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Control Systems

Data-driven Event-triggered Control for Discrete-time LTI Systems

Publications

Inspired by recent work on data-driven control, this work presents data-driven event-triggered control strategies for discrete-time linear time-invariant (LTI) systems. The results presented do not require explicit …

Tags: Control Systems

Data-Driven LQR Design for LTI systems with Exogenous Inputs

Publications

This paper presents a data-driven state feedback control law, based on a linear quadratic regulator (LQR) design, for systems with exogenous inputs. In general, this framework is referred to as a data-driven min-max …

Tags: Control Systems

Hybrid Intelligent Systems in Autonomous Vehicles

Projects

The aim of the project is to develop an intelligent system for maneuver of on-road autonomous vehicles. We propose a hybrid intelligent framework using tools from statistical learning theory and predictive control …

Tags: autonomous vehicles, AI, control systems

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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