Self-repairing Control against Actuator Failures Using a Spiking Neuron Model

This paper presents a new Self-repairing Control System (SRCS) for plants with actuator failures. The proposed SRCS uses the well-known Izhikevich spiking neuron model as a fault detector. When the actuator fails, the neuron model is excited and then spikes occur. Thus, counting up spikes makes it p...

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Bibliographic Details
Main Author: Masanori Takahashi
Format: Article
Language:English
Published: Atlantis Press 2020-09-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Online Access:https://www.atlantis-press.com/article/125944528/view