sampling finder

[ksale.1]

sampling finder (SF) for imported signal file is greyed out, please advise

[ksale.1]

Please note lines in file = 51000, which should be enough as per documentation, but it complains !

[Julian E.]

Hello @ksale.1,

Thank you for reaching out,

 

You did well importing continuous data, but you need to import at least 2 files.

 

The sampling finder will try combinations of buffer sizes and sampling rates (by down sampling the initial sampling rate) and will estimate how well it can distinguish the files.

 

In your case, you seem to be doing Anomaly Detection (AD), so you should import a nominal file and an abnormal file (both with the same sampling rate).

 

You will get a matrix of results based on the buffer sizes and the sampling rates. The best combination is only recommendation, the real benchmark of the project may not give the same results. Do not hesitate to try other combinations (if it works not well, choose combinations with higher buffer sizes)

Here is the documentation about the sampling finder:

https://wiki.st.com/stm32mcu/wiki/AI:NanoEdge_AI_Studio#Sampling_finder

 

Please let me know if you have any other questions,

Julian