TY - JOUR
T1 - A satisficing conflict resolution approach for multiple UAVs
AU - Li, Yumeng
AU - Du, Wenbo
AU - Yang, Peng
AU - Wu, Tianhang
AU - Zhang, Jun
AU - Wu, Dapeng
AU - Perc, Matjaz
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2019/4
Y1 - 2019/4
N2 - In this paper, we are concerned with exploring the theoretically and technically research outcomes for the conflict resolution (CR) of multiple unmanned aerial vehicles (UAVs) by using the Internet of Things technologies. We propose a satisficing algorithm to mitigate the CR problem of multiple UAVs. Specifically, we first formulate the CR problem as a game model and design strategies of the game model based on flight characteristics of UAVs. Next, a satisficing game theory is used to mitigate the formulated problem. Furthermore, required time of arrival, which is a new judgment parameter of the strategy utility, is developed to ensure that the whole system can reach a socially acceptable compromise. Simulation results verify the effectiveness and adaptability of the proposed algorithm under complex environments.
AB - In this paper, we are concerned with exploring the theoretically and technically research outcomes for the conflict resolution (CR) of multiple unmanned aerial vehicles (UAVs) by using the Internet of Things technologies. We propose a satisficing algorithm to mitigate the CR problem of multiple UAVs. Specifically, we first formulate the CR problem as a game model and design strategies of the game model based on flight characteristics of UAVs. Next, a satisficing game theory is used to mitigate the formulated problem. Furthermore, required time of arrival, which is a new judgment parameter of the strategy utility, is developed to ensure that the whole system can reach a socially acceptable compromise. Simulation results verify the effectiveness and adaptability of the proposed algorithm under complex environments.
KW - Conflict resolution (CR)
KW - cooperative control
KW - satisficing game theory
UR - https://www.scopus.com/pages/publications/85058134661
U2 - 10.1109/JIOT.2018.2885147
DO - 10.1109/JIOT.2018.2885147
M3 - Article
AN - SCOPUS:85058134661
SN - 2327-4662
VL - 6
SP - 1866
EP - 1878
JO - IEEE Internet of Things Journal
JF - IEEE Internet of Things Journal
IS - 2
M1 - 8561168
ER -