A backpropagation neural network-based explicit model predictive control for DC–DC converters with high switching frequency
J Chen, Y Chen, L Tong, L Peng… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
The explicit model predictive control (MPC) can solve the piecewise control laws offline to
save online implementation burden. However, many offline control laws have to be stored to …
save online implementation burden. However, many offline control laws have to be stored to …
Ultra-fast stabilizing model predictive control via canonical piecewise affine approximations
This paper investigates the use of canonical piecewise affine (PWA) functions for
approximation and fast implementation of linear MPC controllers. The control law is …
approximation and fast implementation of linear MPC controllers. The control law is …
Fast explicit MPC with multiway trees
M Mönnigmann, M Kastsian - IFAC Proceedings Volumes, 2011 - Elsevier
We show that explicit model predictive control (EMPC) laws, or more generally continuous
piecewise affine control (PWA) laws on polyhedra, can be represented by multiway trees …
piecewise affine control (PWA) laws on polyhedra, can be represented by multiway trees …
High-speed and low-cost implementation of explicit model predictive controllers
This paper presents a new form of piecewise-affine (PWA) solution, referred to as PWA
hierarchical (PWAH), to approximate the explicit model predictive control (MPC) law …
hierarchical (PWAH), to approximate the explicit model predictive control (MPC) law …
Detecting affine equivalence of Boolean functions and circuit transformation
Affine equivalence of Boolean functions has various applications in computer science and
modern cryptography, such as circuit design and S-boxes. Existing methods for detecting …
modern cryptography, such as circuit design and S-boxes. Existing methods for detecting …
FPGA implementation of optimal and approximate model predictive control for a buck-boost DC-DC converter
This paper proposes a method for FPGA implementation of explicit, piecewise affine (PWA)
model predictive control (MPC) laws for non-inverting buck-boost DC-DC converters. A …
model predictive control (MPC) laws for non-inverting buck-boost DC-DC converters. A …
FPGA implementations of piecewise affine functions based on multi-resolution hyperrectangular partitions
F Comaschi, BAG Genuit, A Oliveri… - … on Circuits and …, 2012 - ieeexplore.ieee.org
In this paper we propose a digital architecture suited for fast, low-power and small-size
electronic implementation of PieceWise Affine (PWA) functions defined over n-dimensional …
electronic implementation of PieceWise Affine (PWA) functions defined over n-dimensional …
High-performance architecture for binary-tree-based finite state machines
R Senhadji-Navarro… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
A binary-tree-based finite state machine (BT-FSM) is a state machine with a 1-bit input signal
whose state transition graph is a binary tree. BT-FSMs are useful in those application areas …
whose state transition graph is a binary tree. BT-FSMs are useful in those application areas …
Approximation of explicit model predictive control using regular piecewise affine functions: an input-to-state stability approach
Piecewise affine (PWA) feedback control laws defined on general polytopic partitions, as for
instance obtained by explicit model predictive control, will often be prohibitively complex for …
instance obtained by explicit model predictive control, will often be prohibitively complex for …
MOBY-DIC: A MATLAB toolbox for circuit-oriented design of explicit MPC
This paper describes a MATLAB Toolbox for the integrated design of Model Predictive
Control (MPC) state-feedback control laws and the digital circuits implementing them …
Control (MPC) state-feedback control laws and the digital circuits implementing them …