Air combat decision-making of multiple UCAVs based on constraint strategy games
Sign Up to like & getrecommendations! Published in 2021 at "Defence Technology"
DOI: 10.1016/j.dt.2021.01.005
Abstract: Abstract Game theory can be applied to the air combat decision-making problem of multiple unmanned combat air vehicles (UCAVs). However, it is difficult to have satisfactory decision-making results completely relying on air combat situation information,… read more here.
Keywords: combat; constraint strategy; decision making; air ... See more keywords
A Multi-UCAV cooperative occupation method based on weapon engagement zones for beyond-visual-range air combat
Sign Up to like & getrecommendations! Published in 2021 at "Defence Technology"
DOI: 10.1016/j.dt.2021.04.009
Abstract: Abstract Recent advances in on-board radar and missile capabilities, combined with individual payload limitations, have led to increased interest in the use of unmanned combat aerial vehicles (UCAVs) for cooperative occupation during beyond-visual-range (BVR) air… read more here.
Keywords: cooperative occupation; occupation; function; air combat ... See more keywords
Measurement of team performance in air combat – have we been underperforming?
Sign Up to like & getrecommendations! Published in 2020 at "Theoretical Issues in Ergonomics Science"
DOI: 10.1080/1463922x.2020.1779382
Abstract: Abstract In air combat, a traditional way of evaluating team’s taskwork performance is to measure its performance output. However, it provides a narrow view about the team’s performance and potentially misses the complexity of air… read more here.
Keywords: performance; team performance; team; air combat ... See more keywords
Vision-Based 3D Aerial Target Detection and Tracking for Maneuver Decision in Close-Range Air Combat
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3140331
Abstract: Automatic maneuver decision in close-range air combat depends on the situation awareness of the 3D aerial space. Optimal decision could only be made when the 3D state (e.g. 3D position, orientation and velocity) of the… read more here.
Keywords: range; decision; maneuver decision; air combat ... See more keywords
High-Fidelity Decision-Making and Simulation for Cooperative Autonomous Air Combat Considering the Effect of Flight Controller
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3227386
Abstract: In the past decade, how to improve the fidelity of maneuver gaming and the synergy of target allocation has become a key issue in cooperative autonomous air combat researches. To address the problem, this study… read more here.
Keywords: decision; air combat; decision making; cooperative autonomous ... See more keywords
Deep Reinforcement Learning-Based Air-to-Air Combat Maneuver Generation in a Realistic Environment
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3257849
Abstract: Artificial intelligence is becoming increasingly important in the air combat domain. Most air combat research now assumes that all aircraft information is known. In practical applications, however, some aircraft information, such as their position, attitude,… read more here.
Keywords: reinforcement learning; air combat; deep reinforcement; air ... See more keywords
A New Approach to Weapon-Target Assignment in Cooperative Air Combat
Sign Up to like & getrecommendations! Published in 2017 at "Mathematical Problems in Engineering"
DOI: 10.1155/2017/2936279
Abstract: A new approach to solving weapon-target assignment (WTA) problem is proposed in this paper. Firstly, relative superiority that lays the foundation for assignment is calculated based on the combat power energy of the fighters. Based… read more here.
Keywords: cooperative air; combat; new approach; approach ... See more keywords
Research on UCAV Maneuvering Decision Method Based on Heuristic Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/1477078
Abstract: With the rapid development of unmanned combat aerial vehicle (UCAV)-related technologies, UCAVs are playing an increasingly important role in military operations. It has become an inevitable trend in the development of future air combat battlefields… read more here.
Keywords: decision; air combat; decision method; method ... See more keywords
What we got Here, is a Failure to Coordinate: Implicit and Explicit Coordination in Air Combat
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Cognitive Engineering and Decision Making"
DOI: 10.1177/15553434231179566
Abstract: Air combat is the ultimate test for teamwork, as teams of fighter pilot (or flights), must coordinate their actions in a highly complex, hostile, dynamic and time critical environment. Flights can coordinate their actions using… read more here.
Keywords: coordination; communication; air combat; team ... See more keywords
Joint Helmet-Mounted Cueing System and Neck Muscle Activity During Air Combat Maneuvering.
Sign Up to like & getrecommendations! Published in 2019 at "Aerospace medicine and human performance"
DOI: 10.3357/amhp.5281.2019
Abstract: BACKGROUND: The aim of the study was to determine the characteristics of cervical muscle activity in different head postures when using helmet-mounted display in one fighter vs. two aircraft air combat within visual range (WVR).METHODS:… read more here.
Keywords: muscle activity; muscle; activity; air combat ... See more keywords
Normative Performance Measurement in Simulated Air Combat.
Sign Up to like & getrecommendations! Published in 2021 at "Aerospace medicine and human performance"
DOI: 10.3357/amhp.5914.2021
Abstract: BACKGROUND: Normative performance (NP) describes the pilots adherence to tactics, techniques, and procedures (TTPs). Until now, there has not been a global NP measurement technique for beyond visual range (BVR) air combat, and the methodology… read more here.
Keywords: measurement; normative performance; air; air combat ... See more keywords