3 papers
math.OC2024
Robust Stability for Multiagent Systems with Spatio-Temporally Correlated Packet Loss
Christian Hespe, Adwait Datar, Herbert Werner
A problem with considering correlations in the analysis of multiagent system with stochastic packet loss is that they induce dependencies between agents that are otherwise decouple…
cs.LG2024
Systematic construction of continuous-time neural networks for linear dynamical systems
Chinmay Datar, Adwait Datar, Felix Dietrich +1
Discovering a suitable neural network architecture for modeling complex dynamical systems poses a formidable challenge, often involving extensive trial and error and navigation thr…
eess.SY2024
Transformation-Free Fixed-Structure Model Reduction for LPV Systems
Lennart Heeren, Adwait Datar, Antonio Mendez Gonzalez +1
In this paper, we propose a model reduction technique for linear parameter varying (LPV) systems based on available tools for fixed-structure controller synthesis. We start by tran…