Formalization of Biological Circuit Block Diagrams for formally analyzing Biomedical Control Systems in pHRI Applications
Journal:
arXiv
Published Date:
Dec 31, 2024
Abstract
The control of Biomedical Systems in Physical Human-Robot Interaction (pHRI)
plays a pivotal role in achieving the desired behavior by ensuring the intended
transfer function and stability of subsystems within the overall system.
Traditionally, the control aspects of biomedical systems have been analyzed
using manual proofs and computer based analysis tools. However, these
approaches provide inaccurate results due to human error in manual proofs and
unverified algorithms and round-off errors in computer-based tools. We argue
using Interactive reasoning, or frequently called theorem proving, to analyze
control systems of biomedical engineering applications, specifically in the
context of Physical Human-Robot Interaction (pHRI). Our methodology involves
constructing mathematical models of the control components using Higher-order
Logic (HOL) and analyzing them through deductive reasoning in the HOL Light
theorem prover. We propose to model these control systems in terms of their
block diagram representations, which in turn utilize the corresponding
differential equations and their transfer function-based representation using
the Laplace Transform (LT). These formally represented block diagrams are then
analyzed through logical reasoning in the trusted environment of a theorem
prover to ensure the correctness of the results. For illustration, we present a
real-world case study by analyzing the control system of the ultrafilteration
dialysis process.