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• 2012

  L ₁ adaptive controller for uncertain nonlinear multi-input multi-output systems with input quantization

  Sun, H., Hovakimyan, N. & Başar, T., Mar 1 2012, In: IEEE Transactions on Automatic Control. 57, 3, p. 565-578 14 p., 5892877.

  Research output: Contribution to journal › Article › peer-review

  • Controllers
  • Feedback
• 2015

  Minimax estimation with intermittent observations

  Moon, J. & Başar, T., Dec 2015, In: Automatica. 62, p. 122-133 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Riccati equations
  • Sensors
  • State estimation
  • Dynamical systems
  • Availability
• 2019

  Networked Multi-Agent Reinforcement Learning in Continuous Spaces

  Zhang, K., Yang, Z. & Basar, 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 proceeding › Conference contribution

  • Multiagent Learning
  • Reinforcement Learning
  • Reinforcement learning
  • Time varying networks
  • Control systems
• 2014

  Multi-agent networked systems with adversarial elements

  Başar, T., Jan 1 2014, Quantitative Evaluation of Systems - 11th International Conference, QEST 2014, Proceedings. Springer-Verlag, p. 5-8 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8657 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Collaboration
  • Vertex of a graph
  • Graph in graph theory
  • Communication
  • Heterogeneous Agents
• 2013

  Game theory meets network security and privacy

  Manshaei, M. H., Zhu, Q., Alpcan, T., Basar, T. & Hubaux, J. P., Jun 2013, In: ACM Computing Surveys. 45, 3, 25.

  Research output: Contribution to journal › Review article › peer-review

  • Network Security
  • Privacy
  • Game Theory
  • Game theory
  • Network security
• 2012

  Communication scheduling and remote estimation with energy harvesting sensor

  Nayyar, A., Basar, T., Teneketzis, D. & Veeravalli, V. V., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 843-848 6 p., 6426984.

  Research output: Contribution to journal › Conference article › peer-review

  • Energy Harvesting
  • Sensor
  • Energy harvesting
  • Scheduling
  • Communication
• 2020

  A Game of Drones: Cyber-Physical Security of Time-Critical UAV Applications with Cumulative Prospect Theory Perceptions and Valuations

  Sanjab, A., Saad, W. & Basar, T., Nov 2020, In: IEEE Transactions on Communications. 68, 11, p. 6990-7006 17 p., 9144263.

  Research output: Contribution to journal › Article › peer-review

  • Drones
  • Unmanned aerial vehicles (UAV)
  • Game theory
  • Network security
• 2018

  Distributed discrete-time optimization by exchanging one bit of information

  Zhang, J., You, K. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2065-2070 6 p. 8431279. (Proceedings of the American Control Conference; vol. 2018-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Graph theory
  • Costs
• 2017

  Information-Theoretic Approach to Strategic Communication as a Hierarchical Game

  Akyol, E., Langbort, C. & Basar, T., Feb 2017, In: Proceedings of the IEEE. 105, 2, p. 205-218 14 p., 7524783.

  Research output: Contribution to journal › Article › peer-review

  • Information theory
  • Communication
  • Transmitters
  • Lenses
  • Decoding
• 2011

  One-stage control over an adversarial channel with finite codelength

  Gupta, A., Langbort, C. & Başar, T., 2011, 2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011. p. 4072-4077 6 p. 6161475. (Proceedings of the IEEE Conference on Decision and Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Jamming
  • Controller
  • Control Strategy
  • Saddlepoint
  • Encoding
• 2015

  Controllability of formations over directed graphs

  Chen, X., Belabbas, M. A. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 4764-4769 6 p. 7402962. (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 proceeding › Conference contribution

  • Formation Control
  • Directed graphs
  • Controllability
  • Directed Graph
  • Connected Components
• 2013

  Stochastic stabilization over noiseless channels

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 189-214 26 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Linear control systems
  • Networked control systems
  • Stabilization
  • Networked Control Systems
  • Information Rates
• 2016

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

  Liu, J., El Chamie, M., Basar, 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 proceeding › Conference contribution

  • Opinion Dynamics
  • Communication Delay
  • Quantization
  • Discrete-time Model
  • Absolute value
• 2018

  Discrete-Time Spread Processes: Analysis, Identification, and Validation

  Paré, P. E., Kirwan, B. E., Liu, J., Başar, T. & Beck, C. L., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 404-409 6 p. 8430937. (Proceedings of the American Control Conference; vol. 2018-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Agriculture
  • Asymptotic stability
  • Computer networks
• 2011

  Pricing under information asymmetry for a large population of users

  Shen, H. & Başar, T., Jun 1 2011, In: Telecommunication Systems. 47, 1-2, p. 123-136 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Probability distributions
  • Costs
• 2014

  Information spread in networks: Control, games, and equilibria

  Khanafer, A. & Basar, T., 2014.

  Research output: Contribution to conference › Paper › peer-review

  • Viruses
  • Game theory
  • Controllability
  • Multi agent systems
  • Decision making
• 2013

  Estimation over lossy networks: A dynamic game approach

  Moon, J. & Başar, T., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 2412-2417 6 p. 6760241. (Proceedings of the IEEE Conference on Decision and Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Games
  • Riccati equations
  • Riccati Equation
  • Stochastic Equations
  • Disturbance Attenuation
• 2020

  Secure contingency prediction and response for cyber-physical systems

  Miehling, E., Langbort, C. & Basar, T., Aug 2020, CCTA 2020 - 4th IEEE Conference on Control Technology and Applications. Institute of Electrical and Electronics Engineers Inc., p. 998-1003 6 p. 9206253. (CCTA 2020 - 4th IEEE Conference on Control Technology and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • contingency
  • Cyber Physical System
  • Prediction
  • attack
  • predictions
• 2016

  Opinion dynamics in social networks through mean-field games

  Bauso, D., Tembine, H. & Başar, T., 2016, In: SIAM Journal on Control and Optimization. 54, 6, p. 3225-3257 33 p.

  Research output: Contribution to journal › Article › peer-review

  • Opinion Dynamics
  • Social Networks
  • Mean Field
  • Disturbance
  • Game
• 2019

  Policy optimization provably converges to nash equilibria in zero-sum linear quadratic games

  Zhang, K., Yang, Z. & Basar, T., 2019, In: Advances in Neural Information Processing Systems. 32

  Research output: Contribution to journal › Conference article › peer-review

  • Gradient methods
  • Reinforcement learning
  • Feedback control
  • Learning algorithms

• 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 proceeding › Conference contribution

  • Linux
  • Testbeds
  • Servers
  • Experiments
• 2017

  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 journal › Article › peer-review

  • Tree Networks
  • Trees (mathematics)
  • Finite Horizon
  • Mean square error
  • Performance
• 2011

  ℒ₁ adaptive controller for uncertain nonlinear multi-input multi-output systems with input quantization

  Sun, H., Hovakimyan, N. & Başar, T., 2011, Proceedings of the 18th IFAC World Congress. 1 PART 1 ed. IFAC Secretariat, p. 1192-1197 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 44, no. 1 PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gain control
  • Controllers
  • Nonlinear systems
  • Time delay
• 2019

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

  Pan, Z. & Basar, 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 proceeding › Conference contribution

  • Disturbance
  • Continuous Time
  • Trajectories
  • Zero
  • Trajectory
• 2012

  On averaging dynamics in general state spaces

  Touri, B., Basar, M. T. & Nedich, A., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 62-67 6 p., 6426900.

  Research output: Contribution to journal › Conference article › peer-review

  • Averaging
  • State Space
  • Ergodicity
  • Lyapunov
  • Decrease
• 2011

  Decentralized control of multi-agent systems with an adversarial switching topology

  Gupta, A., Bhattacharya, S. & Başar, T., 2011, AIAA Infotech at Aerospace Conference and Exhibit 2011. American Institute of Aeronautics and Astronautics Inc., (AIAA Infotech at Aerospace Conference and Exhibit 2011).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Decentralized control
  • Multi agent systems
  • Topology
  • Error analysis
• 2015

  Connections between stability conditions for slowly time-varying and switched linear systems

  Gao, X., Liberzon, D., Liu, J. & Basar, T., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2329-2334 6 p. 7402555. (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 proceeding › Conference contribution

  • Switched Linear Systems
  • Stability Condition
  • Time-varying
  • Linear systems
  • Linear Time-varying Systems
• 2017

  Cluster consensus with point group symmetries

  Chen, X., Belabbas, M. A. & Basar, T., Jan 1 2017, In: SIAM Journal on Control and Optimization. 55, 6, p. 3869-3889 21 p.

  Research output: Contribution to journal › Article › peer-review

  • Crystal symmetry
  • Point groups
  • Symmetry Group
  • Clustering
  • Voltage
• 2016

  Robust mean field games for coupled Markov jump linear systems

  Moon, J. & Başar, T., Jul 2 2016, In: International Journal of Control. 89, 7, p. 1367-1381 15 p.

  Research output: Contribution to journal › Article › peer-review

  • Linear systems
  • Game theory
  • Controllers
  • Closed loop systems
  • Cost functions
• 2020

  Global convergence of policy gradient methods to (almost) locally optimal policies

  Zhang, K., Koppel, A., Zhu, H. & Başar, T., 2020, In: SIAM Journal on Control and Optimization. 58, 6, p. 3586-3612 27 p.

  Research output: Contribution to journal › Article › peer-review

  • Gradient methods
  • Optimal Policy
  • Gradient Method
  • Policy
  • Global Convergence
• 2017

  Orbit-controlling sets for conjunctive Boolean networks

  Gao, Z., Chen, X. & Başar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4989-4994 6 p. 7963728. (Proceedings of the American Control Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Orbits
  • Dynamical systems
  • Controllability
  • Genes
  • Trajectories
• 2019

  The Stackelberg Equilibria of the Kelly Mechanism

  De Pellegrini, F., Massaro, A. & Başar, T., Jan 1 2019, Static and Dynamic Game Theory: Foundations and Applications. Birkhauser, p. 107-123 17 p. (Static and Dynamic Game Theory: Foundations and Applications).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Stackelberg Equilibrium
  • Resources
  • Nash Equilibrium
  • Stackelberg Game
  • Revenue
• 2012

  ℒ ₁ adaptive control for directional drilling systems

  Sun, H., Li, Z., Hovakimyan, N., Basar, M. T. & Downton, G., Sep 17 2012, 1st IFAC Workshop on Automatic Control of Offshore Oil and Gas Production, ACOOG 2012. PART 1 ed. p. 72-77 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 1, no. PART 1).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Directional drilling
  • Boreholes
  • Controllers
  • Trajectories
  • Uncertainty
• 2011

  Eavesdropping and jamming in next-generation wireless networks: A game-theoretic approach

  Zhu, Q., Saad, W., Han, Z., Poor, H. V. & Basar, M. T., Dec 1 2011, 2010 Military Communications Conference, MILCOM 2010. p. 119-124 6 p. 6127463. (Proceedings - IEEE Military Communications Conference MILCOM).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Jamming
  • Wireless networks
  • Base stations
  • Decision making
• 2013

  Stochastic stability and drift criteria for Markov chains in networked control

  Yüksel, S. & Başar, T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 179-188 10 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Networked Control
  • Stochastic Stability
  • Stability criteria
  • Stability Criteria
  • Markov processes
• 2018

  Networked estimation-privacy games

  Akyol, E., Langbort, C. & Basar, 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 proceeding › Conference contribution

  • Transmitters
  • Random variables
  • Error analysis
  • Entropy
  • Statistics
• 2019

  Communication scheduling and remote estimation with adversarial intervention

  Gao, X., Akyol, E. & Basar, T., Jan 2019, In: IEEE/CAA Journal of Automatica Sinica. 6, 1, p. 32-44 13 p., 8600788.

  Research output: Contribution to journal › Article › peer-review

  • Scheduling
  • Sensors
  • Communication
  • Random processes
  • Remote sensing
• 2012

  Tree formation with physical layer security considerations in wireless multi-hop networks

  Saad, W., Zhou, X., Maham, B., Başar, T. & Vincent Poor, H., Oct 4 2012, In: IEEE Transactions on Wireless Communications. 11, 11, p. 3980-3991 12 p., 6314476.

  Research output: Contribution to journal › Article › peer-review

  • Wireless multi-hop Networks
  • Vertex of a graph
  • Qualification
  • Game
  • Path

• Welcome message from the co-chairs

  Başar, T. & Hajek, B., Dec 1 2012, In: 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. 6483186.

  Research output: Contribution to journal › Editorial › peer-review
• 2019

  Game theory for next generation wireless and communication networks: Modeling, analysis, and design

  Han, Z., Niyato, D., Saad, W. & Basar, T., Jan 1 2019, Cambridge University Press. 493 p.

  Research output: Book/Report/Conference proceeding › Book

  • Game theory
  • Telecommunication networks
  • Wireless networks
  • Virtualization
  • Telecommunication
• 2015

  Strategic compression and transmission of information

  Akyol, E., Langbort, C. & Basar, M. T., Dec 17 2015, ITW 2015 - 2015 IEEE Information Theory Workshop. Institute of Electrical and Electronics Engineers Inc., p. 219-223 5 p. 7360767. (ITW 2015 - 2015 IEEE Information Theory Workshop).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Communication
  • Economics
  • Channel coding
  • Costs
• 2019

  Dynamic Games in Cyber-Physical Security: An Overview

  Etesami, S. R. & Başar, T., Dec 1 2019, In: Dynamic Games and Applications. 9, 4, p. 884-913 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Dynamic Games
  • Cyber Physical System
  • Game theory
  • Game
  • Interaction
• 2012

  Deceptive routing games

  Zhu, Q., Clark, A., Poovendran, R. & Basar, T., Dec 1 2012, In: Proceedings of the IEEE Conference on Decision and Control. p. 2704-2711 8 p., 6426515.

  Research output: Contribution to journal › Conference article › peer-review

  • Routing
  • Jamming
  • Game
  • Network routing
  • Mobile ad hoc networks
• 2016

  Characterizing the positive semidefiniteness of signed Laplacians via Effective Resistances

  Chen, W., Liu, J., Chen, Y., Khong, S. Z., Wang, D., Başar, T., Qiu, L. & Johansson, K. H., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 985-990 6 p. 7798396. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Effective Resistance
  • Negative resistance
  • Laplacian Matrix
  • Signed
  • Matrix
• 2019

  A Finite Sample Analysis of the Actor-Critic Algorithm

  Yang, Z., Zhang, K., Hong, M. & Basar, 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 proceeding › Conference contribution

  • Actors
  • Policy
  • Nonlinear Approximation
  • Function Approximation
  • Nonlinear Function
• 2012

  Consensus in the presence of an adversary

  Khanafer, A., Touri, B. & Başar, T., Jan 1 2012, 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems, NECSYS 2012. 26 ed. IFAC Secretariat, p. 276-281 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 26).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2016

  Distributed averaging with quantized communication over dynamic graphs

  El Chamie, M., Liu, J., Basar, T. & Acikmese, B., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4827-4832 6 p. 7799006. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Graphs
  • Graph
  • Averaging
  • Communication
  • Time-varying

• 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 proceeding › Conference contribution

  • Stackelberg Equilibrium
  • Game
  • Strategy
  • Economics
  • Asymmetric Information
• 2014

  Common information based Markov perfect equilibria for linear-Gaussian games with asymmetric information

  Gupta, A., Nayyar, A., Langbort, C. & Basar, M. T., Jan 1 2014, In: SIAM Journal on Control and Optimization. 52, 5, p. 3228-3260 33 p.

  Research output: Contribution to journal › Article › peer-review

  • Asymmetric Information
  • Game
  • Controller
  • Nash Equilibrium
  • Linear equations
• 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 proceeding › Conference contribution

  • Additive noise
  • Scheduling
  • Communication
  • Random processes
  • Sensors