Company Filing History:
Years Active: 2025
Title: Yuxiang Ren: Innovator in Vehicle Sensor Data Fusion
Introduction
Yuxiang Ren is a notable inventor based in Tallahassee, Florida. He has made significant contributions to the field of vehicle sensor technology. His innovative work focuses on enhancing the analysis and fusion of data from various vehicle sensors.
Latest Patents
Yuxiang Ren holds a patent for a "Data fusion and analysis engine for vehicle sensors." This patent describes systems and methods for data fusion and analysis of vehicle sensor data. It includes receiving a multiple modality input data stream from a variety of vehicle sensors. The invention determines latent features by extracting modality-specific features from the input data stream. It also aligns the distribution of the latent features of different modalities through feature-level data fusion. Classification probabilities can be determined for the latent features using a fused modality scene classifier. A tree-organized neural network is trained to determine path probabilities and issue driving pattern judgments. This network includes a soft tree model and a hard decision leaf. One or more driving pattern judgments can be issued based on the probability of possible driving patterns derived from the modality-specific features.
Career Highlights
Yuxiang Ren is currently employed at NEC Corporation, where he continues to develop innovative solutions in the field of vehicle technology. His work has garnered attention for its potential to improve vehicle safety and efficiency.
Collaborations
Yuxiang has collaborated with talented individuals such as LuAn Tang and Yuncong Chen. Their combined expertise contributes to the advancement of technology in vehicle sensor data analysis.
Conclusion
Yuxiang Ren is a pioneering inventor whose work in vehicle sensor data fusion is shaping the future of automotive technology. His contributions are vital for enhancing the safety and functionality of modern vehicles.