Incentive Stackelberg game-based path planning for payload transportation with two quadrotors

被引:1
作者
Alothman, Yaser [1 ]
Zha, Wenzhong [2 ]
Gu, Dongbing [3 ]
机构
[1] Univ Technol Baghdad, Control & Syst Engn Dept, Baghdad, Iraq
[2] China Elect Technol Grp Corp, Key Lab Cognit & Intelligence Technol, Beijing, Peoples R China
[3] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England
关键词
UAV path planning; incentive dynamic Stackelberg game; aerial transportation; multiple quadrotor systems;
D O I
10.1504/IJMIC.2019.105974
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a path planning approach to the task of transporting a cable-suspended payload with two quadrotors. The transporting system is provided with a desired payload path which is predefined by the user without the consideration of system dynamics. The path planning problem is to find the optimal paths for the quadrotors, which can make the payload move along the closest path to the desired one under the constraint of system dynamics. This problem is formulated as an incentive dynamic Stackelberg game where one quadrotor plays a leader role while the other plays a follower role. By using an incentive strategy, a game solution can be found based on the linearised dynamic system. Some simulation results are provided to show the performance of the proposed path planning approach. The planned paths are also used in real experiments where the paths are tracked by two quadrotors using PID controllers.
引用
收藏
页码:216 / 224
页数:9
相关论文
共 22 条
[1]  
[Anonymous], 2012, INT C GAM THEOR NETW
[2]   CLOSED-LOOP STACKELBERG STRATEGIES WITH APPLICATIONS IN THE OPTIMAL-CONTROL OF MULTILEVEL SYSTEMS [J].
BASAR, T ;
SELBUZ, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1979, 24 (02) :166-179
[3]  
Bloem M., 2007, 2 INT C PERF EV METH
[4]   STACKELBERG SOLUTION FOR 2-PERSON GAMES WITH BIASED INFORMATION PATTERNS [J].
CHEN, CI ;
CRUZ, JB .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1972, AC17 (06) :791-&
[5]   Game Theory Controller for Hybrid Electric Vehicles [J].
Dextreit, Clement ;
Kolmanovsky, Ilya V. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2014, 22 (02) :652-663
[6]   A CONTROL-THEORETIC VIEW ON INCENTIVES [J].
HO, YC ;
LUH, PB ;
OLSDER, GJ .
AUTOMATICA, 1982, 18 (02) :167-179
[7]   Iterative linear quadratic regulator control for quadrotors leader-follower formation flight [J].
Jasim, Wesam ;
Gu, Dongbing .
INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2019, 31 (02) :152-160
[8]  
Kelouwani S., 2013, OPEN J OPTIMIZATION, V2, P61
[9]   Geometric Control of Quadrotor UAVs Transporting a Cable-Suspended Rigid Body [J].
Lee, Taeyoung .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2018, 26 (01) :255-264
[10]   An approach to discrete-time incentive feedback Stackelberg game's [J].
Li, M ;
Cruz, JB ;
Simaan, MA .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2002, 32 (04) :472-481