TY - GEN
T1 - Knowledge-Based Monitoring for Checking Law and Regulation Compliance
AU - Jahaj, Ledio
AU - Klampfl, Lorenz
AU - Wotawa, Franz
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - Obeying the law and other rules and regulations is important for all systems. Although all corresponding compliance checks can be carried out as part of the design phase for ordinary systems, this might not hold anymore when dealing with agents interacting in the real world, like mobile robots or autonomous vehicles. The reason is the huge space of potential interactions, which can hardly be considered for testing. Hence, there is a need for monitoring and compliance checking during operation. In this paper, we propose a logic-based monitoring system that allows us to check compliance with traffic rules and regulations. We demonstrate its applicability by considering several use cases. We implemented the use cases in a 3D simulation environment and attached our monitoring system, allowing us to derive traffic rule violations within a reasonable time after occurrence.
AB - Obeying the law and other rules and regulations is important for all systems. Although all corresponding compliance checks can be carried out as part of the design phase for ordinary systems, this might not hold anymore when dealing with agents interacting in the real world, like mobile robots or autonomous vehicles. The reason is the huge space of potential interactions, which can hardly be considered for testing. Hence, there is a need for monitoring and compliance checking during operation. In this paper, we propose a logic-based monitoring system that allows us to check compliance with traffic rules and regulations. We demonstrate its applicability by considering several use cases. We implemented the use cases in a 3D simulation environment and attached our monitoring system, allowing us to derive traffic rule violations within a reasonable time after occurrence.
KW - Application of Answer Set Programming
KW - Autonomous driving
KW - Compliance checking
UR - http://www.scopus.com/inward/record.url?scp=85200671335&partnerID=8YFLogxK
U2 - 10.1007/978-981-97-4677-4_40
DO - 10.1007/978-981-97-4677-4_40
M3 - Conference paper
AN - SCOPUS:85200671335
SN - 9789819746767
T3 - Lecture Notes in Computer Science
SP - 491
EP - 502
BT - Advances and Trends in Artificial Intelligence. Theory and Applications
A2 - Fujita, Hamido
A2 - Cimler, Richard
A2 - Hernandez-Matamoros, Andres
A2 - Ali, Moonis
PB - Springer Science and Business Media Deutschland GmbH
CY - Singapur
T2 - 37th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems
Y2 - 10 July 2024 through 12 July 2024
ER -