This research explores statistical models in mobile communication, particularly Location Management System (LMS) models, offering insights into predicting mobile station locations within cellular frameworks. Through meticulous simulations, it demonstrates the effectiveness of these models in real-world scenarios. Additionally, the study delves into broader communication performance metrics, showing how elevation angle impacts line-of-sight communication, SNR, latency, and channel capacity. It highlights the importance of optimizing elevation angles for efficient communication, paving the way for enhanced design and operation of mobile communication systems.