Implementing Symbolic Controllers into FPGAs

Implementing Symbolic Controllers into FPGAs

Rueda Arjona, Antonio (TU Delft Electrical Engineering, Mathematics and Computer Science)

Mazo, M. (mentor)
Mazo, M. (graduation committee)
Pan, W. (graduation committee)
Kok, M. (graduation committee)

Delft University of Technology

Electrical Engineering | Embedded Systems

2019-08-29

Embedded control systems are processor-based systems that need to run an application for an extended amount of time, such as months or years. Typically, they implement a realtime function to control a system. Embedded systems are implemented using hardware and software to perform an specific task. This is why they can be optimized to reduce its size and cost and increase its reliability and performance. In embedded control systems, a discrete time embedded system is controlling a continuous time plant. In order to deal with this complex interactions, there are some tools that synthesize symbolic controllers. However,
the size of these controllers is still too large to be widely implemented in embedded systems for real-time applications. Although it is possible to implement them in CPUs with large memory, their time-step is limited by a few GHz. On the other hand, FPGAs can run at a higher frequency (MHz) but they have limited memory. In this project, we propose a tool that automate the process of compressing, determinizing and generating the necessary files to flash a symbolic controller into an FPGA. We propose three different ways of transforming the original controllers and we compare them with another similar tool from the Technische Universität München. We also simulate in real-time the controlled closed-loop of some of those symbolic controllers using a simulated plant to validate the entire process.

FPGA
Symbolic Control
BDD
LabVIEW

http://resolver.tudelft.nl/uuid:259c9c49-8dd1-44e5-baa5-c0ef537828ba

Student theses

master thesis

© 2019 Antonio Rueda Arjona