Jiantao Yuan

Title: Innovations by Jiantao Yuan

Introduction

Jiantao Yuan is a prominent inventor based in Hangzhou, China. He has made significant contributions to the field of telecommunications and aero-engine technology. With a total of two patents to his name, Yuan's work focuses on advanced methodologies that leverage modern technology for improved efficiency and performance.

Latest Patents

Yuan's latest patents include an innovative aero-engine fault diagnosis method based on the fifth-generation telecommunication technology standard. This method utilizes a distributed computing framework and deep learning techniques. It involves data acquisition, preprocessing, and storage within a 5G cloud-edge-terminal network architecture. The method constructs a machine learning module in an edge cloud, utilizing historical data from an aero-engine fault database for training. This approach enables intelligent self-management of the aero-engine gear fault simulation platform.

Another notable patent is a method for configuring and updating random access resources in a multi-antenna MIMO environment. This method includes initializing a base station and broadcasting available RACH resources. Users can initiate random access processes on these resources, optimizing the configuration dynamically based on the number of antennas and utilization rates. This innovation aims to reduce waste of random access resources while improving overall system performance.

Career Highlights

Jiantao Yuan is affiliated with Hangzhou City University, where he contributes to research and development in his field. His work has garnered attention for its practical applications and potential to enhance existing technologies. Yuan's expertise in telecommunications and machine learning positions him as a valuable asset in the academic and research community.

Collaborations

Yuan collaborates with notable colleagues, including Anping Wan and Jinglin Wang. Their combined efforts contribute to advancing research and innovation in their respective fields.

Conclusion

Jiantao Yuan's contributions to technology through his patents reflect his commitment to innovation and excellence. His work in aero-engine fault diagnosis and MIMO resource management showcases the potential of integrating advanced technologies for practical solutions. Yuan's ongoing research continues to inspire advancements in telecommunications and engineering.