Find Research Outputs

Search concepts
Selected Filters
2018

Networked estimation-privacy games

Akyol, E., Langbort, C. & Basar, M. T., Mar 7 2018, 2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 507-510 4 p. (2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017 - Proceedings; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transmitters
Random variables
Error analysis
Entropy
Statistics
2017

Guest Editorial Game Theory for Networks, Part II

Sanguinetti, L., Alpcan, T., Basar, M. T., Bennis, M., Berry, R. A., Huang, J. & Saad, W., Mar 1 2017, In : IEEE Journal on Selected Areas in Communications. 35, 3, p. 529-533 5 p., 7911388.

Research output: Contribution to journalEditorial

Game theory
2019

A Finite Sample Analysis of the Actor-Critic Algorithm

Yang, Z., Zhang, K., Hong, M. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2759-2764 6 p. 8619440. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonlinear Approximation
Function Approximation
Nonlinear Function
Objective function
Gradient
2018

Asymptotic behavior of a reduced conjunctive Boolean network

Chen, X., Gao, Z. & Basar, M. T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4404-4409 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Boolean Networks
Dynamical systems
Orbits
Asymptotic Behavior
Periodic Orbits
2015

Stability of discrete-time Altafini's model: A graphical approach

Liu, J., Chen, X., Basar, T. & Belabbas, M. A., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2835-2840 6 p. 7402646. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete-time Model
Asymptotic stability
Signed
Digraph
Initial conditions
2019

Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms

Sayin, M. O., Lin, C. W., Shiraishi, S., Shen, J. & Basar, T., Mar 2019, In : IEEE Transactions on Intelligent Transportation Systems. 20, 3, p. 912-924 13 p., 8370839.

Research output: Contribution to journalArticle

Roadsides
Sensors
Scheduling
Communication
Computer simulation
2016

On remote estimation with multiple communication channels

Gao, X., Akyol, E. & Basar, T., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 5425-5430 6 p. 7526520. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Scheduling
Additive noise
Dynamic programming
Numerical analysis
Communication

A double-sided jamming game with resource constraints

Bhattacharya, S., Khanafer, A. & Basar, M. T., Jan 1 2016, Annals of the International Society of Dynamic Games. Birkhauser, p. 209-227 19 p. (Annals of the International Society of Dynamic Games; vol. 14).

Research output: Chapter in Book/Report/Conference proceedingChapter

Resource Constraints
Jamming
Power Allocation
Game
Mobile agents
2019

A viral model of product adoption with antagonistic interactions

Ruf, S. F., Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3382-3387 6 p. 8815349. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

Modulus consensus over time-varying digraphs

Liu, J., Wang, D., Chen, W. & Basar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 948-953 6 p. 7963075. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

Dynamic Information Disclosure for Deception

Sayin, M. O. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 1110-1117 8 p. 8619281. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deception
Disclosure
Cost functions
Artificial intelligence
Learning systems
2016

On the structure of equilibrium strategies in dynamic Gaussian signaling games

Sayin, M. O., Akyol, E. & Basar, T., Oct 10 2016, 2016 IEEE Conference on Control Applications, CCA 2016. Institute of Electrical and Electronics Engineers Inc., p. 749-754 6 p. 7587908. (2016 IEEE Conference on Control Applications, CCA 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stackelberg Equilibrium
Game
Economics
Mathematical models
Persuasion
2018

Nonzero-sum differential games

Basar, M. T., Haurie, A. & Zaccour, G., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. 61-110 50 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Nonzero-sum Games
Solution Concepts
Information Structure
Differential Games
Closed-form Solution
2015

A Stackelberg game for multi-period demand response management in the smart grid

Alshehri, K., Liu, J., Chen, X. & Başar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 5889-5894 6 p. 7403145. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stackelberg Game
Smart Grid
Industry
Game
Maximise
2019

Revisiting Client Puzzles for State Exhaustion Attacks Resilience

Noureddine, M. A., Fawaz, A. M., Hsu, A., Guldner, C., Vijay, S., Basar, T. & Sanders, W. H., Jun 2019, Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019. Institute of Electrical and Electronics Engineers Inc., p. 617-629 13 p. 8809536. (Proceedings - 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Testbeds
Servers
Experiments
Linux
2017

Robust control of LTI systems over unreliable communication channels with unreliable acknowledgments

Moon, J. & Basar, M. T., Feb 8 2017, Proceedings of the 2016 IEEE Region 10 Conference, TENCON 2016. Institute of Electrical and Electronics Engineers Inc., p. 3390-3393 4 p. 7848682. (IEEE Region 10 Annual International Conference, Proceedings/TENCON).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust control
Controllers
Packet loss
Cost functions
Dynamical systems

Strategic communication in multi-agent systems

Akyol, E., Langbort, C. & Basar, T., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 1207-1211 5 p. 7869564. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi agent systems
Sensor networks
Communication
Random variables
Error analysis

Exponential convergence of the discrete- and continuous-time Altafini models

Liu, J., Chen, X., Basar, M. T. & Belabbas, M. A., Jan 1 2017, In : IEEE Transactions on Automatic Control. 62, 12, p. 6168-6182 15 p.

Research output: Contribution to journalArticle

Team-optimal distributed MMSE estimation in general and tree networks

Sayin, M. O., Kozat, S. S. & Başar, T., May 1 2017, In : Digital Signal Processing: A Review Journal. 64, p. 83-95 13 p.

Research output: Contribution to journalArticle

Trees (mathematics)
Mean square error
Topology
State estimation
Learning systems
2018

Countries' survival in networked international environments

Li, Y., Morse, A. S., Liu, J. & Basar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2912-2917 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Game
Antagonism
Power Allocation
Complete Graph
Bipartite Graph

On spectral properties of signed Laplacians for undirected graphs

Chen, W., Wang, D., Liu, J., Basar, M. T. & Qiu, L., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1999-2002 4 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Distributed parameter control systems
Circuit theory
Electric power systems
Signed
Spectral Properties
2017

Joint optimization of communication scheduling and online power allocation in remote estimation

Gao, X., Akyol, E. & Basar, T., Mar 1 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. Matthews, M. B. (ed.). IEEE Computer Society, p. 714-718 5 p. 7869138. (Conference Record - Asilomar Conference on Signals, Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Additive noise
Scheduling
Communication
Sensors
Random processes
2019

Differentially Private Gossip Gradient Descent

Liu, Y., Liu, J. & Basar, T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2777-2782 6 p. 8619437. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Gossip
Gradient Descent
Distributed Algorithms
Parallel algorithms
Online Learning
2015

Minimax control over unreliable communication channels

Moon, J. & Basar, M. T., Sep 1 2015, In : Automatica. 59, p. 182-193 12 p., 6437.

Research output: Contribution to journalArticle

Controllers
Closed loop systems
Transmission control protocol
Sensors
Packet loss
2018

Signaling games in networked cyber-physical systems with strategic elements

Akyol, E., Basar, M. T. & Langbort, C., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4576-4581 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Game
Sensor
Sensors
Receiver
Stackelberg Equilibrium

Markov-Nash equilibria in mean-field games with discounted cost

Saldi, N., Basar, M. T. & Raginsky, M., Jan 1 2018, In : SIAM Journal on Control and Optimization. 56, 6, p. 4256-4287 32 p.

Research output: Contribution to journalArticle

Nash Equilibrium
Mean Field
Game
Costs
Polish Space
2016

Robust Distributed Averaging: When are Potential-Theoretic Strategies Optimal?

Khanafer, A. & Başar, T., Jul 2016, In : IEEE Transactions on Automatic Control. 61, 7, p. 1767-1779 13 p., 7258331.

Research output: Contribution to journalArticle

Maximum principle
2018

Effects of subjective biases on strategic information transmission

Nadendla, V. S. S., Langbort, C. & Basar, M. T., Dec 2018, In : IEEE Transactions on Communications. 66, 12, p. 6040-6049 10 p., 8444442.

Research output: Contribution to journalArticle

Transmitters
2015

Optimal estimation with limited measurements and noisy communication

Gao, X., Akyol, E. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 1775-1780 6 p. 7402467. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Optimal Estimation
Sensor
Communication
Sensors
Estimator
2016

Robust Mean Field Games

Bauso, D., Tembine, H. & Basar, M. T., Sep 1 2016, In : Dynamic Games and Applications. 6, 3, p. 277-303 27 p.

Research output: Contribution to journalArticle

Mean Field
Game
Molecular biology
Brownian movement
Cloud computing
2018

A Coupled Bi-Virus Spread Model in Networked Systems

Paré, P. E., Liu, J., Beck, C. L. & Basar, M. T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4414-4419 6 p. 8430785. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viruses
Computer networks
2019

Approximate Nash equilibria in partially observed stochastic games with mean-field interactions

Saldi, N., Başar, T. & Raginsky, M., Jan 1 2019, In : Mathematics of Operations Research. 44, 3, p. 1006-1033 28 p.

Research output: Contribution to journalArticle

Stochastic Games
Nash Equilibrium
Mean Field
Game
Interaction
2018

Gossip gradient descent

Liu, Y., Liu, J. & Başar, T., Jan 1 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 1995-1997 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Communication
Linear regression
Learning algorithms
2016

Design and Analysis of Distributed Averaging with Quantized Communication

El Chamie, M., Liu, J. & Başar, T., Dec 2016, In : IEEE Transactions on Automatic Control. 61, 12, p. 3870-3884 15 p., 7409947.

Research output: Contribution to journalArticle

Communication
Parallel algorithms
Nonlinear systems
2018

Preface

Basar, M. T. & Zaccour, G., Aug 12 2018, Handbook of Dynamic Game Theory. Springer International Publishing, p. v-x

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Open Access
2016

The discrete-time Altafini model of opinion dynamics with communication delays and quantization

Liu, J., El Chamie, M., Basar, M. T. & Acikmese, B., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 3572-3577 6 p. 7798806. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Opinion Dynamics
Communication Delay
Discrete-time Model
Absolute value
Quantization
2019

Projected Stochastic Primal-Dual Method for Constrained Online Learning with Kernels

Zhang, K., Zhu, H., Basar, T. & Koppel, A., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4224-4231 8 p. 8619068. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Primal-dual Method
Online Learning
Stochastic Methods
Hilbert spaces
kernel
2018

Unified stability criteria for slowly time-varying and switched linear systems

Gao, X., Liberzon, D. M., Liu, J. & Basar, M. T., Oct 2018, In : Automatica. 96, p. 110-120 11 p.

Research output: Contribution to journalArticle

Stability criteria
Linear systems
2015

Distributed evaluation and convergence of self-appraisals in social networks

Chen, X., Liu, J., Xu, Z. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2895-2900 6 p. 7402656. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Networks
Evaluation
Dynamical systems
Dynamical system
Opinion Dynamics
2018

On convergence rate of a continuous-time distributed self-appraisal model with time-varying relative interaction matrices

Xia, W., Liu, J., Basar, M. T. & Sun, X. M., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4076-4081 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Continuous Time
Time-varying
Confidence Level
Rate of Convergence
Interaction

Modification of social dominance in social networks by selective adjustment of interpersonal weights

Ye, M., Liu, J., Anderson, B. D. O., Yu, C. & Basar, M. T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 2906-2911 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Networks
Adjustment
Star
Stars
Topology
2019

Networked Multi-Agent Reinforcement Learning in Continuous Spaces

Zhang, K., Yang, Z. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2771-2776 6 p. 8619581. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiagent Learning
Reinforcement learning
Reinforcement Learning
Time varying networks
Control systems

Generalized Minimum Phase Property for Finite-Dimensional Continuous-Time SISO LTI Systems with Additive Disturbances

Pan, Z. & Basar, M. T., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 6256-6262 7 p. 8619112. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Continuous Time
Disturbance
Trajectories
Zero
Trajectory
2016

Convergence Time of Quantized Metropolis Consensus over Time-Varying Networks

Basar, M. T., Etesami, S. R. & Olshevsky, A., Dec 2016, In : IEEE Transactions on Automatic Control. 61, 12, p. 4048-4854 807 p., 7428833.

Research output: Contribution to journalArticle

Time varying networks

Conformity versus manipulation in reputation systems

Etesami, S. R., Bolouki, S., Nedic, A. & Basar, M. T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4451-4456 6 p. 7798945. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reputation System
Manipulation
Social Behavior
Express
Scalar

Generalization of accelerated successive projection method for convex sets intersection problems

Etesami, S. R., Nedic, A. & Basar, T., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4422-4427 6 p. 7525618. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Stability structures of conjunctive Boolean networks

Gao, Z., Chen, X. & Başar, T., Mar 2018, In : Automatica. 89, p. 8-20 13 p.

Research output: Contribution to journalArticle

Orbits
Dynamical systems
Trajectories
Boolean functions
Set theory

Toward an Internet of Battlefield Things: A Resilience Perspective

Abdelzaher, T., Ayanian, N., Basar, T., Diggavi, S., Diesner, J., Ganesan, D., Govindan, R., Jha, S., Lepoint, T., Marlin, B., Nahrstedt, K., Nicol, D., Rajkumar, R., Russell, S., Seshia, S., Sha, F., Shenoy, P., Srivastava, M., Sukhatme, G., Swami, A. & 4 others, Tabuada, P., Towsley, D., Vaidya, N. & Veeravalli, V., Nov 2018, Computer, 51, 11, p. 24-36 13 p.

Research output: Contribution to specialist publicationArticle

Internet of things
Cyber Physical System

On a continuous-time multi-group bi-virus model with human awareness

Liu, J., Paré, P. E., Nedić, A., Beck, C. L. & Basar, M. T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4124-4129 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Viruses
Virus
Continuous Time
Infection
Model
2017

Mean field differential games in intelligent transportation systems

Oner, A., Basar, T. & Gunel, G. O., Aug 8 2017, 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 51-56 6 p. 8005728. (5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent Transportation Systems
Differential Games
transportation system
Mean Field
Game