1 citations · 1 across the 3 of their papers we have counts for
3 papers
eess.SY2024
Model fusion for efficient learning of nonlinear dynamical systems
Vatsal Kedia, Vivek S. Pinnamaraju, Dinesh Patil
In the context of model-based control of industrial processes, it is a common practice to develop a data-driven linear dynamical model around a specified operating point. However,…
eess.SY2023
Learning from similar systems and online data-driven LQR using iterative randomised data compression
Vatsal Kedia, Sneha Susan George, Debraj Chakraborty
The problem of data-driven recursive computation of receding horizon LQR control through a randomized combination of online/current and historical/recorded data is considered. It i…
eess.SY2023★ 1 cited
Fast Randomized Subspace System Identification for Large I/O Data
Vatsal Kedia, Debraj Chakraborty
In this article, a novel fast randomized subspace system identification method for estimating combined deterministic-stochastic LTI state-space models, is proposed. The algorithm i…