This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignees: At&t Intellectual Property I, LP, George Mason University. Active years: 2026.
Company Filing History:
1 out of 16,768 
1 out of 270 
Years Active: 2026
Title: Parth Pathak: Innovator in RF Spectrum Propagation Modeling
Introduction
Parth Pathak is a notable inventor based in Centreville, VA (US). He has made significant contributions to the field of radio frequency (RF) spectrum propagation modeling and prediction. His innovative approach combines statistical methods with machine learning techniques to enhance the accuracy of signal coverage estimates.
Latest Patents
Parth Pathak holds a patent for a "Hybrid statistical and machine learning method and system for radio frequency (RF) spectrum propagation modeling and prediction." This patent involves obtaining data regarding an environment associated with a cell site. It includes identifying coverage pivots from various locations and utilizing machine learning models to determine emission directions. The resulting emission directions enable ray tracing simulations, which derive signal coverage estimates for the coverage pivots and extrapolate estimates for other locations.
Career Highlights
Throughout his career, Parth has worked with prominent organizations, including AT&T Intellectual Property I, LP and George Mason University. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in RF technology.
Collaborations
Parth has collaborated with talented individuals such as Abbas Munawar Fazal and Yu Zhou. These partnerships have fostered innovation and have been instrumental in advancing his research projects.
Conclusion
Parth Pathak's work in RF spectrum propagation modeling exemplifies the intersection of statistical analysis and machine learning. His contributions are paving the way for more efficient communication technologies.