We have noticed instances that some sensors do not capture data accurately and we hope to build a model to identify these sensors. Some of the potential model that we are considering but not sure how to implement are:
- Bayesian Model
- Time series model (e.g. ARIMA)
Any suggestions on model selection and implementation are highly appreciated.