Challenges in interdisciplinary control applications like
robotics, swarm UAVs/UGVs, utility grids, healthcare, biochemical systems, social behavior and education, such as
Mathematical vs Data-based Control
Heuristic Algorithms for Optimization
Offline vs Online Optimization
Stochastic Control and Estimation
Model-based Predictive Control
Machine Learning and Neural Networks
Distributed and Multi-Agent Control
Planning, Optimization and Tracking
Karthik Ganapathy, Iman Shames, Mathias Hudoba de Badyn, and Tyler Summers. "Self-Tuning Network Control Architectures with Joint Sensor and Actuator Selection" Submitted to IEEE Transactions on Control of Network Systems in November 2023.
Karthik Ganapathy, and Tyler Summers. "Actuator Selection for Dynamical Networks with Multiplicative Noise." IFAC-PapersOnLine 56.2 (2023): 3843-3849.
Summers, Tyler, Karthik Ganapathy, Iman Shames, and Mathias Hudoba de Badyn. "Self-Tuning Network Control Architectures." In 2022 IEEE 61st Conference on Decision and Control (CDC), pp. 5876-5881. IEEE, 2022.
Karthik Ganapathy, Justin Ruths, and Tyler Summers. "Performance bounds for optimal and robust feedback control in networks." IEEE Transactions on Control of Network Systems 8, no. 4 (2021): 1754-1766.
Karthik Ganapathy, and Tyler Summers. "Performance bounds for robust estimation using the H-inf filter." In 2021 European Control Conference (ECC), pp. 2329-2333. IEEE, 2021.
Gravell, Benjamin, Karthik Ganapathy, and Tyler Summers. "Policy iteration for linear quadratic games with stochastic parameters." IEEE Control Systems Letters 5, no. 1 (2020): 307-312.
Tamilarasan, N., S. Thirumalini, K. Nirmal, Karthik Ganapathy, Kartik Murali, and H. Srinath. "Design and simulation of ferrofluid tactile screen for braille interface." In 2016 International Conference on Robotics and Automation for Humanitarian Applications (RAHA), pp. 1-7. IEEE, 2016.
Renganathan, Venkatraman, Angela Fontan, and Karthik Ganapathy. "History Data Driven Distributed Consensus in Networks." arXiv preprint arXiv:2202.09223 (2022).