TY - JOUR
T1 - Finite-Level Quantized Min-Consensus Control Based on Encoding-Decoding
AU - Lu, Xuhui
AU - Jia, Yingmin
AU - Fu, Yongling
AU - Matsuno, Fumitoshi
N1 - Publisher Copyright:
© 2013 IEEE.
PY - 2023/11/1
Y1 - 2023/11/1
N2 - This article studies the min-consensus control of continuous-time real-valued multiagent systems, with sampled information, quantized communication, and switching topologies. Due to the limited bandwidth of the digital communication network, only finite-bit binary symbolic sequence can be exchanged among the agents. In order to realize the min-consensus control with quantized communication and limited bandwidth, a novel finite-level biased quantizer and a nonstrict decreasing scaling function are designed, and correspondingly a set of switching encoders and decoders are constructed. By means of the proposed encoders and decoders, the according sampled-data min-consensus control inputs are carefully constructed, and the memory variables are introduced into the control inputs and are monotonically decreasing no matter how the communication topology is switched. The proposed encoding-decoding-based control scheme can achieve accurate min-consensus with limited bandwidth, as long as the communication graphs are jointly strongly connected. The numerical simulations show the effectiveness of the proposed control scheme.
AB - This article studies the min-consensus control of continuous-time real-valued multiagent systems, with sampled information, quantized communication, and switching topologies. Due to the limited bandwidth of the digital communication network, only finite-bit binary symbolic sequence can be exchanged among the agents. In order to realize the min-consensus control with quantized communication and limited bandwidth, a novel finite-level biased quantizer and a nonstrict decreasing scaling function are designed, and correspondingly a set of switching encoders and decoders are constructed. By means of the proposed encoders and decoders, the according sampled-data min-consensus control inputs are carefully constructed, and the memory variables are introduced into the control inputs and are monotonically decreasing no matter how the communication topology is switched. The proposed encoding-decoding-based control scheme can achieve accurate min-consensus with limited bandwidth, as long as the communication graphs are jointly strongly connected. The numerical simulations show the effectiveness of the proposed control scheme.
KW - Limited communication data rates
KW - min-consensus control
KW - multiagent systems (MASs)
KW - switching topologies
UR - https://www.scopus.com/pages/publications/85132526205
U2 - 10.1109/TCYB.2022.3169660
DO - 10.1109/TCYB.2022.3169660
M3 - 文章
C2 - 35544504
AN - SCOPUS:85132526205
SN - 2168-2267
VL - 53
SP - 6788
EP - 6802
JO - IEEE Transactions on Cybernetics
JF - IEEE Transactions on Cybernetics
IS - 11
ER -