TY - GEN
T1 - Autonomous Systems Incidentally Controlled by a Remote Operator
AU - Moczulski, Wojciech
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - Research and development on autonomous systems (AS) focuses the attention of ever more and more countable universities and companies. The autonomy of operation, with respect to the environment and also the complexity of tasks and processes the AS is implemented to operate and solve, requires a knowledge-based approach. However, in many cases, it is very difficult, or even impossible, to equip the system with a complete knowledge base that would allow the flawless operation of AS in any circumstances. Hence, the system can be faced with a situation or a task that it is unable to solve. The approach developed by the author’s team expands the idea of Fault-Tolerant systems. We broaden the meaning of a fault including here such situations, that cannot be solved by the AS on its own. If such a fault is detected, the system assesses its severity, basing on its Knowledge Base, and, once it is unable to solve the problem, contacts the remote operator who takes over the control of the system to overcome the problem. To facilitate remote control of the operator, a Virtual Teleportation technology is applied. Then the control is returned to the AS. This paper deals with the problems of combining autonomy with remote control of the system supported by Virtual Teleportation of the operator. Particular attention is paid to the detection of faults, especially those that are caused by an incomplete Knowledge Base. Additionally, some examples are given.
AB - Research and development on autonomous systems (AS) focuses the attention of ever more and more countable universities and companies. The autonomy of operation, with respect to the environment and also the complexity of tasks and processes the AS is implemented to operate and solve, requires a knowledge-based approach. However, in many cases, it is very difficult, or even impossible, to equip the system with a complete knowledge base that would allow the flawless operation of AS in any circumstances. Hence, the system can be faced with a situation or a task that it is unable to solve. The approach developed by the author’s team expands the idea of Fault-Tolerant systems. We broaden the meaning of a fault including here such situations, that cannot be solved by the AS on its own. If such a fault is detected, the system assesses its severity, basing on its Knowledge Base, and, once it is unable to solve the problem, contacts the remote operator who takes over the control of the system to overcome the problem. To facilitate remote control of the operator, a Virtual Teleportation technology is applied. Then the control is returned to the AS. This paper deals with the problems of combining autonomy with remote control of the system supported by Virtual Teleportation of the operator. Particular attention is paid to the detection of faults, especially those that are caused by an incomplete Knowledge Base. Additionally, some examples are given.
KW - Autonomous system
KW - Context-based reasoning
KW - Fault-tolerant system
KW - Knowledge Base
KW - Virtual Teleportation
UR - https://www.scopus.com/pages/publications/85137983761
U2 - 10.1007/978-3-031-16159-9_35
DO - 10.1007/978-3-031-16159-9_35
M3 - Conference contribution
AN - SCOPUS:85137983761
SN - 9783031161582
T3 - Lecture Notes in Networks and Systems
SP - 437
EP - 448
BT - Intelligent and Safe Computer Systems in Control and Diagnostics
A2 - Kowalczuk, Zdzislaw
PB - Springer Science and Business Media Deutschland GmbH
T2 - 15th International Conference on Diagnostics of Processes and Systems, DPS 2022
Y2 - 5 September 2022 through 7 September 2022
ER -