Multi-agent System Motion Planning under Temporal Logic Specifications and Control Barrier Function

被引:0
作者
Huang, Xinyuan [1 ]
Li, Li
Chen, Jie
机构
[1] Tongji Univ, Coll Elect & Informat Engn, Shanghai 201804, Peoples R China
来源
PROCEEDINGS OF THE 39TH CHINESE CONTROL CONFERENCE | 2020年
关键词
temporal logic; multi-agent system; formal methods; control barrier function; STABILIZATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we provide a novel scheme to solve the motion planning problem of multi-agent systems under high-level task specifications. First, linear temporal logic is applied to express the global task specification. Then an efficient and decentralization algorithm is proposed to decompose it into local tasks. Finally, we use control barrier function to synthesize the local controller for each agent under the LTL motion plan safety constraint. Simulation results prove the effectiveness and efficiency of our proposed method.
引用
收藏
页码:5032 / 5035
页数:4
相关论文
共 20 条
[1]   Control Barrier Function Based Quadratic Programs for Safety Critical Systems [J].
Ames, Aaron D. ;
Xu, Xiangru ;
Grizzle, Jessy W. ;
Tabuada, Paulo .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (08) :3861-3876
[2]  
Ames AD, 2014, IEEE DECIS CONTR P, P6271, DOI 10.1109/CDC.2014.7040372
[3]  
Baier C, 2008, PRINCIPLES OF MODEL CHECKING, P1
[4]   A feedback stabilization and collision avoidance scheme for multiple independent non-point agents [J].
Dimarogonas, DV ;
Loizou, SG ;
Kyriakopoulos, KJ ;
Zavlanos, MM .
AUTOMATICA, 2006, 42 (02) :229-243
[5]   Temporal logic motion planning for dynamic robots [J].
Fainekos, Georgios E. ;
Girard, Antoine ;
Kress-Gazit, Hadas ;
Pappas, George J. .
AUTOMATICA, 2009, 45 (02) :343-352
[6]   Automatic Deployment of Distributed Teams of Robots From Temporal Logic Motion Specifications [J].
Kloetzer, Marius ;
Belta, Calin .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (01) :48-61
[7]  
Li A., 2018, IEEE RSJ INT C INT R
[8]   Robust control for signal temporal logic specifications using discrete average space robustness [J].
Lindemann, Lars ;
Dimarogonas, Dimos V. .
AUTOMATICA, 2019, 101 :377-387
[9]   Consensus seeking in multiagent systems under dynamically changing interaction topologies [J].
Ren, W ;
Beard, RW .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2005, 50 (05) :655-661
[10]   Stabilization with guaranteed safety using Control Lyapunov-Barrier Function [J].
Romdlony, Muhammad Zakiyullah ;
Jayawardhana, Bayu .
AUTOMATICA, 2016, 66 :39-47