1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2025
Dictionary-free Koopman Predictive Control for Autonomous Vehicles in Mixed Traffic
Xu Shang, Zhaojian Li, Yang Zheng
Koopman Model Predictive Control (KMPC) and Data-EnablEd Predictive Control (DeePC) use linear models to approximate nonlinear systems and integrate them with predictive control. B…
math.OC2023★ 1 cited
Smoothing Mixed Traffic with Robust Data-driven Predictive Control for Connected and Autonomous Vehicles
Xu Shang, Jiawei Wang, Yang Zheng
The recently developed DeeP-LCC (Data-EnablEd Predictive Leading Cruise Control) method has shown promising performance for data-driven predictive control of Connected and Autonomo…