Group Consensus for Heterogeneous Multi-Agent Systems With Sampled and Quantized Data Under Directed Communication Topology

被引:5
|
作者
Li, Xiaobo [1 ]
Chen, Weisheng [2 ]
Nasr, Emad Abouel [3 ,4 ]
El-Tamimi, Abdulaziz Mohammed [3 ]
Li, Zhiwu [1 ,5 ]
机构
[1] Xidian Univ, Sch Mechanelect Engn, Xian 710071, Shaanxi, Peoples R China
[2] Xidian Univ, Sch Aerosp Sci & Technol, Xian 710071, Shaanxi, Peoples R China
[3] King Saud Univ, Coll Engn, Ind Engn Dept, Riyadh 11421, Saudi Arabia
[4] Helwan Univ, Fac Engn, Mech Engn Dept, Cairo 11732, Egypt
[5] Macau Univ Sci & Technol, Inst Syst Engn, Taipa 999078, Macao, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Sampled data; heterogeneous multi-agent systems (HMAS); group consensus; quantization; DISTRIBUTED CONSENSUS;
D O I
10.1109/ACCESS.2019.2904091
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For a sampled-data heterogeneous multi-agent system (HMAS), this paper studies the group consensus problem under a directed topology, where the model of the HMAS is described by double integrators and single integrators. We design two group consensus protocols under different communication conditions. A sufficient condition is reported to guarantee that an HMAS can achieve group consensus asymptotically. Meanwhile, the final group consensus values of different groups are given. Furthermore, due to the bandwidth constraint existing in communication, the quantized group consensus is investigated. We also obtain a sufficient quantized group consensus condition. It is found that an HMAS can reach group consensus asymptotically under our protocol and the consensus errors almost converge to zero when the quantized errors tend to zero. Finally, this paper gives some simulation examples to show the validity of the theoretical analysis.
引用
收藏
页码:48318 / 48327
页数:10
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