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  • 标题:Nonlinear Analysis of Built-in Sensor in Smart Device under the Condition of Voice Actuating
  • 本地全文:下载
  • 作者:Ning Zhao ; Yuhe Liu ; Junjie Shen
  • 期刊名称:Future Internet
  • 电子版ISSN:1999-5903
  • 出版年度:2019
  • 卷号:11
  • 期号:3
  • 页码:81-93
  • DOI:10.3390/fi11030081
  • 出版社:MDPI Publishing
  • 摘要:A built-in sensor in a smart device, such as the accelerometer and the gyroscope, will produce an obvious nonlinear output when it receives voice signal. In this paper, based on the chaotic theory, the nonlinearity of smartphone built-in accelerometer is revealed by phase space reconstructing after we calculate several nonlinearity characteristics, such as best delay time, embedding dimension, and the attractor of accelerometer system, under the condition of voice commands inputting. The results of theoretical calculation and experiments show that this specific nonlinearity could lay a foundation for further signal extraction and analysis.
  • 关键词:built-in sensor; smart device; nonlinearity; phase space reconstruction built-in sensor ; smart device ; nonlinearity ; phase space reconstruction
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