- Collected LoRa RSSI data to investigate the relationship between physical data and ray-tracing-based simulation.- Adapted the ray-tracing for LoRa by refining the model of the monopole antenna and building materials.- Developed and optimized algorithms for tracking and localization with single antenna using the RSSI data collected.

- Gaussian modeled the fish age distribution to reconcile the uncertainty in the label.- Adjusted various hyperparameters and modified ResNet architecture for a low-bias classifier on fish otolith images.- Adapted discrete fish age classification result to be continuous by evaluating the expectation value of the distribution.

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