Overview of Logical Foundations of Cyber-Physical Systems

10/24/2019
by   André Platzer, et al.
0

Cyber-physical systems (CPSs) are important whenever computer technology interfaces with the physical world as it does in self-driving cars or aircraft control support systems. Due to their many subtleties, controllers for cyber-physical systems deserve to be held to the highest correctness standards. Their correct functioning is crucial, which explains the broad interest in safety analysis technology for their mathematical models, which are called hybrid systems because they combine discrete dynamics with continuous dynamics. Differential dynamic logic (dL) provides logical specification and rigorous reasoning techniques for hybrid systems. The logic dL is implemented in the theorem prover KeYmaera X, which has been instrumental in verifying ground robot controllers, railway systems, and the next-generation airborne collision avoidance system ACAS X. This chapter provides an informal overview of this logical approach to CPS safety that is detailed in a recent textbook on Logical Foundations of Cyber-Physical Systems. It also explains how safety guarantees obtained in the land of verified models reach the level of CPS execution unharmed.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/14/2019

HyPLC: Hybrid Programmable Logic Controller Program Translation for Verification

Programmable Logic Controllers (PLCs) provide a prominent choice of impl...
research
10/21/2020

Safe Handover in Mixed-Initiative Control for Cyber-Physical Systems

For mixed-initiative control between cyber-physical systems (CPS) and it...
research
12/01/2022

Formal Controller Synthesis for Markov Jump Linear Systems with Uncertain Dynamics

Automated synthesis of provably correct controllers for cyber-physical s...
research
05/23/2019

Towards Physical Hybrid Systems

Some hybrid systems models are unsafe for mathematically correct but phy...
research
11/03/2021

Confidence Composition for Monitors of Verification Assumptions

Closed-loop verification of cyber-physical systems with neural network c...
research
06/13/2023

Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative Study

Deep learning (DL) models have seen increased attention for time series ...
research
01/24/2018

Reasoning about effects: from lists to cyber-physical agents

Theories for reasoning about programs with effects initially focused on ...

Please sign up or login with your details

Forgot password? Click here to reset