Based on our research and exploration in the field of data processing and modeling of trajectory tracking data, this paper puts forward several observing data models with typical application. These models are relative to many aspects of statistics, optimization, functional approximation in theory and calculation. The investigation of these problems and models is significant to the solution of many relevant practical problems.