Banded null basis and ADMM for embedded MPC

In this paper, we propose an improved QP solver for embedded implementations of MPC controllers. We adopt a “reduced Hessian” approach for handling the equality constraints that arise in the well-known “banded” formulation of MPC (in which the predicted states are not eliminated). Our key observatio...

Full description

Bibliographic Details
Main Authors: Dang, Thuy V, Ling, Keck Voon, Maciejowski, Jan
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/10356/89779
http://hdl.handle.net/10220/47137