Multi-Layered Safety Architecture of Autonomous Systems: Formalising Coordination Perspective

被引:9
作者
Vistbakka, Inna [1 ]
Troubitsyna, Elena [2 ]
Majd, Amin [1 ]
机构
[1] Abo Akad Univ, Informat Technol, Turku, Finland
[2] KTH Royal Inst Technol, Dept Theoret Comp Sci, Stockholm, Sweden
来源
201919TH IEEE INTERNATIONAL SYMPOSIUM ON HIGH ASSURANCE SYSTEMS ENGINEERING (HASE 2019) | 2019年
关键词
Safety; autonomous systems; coordination; formal modelling; Event-B; swarm of drones;
D O I
10.1109/HASE.2019.00019
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A pressure to deploy autonomous systems in real life is increasing. Since exhaustive verification of safety of autonomous systems is unfeasible, the emphasis should be put on safety optimisation and run-time safety-monitoring techniques. In this paper, we propose a multi-layered architecture of autonomous systems. We define the notions of strategic, tactic and active safety the complementary mechanisms for achieving safety. We take a swarm of drones as an example and formally define a multi-layered safety architecture and associated coordination mechanisms and underlying communication model to implement the defined complementary safety mechanisms. The derived coordination logic and communication model is formalised in Event-B framework.
引用
收藏
页码:58 / 65
页数:8
相关论文
共 35 条
[1]   Towards the Verification of Safety-critical Autonomous Systems in Dynamic Environments [J].
Aniculaesei, Adina ;
Arnsberger, Daniel ;
Howar, Falk ;
Rausch, Andreas .
ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2016, (232) :79-90
[2]  
[Anonymous], P IEEE C EV COMP CEC
[3]  
[Anonymous], MODELING IN EVENT B
[4]  
[Anonymous], 2005, P IFAC AAAI INT C IN
[5]  
FRAICHARD T, 2007, P IEEE INT C ROB AUT
[6]  
Iliasov A., 2012, 2012 Proceedings of First International Workshop on Formal Methods in Software Engineering: Rigorous and Agile Approaches (FormSERA 2012), P51, DOI 10.1109/FormSERA.2012.6229789
[7]  
Iliasov A, 2010, LECT NOTES COMPUT SC, V6351, P126, DOI 10.1007/978-3-642-15651-9_10
[8]  
Iliasov A, 2010, LECT NOTES COMPUT SC, V5977, P174, DOI 10.1007/978-3-642-11811-1_14
[9]   Formal development of software for tolerating transient faults [J].
Ilic, D ;
Troubitsyna, E .
11TH PACIFIC RIM INTERNATIONAL SYMPOSIUM ON DEPENDABLE COMPUTING, PROCEEDINGS, 2005, :140-147
[10]   Formal reasoning about resilient goal-oriented multi-agent systems [J].
Laibinis, L. ;
Pereverzeva, I. ;
Troubitsyna, E. .
SCIENCE OF COMPUTER PROGRAMMING, 2017, 148 :66-87