Research output
Publications
Control systems and machine learning for autonomous aerial vehicles. See also my Google Scholar profile.
Neural Moving Horizon Estimation: A Systematic Literature Review
A systematic review of neural moving horizon estimators (NMHE) following the PRISMA protocol. Screens 1164 records and includes 22 primary studies. Explains NMHE fundamentals, explores three major architectures, analyzes…
Robust and Agile Quadrotor Flight via Adaptive Unwinding-Free Quaternion Sliding Mode Control
This article presents a new adaptive sliding-mode control (SMC) framework for quadrotors that achieves robust and agile flight under tight computational constraints. The proposed controller addresses key limitations of p…
Quaternion-Based Sliding Mode Control for Six Degrees of Freedom Flight Control of Quadrotors
This paper presents a new six degrees of freedom SMC flight controller for quadrotors. Using a cascaded architecture, the quaternion-based attitude controller exploits the natural characteristics of the quaternion hypers…