Xia Li

Title: Innovations of Xia Li in Wireless Network Technology

Introduction

Xia Li is a prominent inventor based in Burlington, MA, known for her contributions to wireless network technology. With a total of four patents to her name, she has made significant strides in utilizing machine learning and neural network models to enhance wireless network performance.

Latest Patents

One of Xia Li's latest patents focuses on systems and methods for utilizing machine learning and neural network models to identify issues in wireless networks. The invention describes a device that receives input data associated with a wireless network and extracts relevant data to generate extracted data. This device creates PRB images based on the extracted data and processes these images with a first model to associate labels with each PRB image. Subsequently, the device uses a second model to identify potential issues associated with the PRB images. It further processes the data identifying these potential issues with a third model to compress the data into an array. Finally, the device employs a fourth model to determine probability scores associated with the potential issues and selects the issue with the highest probability score as a detected issue, allowing the device to perform actions based on this detected issue.

Career Highlights

Xia Li is currently employed at Verizon Patent and Licensing Inc., where she continues to innovate in the field of wireless technology. Her work has been instrumental in advancing the capabilities of wireless networks through the application of machine learning techniques.

Collaborations

Xia collaborates with notable colleagues, including Christian Winter and Brian A Ward, who contribute to her projects and research endeavors.

Conclusion

Xia Li's innovative work in wireless network technology showcases her expertise and commitment to improving network performance through advanced methodologies. Her contributions are paving the way for future advancements in the field.