Biyue Li

Title: Innovations by Biyue Li: Pioneering Airspace Complexity Evaluation and Conflict Resolution

Introduction: Biyue Li is a distinguished inventor based in Beijing, China. With a focus on advancements in air traffic management, he has been instrumental in developing innovative technologies that enhance aviation safety and efficiency. His work has led to the filing of two notable patents that showcase his expertise in deep learning and game theory applications.

Latest Patents: Biyue Li's latest patents include a "Deep Unsupervised Learning Approach, Device and Storage Medium for Airspace Complexity Evaluation" and a "Flight Conflict Resolution Method and Apparatus Based on Ultimatum Game Theory". The first patent involves an advanced airspace complexity evaluation method that leverages deep unsupervised learning. This method employs a stacked autoencoder model to process airspace complexity factors, generating low-dimensional embedded representations. By clustering these representations, the model captures the centroids of airspace complexity data, allowing for effective evaluation of current airspace conditions through a sophisticated training loss function optimized via gradient descent.

The second patent introduces a method and apparatus for resolving flight conflicts based on ultimatum game theory. This innovative approach involves assessing the priorities of two aircraft when they are within a critical proximity. By calculating various angles and deflection parameters based on these priorities, the method effectively determines how each aircraft should adjust its course to ensure safety and compliance with established regulations.

Career Highlights: Biyue Li is affiliated with Beihang University, a leading institution known for its contributions to aviation and aerospace research. His work not only reflects his commitment to fostering technological advancements but also demonstrates a strong academic foundation in related fields. He has successfully contributed to a body of work that seeks to improve the safety and efficiency of air traffic management.

Collaborations: Throughout his career, Biyue Li has collaborated with esteemed colleagues such as Xianbin Cao and Wenbo Du. Their joint efforts have propelled significant research initiatives and have enriched the academic environment at Beihang University, further bridging the gap between theoretical research and practical applications in aviation technology.

Conclusion: Biyue Li stands out as a pioneer in the realm of air traffic management innovations. His two patents exemplify a robust application of deep learning and game theory to address critical challenges in aviation. As he continues his work at Beihang University, Biyue is poised to make further significant contributions to the field, advancing safety and operational efficiency within the aviation industry.