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Uncoupled Accelerometer Based GNSS Spoof Detection for Automobiles using Statistic and Wavelet Based Tests

机译:基于统计和小波的测试的汽车基于GNSS欺骗检测的GNSS欺骗检测

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Low cost IMUs have shown potential for use in spoof detection of dynamic vehicles. IMUs represent independent sources of measurement that can be corroborated with accelerations derived from GNSS measurements. This work looks at statistical methods used in previous work in aircraft and investigates their use in spoof detection for cars. Although signatures in dynamics for cars are not as strong as they are in aircraft, there is agreement between both sources of measurement. The statistical methods previously used, however, are not yet robust to factors in the automobile environment contributing to false alarms. A method focused on the frequency content using wavelet coherence is introduced that has the potential to greatly simplify the operations necessary to compare acceleration signatures.
机译:低成本IMU已经显示用于欺骗动态车辆的欺骗检测。 IMU代表独立的测量来源,可以用衍生自GNSS测量的加速度来证实。这项工作看着以前的飞机工作中使用的统计方法,并调查他们对汽车的欺骗检测。虽然汽车动力学的签名与飞机的动态不那么强大,但两种测量来源之间存在一致。然而,先前使用的统计方法对汽车环境中的因素尚不稳健,这是有助于误报的因素。引入了一种专注于使用小波相干性的频率内容的方法,其具有大大简化了比较加速签名所需的操作。

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