ABSTRACT This paper presents a robust control synthesis and analysis framework for nonlinear systems with uncertain initial conditions. First, a deep learning‐based lifting approach is proposed to approximate nonlinear dynamical systems with linear parameter‐varying (LPV) state‐space models in higher‐dimensional spaces while simultaneously ...
Sourav Sinha, Mazen Farhood
wiley +1 more source
Kadish C/Hyams II Esthesioneuroblastoma With Atypical Immunophenotype Mimicking NK/T-Cell Lymphoma: Endoscope-Assisted Transcranial Resection and Adjuvant Intensity-Modulated Radiotherapy. [PDF]
Cuevas Calla CV +5 more
europepmc +1 more source
Approximating functions of a large sparse positive definite matrix using a spectral splitting method
Miloš Ilić, Ian Turner
openalex +2 more sources
Homogeneous Observer‐Based Affine Formation Tracking
ABSTRACT This article addresses the control of mobile agents, termed followers, to track a time‐varying affine formation specified by a set of leaders. We present a distributed hierarchical method composed of a homogeneous high‐order sliding mode observer and a tracking controller. The observer estimates the followers' target trajectories from neighbor
Rodrigo Aldana‐López +3 more
wiley +1 more source
Hierarchical Beamforming Optimization for ISAC-Enabled RSU Systems in Complex Urban Environments. [PDF]
You Z, Lv N, Zheng G, Wang X.
europepmc +1 more source
ABSTRACT This study presents a novel Distributed Robust Adaptive Model Predictive Control (DRAMPC) for tracking in multi‐agent systems. The framework is designed to work with dynamically coupled subsystems and limited communication, which is restricted to local neighborhoods.
Fabio Faliero +2 more
wiley +1 more source
New robust two-parameter estimator for overcoming outliers and multicollinearity in Poisson regression model. [PDF]
Mohammad HH +6 more
europepmc +1 more source
Dynamic Event‐Triggered Robust Model Predictive Control for Quadrotor Trajectory Tracking
ABSTRACT This paper addresses the trajectory tracking problem for a full‐state quadrotor subject to physical model constraints and unknown external disturbances. A robust tube‐based model predictive control (MPC) approach is successfully applied to the system, which is subject to bounded disturbances and hard constraints.
Ali Can Erüst +2 more
wiley +1 more source
Peritoneal mesothelioma and asbestos exposure: a population-based case-control study in Italy, 2000-2021. [PDF]
Consonni D +33 more
europepmc +1 more source

