Review of Game Theory Applications for Situation Awareness

被引:9
|
作者
Blasch, Erik [1 ]
Shen, Dan [2 ]
Pham, Khanh D. [3 ]
Chen, Genshe [2 ]
机构
[1] Air Force Res Lab, Rome, NY 13441 USA
[2] Intelligent Fus Technol Inc, Germantown, MD 20876 USA
[3] Air Force Res Lab, Kirtland AFB, NM 87117 USA
关键词
Situational awareness; Game Theory; Sensor management; software architectures; RESOURCE-MANAGEMENT; NETWORKS; FUSION;
D O I
10.1117/12.2177531
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Game theoretical methods have been used for spectral awareness, space situational awareness (SSA), cyber situational awareness (CSA), and Intelligence, Surveillance, and Reconnaissance situation awareness (ISA). Each of these cases, awareness is supported by sensor estimation for assessment and the situation is determined from the actions of multiple players. Game theory assumes rational actors in a defined scenario; however, variations in social, cultural and behavioral factors include the dynamic nature of the context. In a dynamic data-driven application system (DDDAS), modeling must include both the measurements but also how models are used by different actors with different priorities. In this paper, we highlight the applications of game theory by reviewing the literature to determine the current state of the art and future needs. Future developments would include building towards knowledge awareness with information technology (e.g., data aggregation, access, indexing); multiscale analysis (e.g., space, time, and frequency), and software methods (e.g., architectures, cloud computing, protocols).
引用
收藏
页数:10
相关论文
共 50 条
  • [22] A review of game theory applications in natural disaster management research
    Daniel Seaberg
    Laura Devine
    Jun Zhuang
    Natural Hazards, 2017, 89 : 1461 - 1483
  • [23] A review of game theory applications in natural disaster management research
    Seaberg, Daniel
    Devine, Laura
    Zhuang, Jun
    NATURAL HAZARDS, 2017, 89 (03) : 1461 - 1483
  • [24] Quantitative Analysis of Situation Awareness (QASA): modelling and measuring situation awareness using signal detection theory
    Edgar, Graham K.
    Catherwood, Di
    Baker, Steven
    Sallis, Geoff
    Bertels, Michael
    Edgar, Helen E.
    Nikolla, Dritan
    Buckle, Susanna
    Goodwin, Charlotte
    Whelan, Allana
    ERGONOMICS, 2018, 61 (06) : 762 - 777
  • [25] The effect of sleepiness in situation awareness: A scoping review
    Gomes, Virginia Silva
    Cardoso Junior, Moacyr Machado
    WORK-A JOURNAL OF PREVENTION ASSESSMENT & REHABILITATION, 2024, 78 (03): : 641 - 655
  • [26] A Technical Review on Network Security Situation Awareness
    Xi, Wen
    Wu, Wei
    Yang, Cheng-Ying
    International Journal of Network Security, 2022, 24 (04) : 671 - 680
  • [27] Physiological Measurements of Situation Awareness: A Systematic Review
    Zhang, Ting
    Yang, Jing
    Liang, Nade
    Pitts, Brandon J.
    Prakah-Asante, Kwaku O.
    Curry, Reates
    Duerstock, Bradley S.
    Wachs, Juan P.
    Yu, Denny
    HUMAN FACTORS, 2023, 65 (05) : 737 - 758
  • [28] Fuzzy logic for situation awareness: a systematic review
    D’Aniello G.
    Journal of Ambient Intelligence and Humanized Computing, 2023, 14 (04) : 4419 - 4438
  • [29] Game-based situation awareness training for child and adult cyclists
    Lehtonen, Esko
    Airaksinen, Jasmiina
    Kanerva, Kaisa
    Rissanen, Anna
    Ranninranta, Riikka
    Aberg, Veera
    ROYAL SOCIETY OPEN SCIENCE, 2017, 4 (03):
  • [30] Effects of mobile support on situation awareness and navigation in a field and game environment
    Smets, Nanja
    te Brake, Guido
    Buurman, Thijs
    Neerincx, Mark
    van Oostendorp, Herre
    ENTERTAINMENT COMPUTING, 2011, 2 (01) : 39 - 46