UAV Distributed Swarm Situation Awareness Model

被引:17
作者
Gao Yang [1 ]
Li Dongsheng [1 ]
Cheng Zexin [1 ]
机构
[1] Natl Univ Def Technol, Coll Elect Engn, Hefei 230037, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Unmanned Aerial Vehicle (UAV) swarm; Swarm situation awareness; Distributed Situation Awareness (DSA); Consensus;
D O I
10.11999/JEIT170877
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The distributed swarm operation of unmanned systems represented by Unmanned Aerial Vehicle (UAV) is the growth point of the future war, and the swarm situation awareness is an important part. Based on the typical situation awareness model, the distributed swarm situation awareness of UAV is studied. Firstly, in the individual level, the mental model in the dynamic system of the Endsley1995 Situation Awareness (SA) model is modified as a human-computer intelligent model. Then in accordance with the UAV swarm type, isomorphic and heterogeneous, based on the team SA and Distributed SA (DSA) theory, the UAV swarm SA model are built. Then, the consensus and evaluation problems of UAV Swarm SA are analyzed. The consensus formation process of isomorphic UAV swarm SA and the consensus judgment method of heterogeneous UAV swarm SA are given. And the choice of UAV swarm SA evaluation method is analyzed. The analysis shows that the proposed swarm situation awareness model is corresponding to the swarm cooperative combat characteristics and has certain positive significance.
引用
收藏
页码:1271 / 1278
页数:8
相关论文
共 28 条
[1]   A situated approach to the acquisition of shared SA in team contexts [J].
Chiappe, Dan ;
Rorie, Robert Conrad ;
Morgan, Corey Andrew ;
Vu, Kim-Phuong L. .
THEORETICAL ISSUES IN ERGONOMICS SCIENCE, 2014, 15 (01) :69-87
[2]   Some induced ordered weighted averaging operators and their use for solving group decision-making problems based on fuzzy preference relations [J].
Chiclana, F. ;
Herrera-Viedma, E. ;
Herrera, F. ;
Alonso, S. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 182 (01) :383-399
[3]   A multi-agent fuzzy consensus model in a Situation Awareness framework [J].
D'Aniello, Giuseppe ;
Loia, Vincenzo ;
Orciuoli, Francesco .
APPLIED SOFT COMPUTING, 2015, 30 :430-440
[4]   Final Reflections: Situation Awareness Models and Measures [J].
Endsley, Mica R. .
JOURNAL OF COGNITIVE ENGINEERING AND DECISION MAKING, 2015, 9 (01) :101-111
[5]   Situation Awareness Misconceptions and Misunderstandings [J].
Endsley, Mica R. .
JOURNAL OF COGNITIVE ENGINEERING AND DECISION MAKING, 2015, 9 (01) :4-32
[6]   Situation awareness in aircraft maintenance teams [J].
Endsley, MR ;
Robertson, MM .
INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2000, 26 (02) :301-325
[7]  
Endsley MR., 2016, DESIGNING SITUATION, P13
[8]  
Huang C, 2014, COMMAND CONTROL SIMU, V3, P1
[9]   The Situation Awareness Weighted Network (SAWN) model and method: Theory and application [J].
Kalloniatis, Alexander ;
Ali, Irena ;
Neville, Timothy ;
La, Phuong ;
Macleod, Iain ;
Zuparic, Mathew ;
Kohn, Elizabeth .
APPLIED ERGONOMICS, 2017, 61 :178-196
[10]   Situation Awareness and Cognitive Modeling [J].
Kokar, Mieczyslaw M. ;
Endsley, Mica R. .
IEEE INTELLIGENT SYSTEMS, 2012, 27 (03) :91-96