
Found. Trends Signal Process., 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the 17th International Conference on Information Fusion, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
2013
IEEE Trans. Inf. Theory, 2013
Collaborative Sub-Channel Allocation in Cognitive LTE Femto-Cells: A Cooperative Game-Theoretic Approach.
IEEE Trans. Commun., 2013
Distributed Tracking of Correlated Equilibria in Regime Switching Noncooperative Games.
IEEE Trans. Autom. Control., 2013
Social Learning and Bayesian Games in Multiagent Signal Processing: How Do Local and Global Decision Makers Interact?
IEEE Signal Process. Mag., 2013
Mis-Information Removal in Social Networks: Constrained Estimation on Dynamic Directed Acyclic Graphs.
IEEE J. Sel. Top. Signal Process., 2013
IEEE J. Sel. Top. Signal Process., 2013
Detection of Anomalous Trajectory Patterns in Target Tracking via Stochastic Context-Free Grammars and Reciprocal Process Models.
IEEE J. Sel. Top. Signal Process., 2013
Tracking the Empirical Distribution of a Markov-modulated Duplication-Deletion Random Graph
CoRR, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Diffusion based collaborative decision making in noncooperative social network games.
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013
Proceedings of the 2013 Australian Control Conference, Fremantle, WA, 2013
Proceedings of the IEEE International Conference on Control Applications, 2013
2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Quickest Detection POMDPs With Social Learning: Interaction of Local and Global Decision Makers.
IEEE Trans. Inf. Theory, 2012
IEEE Signal Process. Mag., 2012
When to look at a noisy Markov chain in sequential decision making if measurements are costly?
CoRR, 2012
A new context-sensitive grammars learning algorithm and its application in trajectory classification.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A novel use of stochastic approximation algorithms for estimating degree of each node in social networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Tracking correlated equilibria in clustered multi-agent networks via adaptive filtering algorithms.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Game Theory for Networks, 2012
Proceedings of the 15th International Conference on Information Fusion, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Wirel. Pers. Commun., 2011
Application layer QoS optimization for multimedia transmission over cognitive radio networks.
Wirel. Networks, 2011
IEEE Trans. Multim., 2011
Bayesian Sequential Detection With Phase-Distributed Change Time and Nonlinear Penalty - A POMDP Lattice Programming Approach.
IEEE Trans. Inf. Theory, 2011
Cognitive Base Stations in LTE/3GPP Femtocells: A Correlated Equilibrium Game-Theoretic Approach.
IEEE Trans. Commun., 2011
Interference Diversity Gain and its Application in Multi-Channel Systems: Capacity Maximization and QoS Guarantee Strategies.
IEEE Trans. Commun., 2011
IEEE ACM Trans. Comput. Biol. Bioinform., 2011
IEEE Trans. Aerosp. Electron. Syst., 2011
IEEE Trans. Aerosp. Electron. Syst., 2011
IEEE Signal Process. Mag., 2011
Eur. J. Control, 2011
Decentralized activation in sensor networks - global games and adaptive filtering games.
Digit. Signal Process., 2011
IEEE Commun. Mag., 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Cooperative Maximum Likelihood estimation for fluid flow dynamics in biosensor arrays.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
Monotonicity of constrained optimal transmission policies in correlated fading channels with ARQ.
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
Coalition formation for bearings-only localization in sensor networks: a cooperative game approach.
IEEE Trans. Signal Process., 2010
Transmission control in cognitive radio as a Markovian dynamic game: Structural result on randomized threshold policies.
IEEE Trans. Commun., 2010
Introduction to the Special Issue on Signal and Information Processing for Social Networks.
IEEE J. Sel. Top. Signal Process., 2010
Bayesian Quickest Detection with Phase-Distributed Change Time and Nonlinear Penalty -- A Lattice Programming Approach
CoRR, 2010
CoRR, 2010
Proceedings of IEEE International Conference on Communications, 2010
Distributed correlated Q-learning for dynamic transmission control of sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2010
On prolonging life-time in wireless sensor networks with application in localization: A coalitional game-theoretic approach.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Quickest time detection and constrained optimal social learning with variance penalty.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
IEEE Trans. Signal Process., 2009
Decentralized spectrum access amongstcognitive radios: an interacting multivariate global game-theoretic approach.
IEEE Trans. Signal Process., 2009
Amplify-and-forward cooperative diversity wireless networks: model, analysis, and monotonicity properties.
IEEE/ACM Trans. Netw., 2009
Dynamic Resource Allocation for MGS H.264/AVC Video Transmission Over Link-Adaptive Networks.
IEEE Trans. Multim., 2009
Optimality of threshold policies for transmission scheduling in correlated fading channels.
IEEE Trans. Commun., 2009
Decentralized dynamic spectrum access for cognitive radios: cooperative design of a non-cooperative game.
IEEE Trans. Commun., 2009
IEEE Trans. Commun., 2009
How does a stochastic optimization/approximation algorithm adapt to a randomly evolving optimum/root with jump Markov sample paths.
Math. Program., 2009
Math. Oper. Res., 2009
Multiscale Model. Simul., 2009
Tuning radio resource in an overlay cognitive radio network for TCP: Greed isn't good.
IEEE Commun. Mag., 2009
Stochastic multi-particle Brownian Dynamics simulation of biological ion channels: A Finite Element approach.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Combined link adaptation and traffic control scheme for MGS H.264/AVC video transmission.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Proceedings of IEEE International Conference on Communications, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Exploiting the Interference Diversity Gain in Frequency Domain: The UMTS LTE Scenario.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the 12th International Conference on Information Fusion, 2009
Dynamic coalition formation for efficient sleep time allocation in wireless sensor networks using cooperative game theory.
Proceedings of the 12th International Conference on Information Fusion, 2009
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009
Reconfigurable ion-channel based biosensor: Input excitation design and analyte classification.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Multi-user scalable video transmission control in cognitive radio networks as a Markovian dynamic game.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Wirel. Networks, 2008
Signal Interpretation of Multifunction Radars: Modeling and Statistical Signal Processing With Stochastic Context Free Grammar.
IEEE Trans. Signal Process., 2008
Optimal Channel-Aware ALOHA Protocol for Random Access in WLANs With Multipacket Reception and Decentralized Channel State Information.
IEEE Trans. Signal Process., 2008
Decentralized Adaptive Filtering Algorithms for Sensor Activation in an Unattended Ground Sensor Network.
IEEE Trans. Signal Process., 2008
Channel Aware Multiuser Scalable Video Streaming Over Lossy Under-Provisioned Channels: Modeling and Analysis.
IEEE Trans. Multim., 2008
Mobility Enhanced Smart Antenna Adaptive Sectoring for Uplink Capacity Maximization in CDMA Cellular Network.
IEEE Trans. Commun., 2008
Real-time joint rate and protection allocation for multi-user scalable video streaming.
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Proceedings of the International Conference on Image Processing, 2008
Particle Filtering for Mobility Enhanced Adaptive Sectoring for CDMA Uplink Capacity Maximization.
Proceedings of IEEE International Conference on Communications, 2008
Proceedings of IEEE International Conference on Communications, 2008
Optimal Power and Retransmission Control Policies over Fading Channels with Packet Drop Penalty Costs.
Proceedings of IEEE International Conference on Communications, 2008
Joint media-channel aware unequal error protection for wireless scalable video streaming.
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008
A cooperative game-theoretic measurement allocation algorithm for localization in unattended ground sensor networks.
Proceedings of the 11th International Conference on Information Fusion, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
Transmission control in cognitive radio systems with latency constraints as a switching control dynamic game.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
Game Theoretic Cross-Layer Transmission Policies in Multipacket Reception Wireless Networks.
IEEE Trans. Signal Process., 2007
Structured Threshold Policies for Dynamic Sensor Scheduling - A Partially Observed Markov Decision Process Approach.
IEEE Trans. Signal Process., 2007
MIMO Transmission Control in Fading Channels - A Constrained Markov Decision Process Formulation With Monotone Randomized Policies.
IEEE Trans. Signal Process., 2007
Q-Learning Algorithms for Constrained Markov Decision Processes With Randomized Monotone Policies: Application to MIMO Transmission Control.
IEEE Trans. Signal Process., 2007
Transmission Scheduling for Optimizing Sensor Network Lifetime: A Stochastic Shortest Path Approach.
IEEE Trans. Signal Process., 2007
Optimal Joint Session Admission Control in Integrated WLAN and CDMA Cellular Networks with Vertical Handoff.
IEEE Trans. Mob. Comput., 2007
Optimal and Approximate Mobility-Assisted Opportunistic Scheduling in Cellular Networks.
IEEE Trans. Mob. Comput., 2007
Syntactic Modeling and Signal Processing of Multifunction Radars: A Stochastic Context-Free Grammar Approach.
Proc. IEEE, 2007
Large-Scale Dynamical Models and Estimation for Permeation in Biological Membrane Ion Channels.
Proc. IEEE, 2007
Discrete stochastic approximation algorithms for design of optimal sensor fusion rules.
Int. J. Sens. Networks, 2007
Channel Adaptive Multi-User Scalable Video Streaming with Unequal Erasure Protection.
Proceedings of the Eighth International Workshop on Image Analysis for Multimedia Interactive Services, 2007
Minimum Energy Data Gathering in Correlated Sensor Networks with Cooperative Transmission.
Proceedings of IEEE International Conference on Communications, 2007
Decentralized Activation in a ZigBee-enabled Unattended Ground Sensor Network: A Correlated Equilibrium Game Theoretic Analysis.
Proceedings of IEEE International Conference on Communications, 2007
Optimality and Complexity of Opportunistic Spectrum Access: A Truncated Markov Decision Process Formulation.
Proceedings of IEEE International Conference on Communications, 2007
Threat Estimation of Multifunction Radars: Modeling and Statistical Signal Processing of Stochastic Context Free Grammars.
Proceedings of the IEEE International Conference on Acoustics, 2007
On Optimality of Monotone Channel-Aware Transmission Policies: A Constrained Markov Decision Process Approach.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Optimal Data Incest Removal in Bayesian Decentralized Estimation Over a Sensor Network.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Global Communications Conference, 2007
Decentralized adaptation in sensor networks: Analysis and application of regret-based algorithms.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
Effective bandwidth of multimedia traffic in packet wireless CDMA networks with LMMSE receivers: a cross-layer perspective.
IEEE Trans. Wirel. Commun., 2006
Opportunistic file transfer over a fading channel: A POMDP search theory formulation with optimal threshold policies.
IEEE Trans. Wirel. Commun., 2006
Cross-Layer optimal connection admission control for variable bit rate multimedia traffic in packet wireless CDMA networks.
IEEE Trans. Signal Process., 2006
Stochastic gradient algorithms for design of minimum error-rate linear dispersion codes in MIMO wireless systems.
IEEE Trans. Signal Process., 2006
Opportunistic Scheduling for Streaming Multimedia Users in High-Speed Downlink Packet Access (HSDPA).
IEEE Trans. Multim., 2006
V-BLAST Power and Rate Control under Delay Constraints in Markovian Fading Channels - Optimality of Monotonic Policies.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Non-Cooperative Transmission Game in Wireless Networks with Multipacket Reception and Packet Priority.
Proceedings of IEEE International Conference on Communications, 2006
Packet-Level Performance Statistics in a Wireless Network Using Amplify-and-Forward Cooperative Diversity.
Proceedings of IEEE International Conference on Communications, 2006
Optimal and Approximate Mobility Assisted Opportunistic Scheduling in Cellular Data Networks.
Proceedings of IEEE International Conference on Communications, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Decentralized Management of Sensors in a Multi-Attribute Environment Under Weak Network Congestion.
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
Optimal Threshold Policies for Hard-Kill of Enemy Radars With High Speed Anti-Radiation Missiles (HARMS).
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Transmission Scheduling for Sensor Network Lifetime Maximization: A Shortest Path Bandit Formulation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
On the Optimality of Threshold Scheduling Policies for Video Transmission in Markovian Fading Wireless Channels with Channel-Aware ARQ.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Adaptive Learning of Transmission Control Policies for MIMO Fading Channels under Delay Constraint.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
Threat Estimation by Electronic Surveillance of Multifunction Radars: A Stochastic Context Free Grammar Approach.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Stochastic Approximation Based Tracking of Correlated Equilibria for Game-Theoretic Reconfigurable Sensor Network Deployment.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
Proceedings of the Handbook of Nature-Inspired and Innovative Computing, 2006
2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
LMS algorithms for tracking slow Markov chains with applications to hidden Markov estimation and adaptive multiuser detection.
IEEE Trans. Inf. Theory, 2005
Telecommun. Syst., 2005
IEEE Trans. Autom. Control., 2005
Cross-Layer Radio Resource Allocation in Packet CDMA Wireless Mobile Networks with LMMSE Receivers.
Proceedings of the NETWORKING 2005: Networking Technologies, 2005
Proceedings of IEEE International Conference on Communications, 2005
Cross-layer effective bandwidth-based radio resource management in CDMA networks with LMMSE receivers.
Proceedings of IEEE International Conference on Communications, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
On optimal transmission algorithms for slotted ALOHA sensor networks with multi-packet reception.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A game theoretical approach for transmission strategies in slotted ALOHA networks with multi-packet reception.
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
Optimal Threshold Policies for Operation of a Dedicated-Platform with Imperfect State Information - A POMDP Framework.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
Structural Results on the Optimal Transmission Scheduling Policies and Costs for Correlated Sources and Channels.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Spreading Code Optimization and Adaptation in CDMA Via Discrete Stochastic Approximation.
IEEE Trans. Inf. Theory, 2004
Regime Switching Stochastic Approximation Algorithms with Application to Adaptive Discrete Stochastic Optimization.
SIAM J. Optim., 2004
Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004
A Comparison of Opportunistic Scheduling Algorithms for Streaming Media in High-Speed Downlink Packet Access (HSDPA).
Proceedings of the Interactive Multimedia and Next Generation Networks: Second International Workshop on Multimedia Interactive Protocols and Systems, 2004
Adaptive symbol tracking using discrete stochastic approximation for wireless OFDM systems.
Proceedings of IEEE International Conference on Communications, 2004
Adaptive discrete stochastic optimization algorithm for learning Nernst potential in nerve cell membrane ion channels.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Opportunistic scheduling for streaming users in high-speed downlink packet access (HSDPA).
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004
Proceedings of the First Conference on Computing Frontiers, 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2003
Wirel. Pers. Commun., 2003
Correction to "Hidden Markov model multiarm bandits: a methodology for beam scheduling in multitarget tracking".
IEEE Trans. Signal Process., 2003
Iterate-averaging sign algorithms for adaptive filtering with applications to blind multiuser detection.
IEEE Trans. Inf. Theory, 2003
The optimal search for a Markovian target when the search path is constrained: the infinite-horizon case.
IEEE Trans. Autom. Control., 2003
SIAM J. Control. Optim., 2003
Adaptive spreading code optimization in multiantenna multipath fading channels in CDMA.
Proceedings of IEEE International Conference on Communications, 2003
Proceedings of IEEE International Conference on Communications, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Policy gradient stochastic approximation algorithms for adaptive control of constrained time varying Markov decision processes.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Adaptive discrete stochastic approximation algorithms for spreading code optimization in DS/CDMA.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
IEEE Trans. Signal Process., 2002
IEEE Trans. Signal Process., 2002
Recursive algorithms for estimation of hidden Markov models and autoregressive models with Markov regime.
IEEE Trans. Inf. Theory, 2002
IEEE Trans. Autom. Control., 2002
IEEE Signal Process. Lett., 2002
Signal Process., 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Global Telecommunications Conference, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
Mean-square asymptotic analysis of cross-coupled Kalman filter state-estimation algorithm for bilinear systems.
Proceedings of the American Control Conference, 2002
2001
IEEE Trans. Signal Process., 2001
Hidden Markov model multiarm bandits: a methodology for beam scheduling in multitarget tracking.
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
IEEE Trans. Signal Process., 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the Global Telecommunications Conference, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Partially observed stochastic shortest path problem - application to sequential paging in cellular networks.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
Application of extreme value theory to level estimation in nonlinearly distorted hidden Markov models.
IEEE Trans. Signal Process., 2000
IEEE Trans. Signal Process., 2000
Averaged stochastic gradient algorithms for adaptive blind multiuser detection in DS/CDMA systems.
IEEE Trans. Commun., 2000
IEEE Trans. Autom. Control., 2000
Adaptive forgetting factor recursive least squares for blind interference suppression in DS/CDMA systems.
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the Global Telecommunications Conference, 2000. GLOBECOM 2000, San Francisco, CA, USA, 27 November, 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
Proceedings of the 39th IEEE Conference on Decision and Control, 2000
1999
Expectation maximization algorithms for MAP estimation of jump Markov linear systems.
IEEE Trans. Signal Process., 1999
IEEE Trans. Signal Process., 1999
IEEE Trans. Signal Process., 1999
Adaptive nonlinear filters for narrow-band interference suppression in spread-spectrum CDMA systems.
IEEE Trans. Commun., 1999
Exact filters for doubly stochastic AR models with conditionally Poisson observations.
IEEE Trans. Autom. Control., 1999
Exact filters for certain moments and stochastic integrals of the state of systems with Benes nonlinearity.
IEEE Trans. Autom. Control., 1999
New finite-dimensional filters for parameter estimation of discrete-time linear Gaussian models.
IEEE Trans. Autom. Control., 1999
Hidden Markov model algorithms for narrowband interference suppression in CDMA spread spectrum systems.
Signal Process., 1999
Signal Process., 1999
Blind identification of fractionally spaced communication channels with Markov inputs.
Signal Process., 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Finite dimensional algorithms for the hidden Markov model multi-armed bandit problem.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
Level estimation in nonlinearly distorted hidden Markov models using statistical extremes.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
IEEE Trans. Signal Process., 1998
IEEE Trans. Inf. Theory, 1998
Autom., 1998
A hidden Markov model-RPE algorithm for narrowband interference suppression in spread spectrum systems.
Proceedings of the 1998 IEEE International Conference on Communications, 1998
Proceedings of the 1998 IEEE International Conference on Communications, 1998
Algorithms for blind detection of equalisation errors in hidden Markov model channels.
Proceedings of the 1998 IEEE International Conference on Communications, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
A reduced-complexity online state sequence and parameter estimator for superimposed convolutional coded signals.
IEEE Trans. Commun., 1997
IEEE Trans. Autom. Control., 1997
Autom., 1997
Proceedings of the 1997 IEEE International Conference on Communications: Towards the Knowledge Millennium, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
Asymptotic analysis of an algorithm for parameter estimation and identification of 1-b quantized AR time series.
IEEE Trans. Signal Process., 1996
IEEE Trans. Signal Process., 1996
Time discretization of continuous-time filters and smoothers for HMM parameter estimation.
IEEE Trans. Inf. Theory, 1996
Proceedings of the Fourth International Symposium on Signal Processing and Its Applications, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1995
Estimation of noisy quantized Gaussian AR time-series with randomly varying observation coefficient.
IEEE Trans. Signal Process., 1995
A filtered EM algorithm for joint hidden Markov model and sinusoidal parameter estimation.
IEEE Trans. Signal Process., 1995
Blind equalization of IIR channels using hidden Markov models and extended least squares.
IEEE Trans. Signal Process., 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
IEEE Trans. Signal Process., 1994
On-line identification of hidden Markov models via recursive prediction error techniques.
IEEE Trans. Signal Process., 1994
On-line estimation of dynamic shock-error models based on the Kullback Leibler information measure.
IEEE Trans. Autom. Control., 1994
IEEE Signal Process. Lett., 1994
Parallel Comput., 1994
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994
1993
On-line estimation of hidden Markov model parameters based on the Kullback-Leibler information measure.
IEEE Trans. Signal Process., 1993
Hidden Markov model signal processing in presence of unknown deterministic interferences.
IEEE Trans. Autom. Control., 1993
1991