Denoising Temperature on Martian Surface dataset

sofia Zurita
In the present article we analyze data from twotemperature sensors of the Curiosity rover, which has beenactive in Mars since August 2012. Temperature measurementsreceived from the rover are noisy and must be processed andvalidated before being delivered to the scientific community.Currently, a simple moving average filter is used to performsignal denoising. The application of this basic algorithm is basedon the assumption that the noise is stationary and statisticallyindependent from the underlying structure of the signal,...
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