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Parametric Synthesis of a Track Condition Classifiier
Russian Electrical Engineering Pub Date : 2020-06-12 , DOI: 10.3103/s1068371220030189
E. M. Tarasov , I. K. Andronchev , A. A. Bulatov , V. B. Teplyakov

Abstract

An approach to the synthesis of track condition taught classifiers of the main railways is considered. In contrast to the conventional synthesis of rail chains with two classes of states, it is proposed to divide the track state into three classes, distinguishing a control mode class, which allows reliable identification of a rail break. An algorithm for classifier parameters optimization is developed, the research results are presented. The proposed technique can significantly increase the depth of recognition and classification of the track state space.


中文翻译:

跟踪条件分类器的参数综合

摘要

考虑了一种主要铁路的轨道条件示教分类器的综合方法。与具有两种状态的铁轨链的常规合成相反,提出了将轨道状态分为三类,区分控制模式类别,这允许可靠地识别铁轨断裂。提出了一种分类器参数优化算法,给出了研究结果。所提出的技术可以显着增加轨道状态空间的识别和分类深度。
更新日期:2020-06-12
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