Ming Xu

Title: Innovations of Ming Xu in Modulation Recognition

Introduction

Ming Xu is a prominent inventor based in Nanjing, China. He has made significant contributions to the field of modulation recognition through his innovative methods. His work focuses on improving the accuracy of recognition systems, particularly in challenging conditions.

Latest Patents

Ming Xu holds a patent for an "Intelligent data and knowledge-driven method for modulation recognition." This patent outlines a comprehensive approach that includes several steps: collecting spectrum data, constructing attribute vector labels for different modulation schemes, and developing an attribute learning model. The method also involves creating a visual model for modulation recognition and a feature space transformation model. This intelligent approach significantly enhances recognition accuracy at low signal-to-noise ratios (SNRs) and minimizes confusion between higher-order modulation schemes.

Career Highlights

Ming Xu is affiliated with Nanjing University of Aeronautics and Astronautics, where he contributes to research and development in his field. His work has garnered attention for its practical applications and innovative techniques.

Collaborations

Ming Xu collaborates with notable colleagues, including Fuhui Zhou and Rui Ding. Their combined expertise fosters a productive research environment that drives advancements in modulation recognition.

Conclusion

Ming Xu's innovative methods in modulation recognition represent a significant advancement in the field. His contributions are poised to enhance the accuracy and efficiency of recognition systems in various applications.