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- Title
Topology identification of a class of complex spatio-temporal networks with time delay.
- Authors
Dan-Dan Zhou; Zhi-Hong Guan; Rui-Quan Liao; Ming Chi; Jiang-Wen Xiao; Xiao-Wei Jiang
- Abstract
The problem of topology identification is valuable to understand and control complex networks. Furthermore, many complex networks are spatio-temporal in the real world. This study proposes a method to identify the topology of complex spatio-temporal networks with coupling time delay. Adaptive observer and novel updating laws are designed to provide the estimation of the topology. Finally, a numerical example is given to demonstrate the effectiveness of the proposed method. The result is general and can be applicable to contemporary network science and engineering.
- Subjects
ADAPTIVE control systems; TOPOLOGY; SPATIOTEMPORAL processes; TIME delay systems; PARTIAL differential equations; PARAMETER estimation
- Publication
IET Control Theory & Applications (Wiley-Blackwell), 2017, Vol 11, Issue 5, p611
- ISSN
1751-8644
- Publication type
Article
- DOI
10.1049/iet-cta.2016.1132