无人机通信约束下NCS在线调度与故障检测

H. H. Nejad, D. Sauter, S. Aberkane
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引用次数: 4

摘要

本文研究了微型直升机(无人机)的故障检测问题,其中传感和驱动信号通过通信网络在系统各部分之间交换。为了减少网络负载,从而最大限度地减少传输延迟或丢包带来的不确定性,在每次采样时间内,速度传感器的所有测量值都可以传输,而只有一个速度传感器可以接入网络传输其测量值。为了提高无人机电机故障检测的准确性和快速性,提出了一种基于多序列概率比测试的各电机残差分类和故障检测方法。然后,在每个序列测试的可接受假设的函数中,从可接受的通信序列集合中选择一个新的通信序列,从而为偏离正常状态较大的子系统(电机)保留更多的介质访问。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On-line scheduling and fault detection in NCS with communication constraints in Drone application
This paper considers the fault detection problem of mini-helicopter (Drone) where sensing and actuation signals are exchanged among various parts of the system via communication networks. For reducing the network load and thus minimizing the uncertainty caused by transmission delay or packet dropout, instead of transmitting all measurements of velocity sensors at each sampling time, only one velocity sensor can have access to the network to transmit its measurement. In order to increase accuracy and rapidity of fault detection in motor of Drone, an approach based on Multi Sequential Probability Ratio Test for residual classification and fault detection of each motor is proposed. Then in function of accepted hypothesis of each sequential test a new communication sequence is chosen from ensemble of admissible communication sequences which preserves more medium access to a sub-system (motor) with more deviation from its normal condition.
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