Publications

Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems

Published in IEEE Transactions on Automatic Control, 2024

Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems," in IEEE Transactions on Automatic Control, doi: 10.1109/TAC.2024.3351806 https://ieeexplore.ieee.org/document/10384727

Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems

Published in 2023 IEEE 61st Conference on Decision and Control (CDC), 2023

Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems," 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore, 2023, pp. 6629-6634, doi: 10.1109/CDC49753.2023.10383246. https://ieeexplore.ieee.org/document/10383246

Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems

Published in 2022 IEEE 61st Conference on Decision and Control (CDC), 2022

Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems," 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 2022, pp. 723-730, doi: 10.1109/CDC51059.2022.9992565. https://ieeexplore.ieee.org/document/9993169

Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems

Published in 2022 IEEE 61st Conference on Decision and Control (CDC), 2022

Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems," 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 2022, pp. 6678-6685, doi: 10.1109/CDC51059.2022.9993169. https://ieeexplore.ieee.org/document/9993169

Cross-layer communication over fading channels with adaptive decision feedback

Published in 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), 2020

Recommended citation: B. Sayedana, A. Mahajan and E. Yeh, "Cross-layer communication over fading channels with adaptive decision feedback," 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), Volos, Greece, 2020, pp. 1-8. [https://ieeexplore.ieee.org/document/9037352](https://ieeexplore.ieee.org/document/9155327)