Tung Minh Phan

Title: Innovations of Tung Minh Phan

Introduction

Tung Minh Phan is a notable inventor based in Garden Grove, California. He has made significant contributions to the field of trajectory prediction, holding a total of five patents. His work focuses on predicting the movement of various agents in different environments, which has important applications in transportation and robotics.

Latest Patents

One of Tung Minh Phan's latest patents is titled "Trajectory prediction from precomputed or dynamically generated bank of trajectories." This patent describes techniques for predicting how an agent, such as a vehicle, bicycle, or pedestrian, will move based on prior movement patterns, the road network, surrounding objects, and other relevant environmental factors. The patent outlines several trajectory prediction techniques, including the generation of a probability map for an agent's movement, the creation of a trajectory lattice, and the use of multi-modal regression. In this approach, a classifier, such as a neural network, is trained to classify the probability of various learned modes, allowing each model to produce a trajectory based on current input.

Career Highlights

Tung Minh Phan is currently employed at Motional Ad LLC, where he continues to innovate in the field of trajectory prediction. His work is instrumental in advancing technologies that enhance the safety and efficiency of transportation systems.

Collaborations

Tung has collaborated with several talented individuals, including Eric Wolff and Elena Corina Grigore. Their combined expertise contributes to the development of cutting-edge solutions in the field.

Conclusion

Tung Minh Phan is a prominent inventor whose work in trajectory prediction is paving the way for advancements in transportation technology. His innovative patents and collaborations highlight his commitment to improving how agents navigate their environments.