search

RogetK / ODDET

Opera Dataset Data Extraction Tool
MIT License
14 stars 4 forks source link

Usage of data #2

Open flizgrkn opened 1 year ago

flizgrkn commented 1 year ago

Thank you for your code. I have a question about using data. In your OperaNet paper, you show the results on ResNet18. Input data is 2 or 3 channel depending on the data type. My question is "How did you concatenated spectrogram data from the two or three receivers in the channel dimension". Did you normalize the data?

Thank you for your answer

cjychenjiayi commented 3 weeks ago

hello @flizgrkn I would like to ask where you downloaded the source files for this dataset from. I couldn't find the corresponding part in the code.

msprITU commented 2 weeks ago

Hi @cjychenjiayi, I downloaded all data and codes from this link: https://springernature.figshare.com/collections/A_Comprehensive_Multimodal_Activity_Recognition_Dataset_Acquired_from_Radio_Frequency_and_Vision-Based_Sensors/5551209/1 I've used only PWR data for my research. S. Gölcük, F. Gürkan, N. Kahraman (2024, Mayıs). “Enhancing Passive Wi-Fi Sensor Data for Improved Activity Recognition.” In Proceedings of 32st Signal Processing and Communications Applications Conference (SIU), (s. 1-4).