Group controllability of discrete-time second-order multi-agent systems with two-time-scale feature

被引:2
|
作者
Gu, Mengqi [1 ,2 ,3 ,4 ]
Jiang, Guo-Ping [1 ,2 ,4 ]
Qian, Juan [1 ,2 ,4 ]
Wu, Yayong [1 ,2 ,4 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210023, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Coll Artificial Intelligence, Nanjing 210023, Peoples R China
[3] Huaiyin Normal Univ, Sch Phys & Elect Elect Engn, Huaian, Peoples R China
[4] Jiangsu Engn Lab IOT Intelligent Robots IOTRobot, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
discrete-time; group controllability; multi-agent systems; second-order; singular perturbation; two-time-scale; STRUCTURAL CONTROLLABILITY; SINGULAR PERTURBATIONS;
D O I
10.1002/asjc.2628
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 study investigates the group controllability of discrete-time second-order multi-agent systems (MASs) with two-time-scale feature. The paper first provides a definition of the group controllability of discrete-time second-order MASs with two-time-scale feature. In view of the ill-posedness problem that occurs when the classical control theory is used directly to manage the controllability of two-time-scale MASs with a singular perturbation parameter, we adopt a singular perturbation method based on iteration and approximation to decompose two-time-scale MASs into fast-time-scale and slow-time-scale subsystems. Subsequently, by combining the Kalman rank criterion and matrix theory knowledge, several additional easy-to-operate controllable criteria are proposed for these MASs. The validity is then demonstrated through simulations, and the influence of the singular perturbation parameter on the group controllability of discrete-time second-order MASs is discussed. This research complements existing situations in which only first-order agents are considered.
引用
收藏
页码:755 / 770
页数:16
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