This inventor holds 2 USPTO granted patents. Top assignee: Ford Global Technolgoies, LLC. Active years: 2022-2024.
Company Filing History:
Years Active: 2022-2024
Title: Innovations by Xunnong Xu in Vehicle Path Planning
Introduction
Xunnong Xu is an accomplished inventor based in Ann Arbor, MI (US). He has made significant contributions to the field of vehicle path planning, holding 2 patents that showcase his innovative approach to optimizing vehicle actions.
Latest Patents
Xunnong Xu's latest patents focus on advanced vehicle path planning techniques. The first patent describes a computer system that includes a processor and memory, with instructions to calibrate utility functions for determining optimal vehicle actions based on an approximate Nash equilibrium solution for multiple agents. This system assesses the difference between model-predicted future states and observed states for these agents. The instructions also enable the determination of a vehicle path based on the optimal actions derived from this analysis.
The second patent presents a modified version of a Nash equilibrium solution applied to a multiple agent game. This innovation employs an adaptive grid search optimization technique that calculates rewards and penalties for agents, which may include autonomous vehicles, non-autonomous vehicles, stationary objects, and pedestrians. The system simulates agent behavior to predict future states, ultimately determining optimal vehicle actions and downloading the resulting vehicle path to the vehicle.
Career Highlights
Xunnong Xu is currently employed at Ford Global Technologies, LLC, where he continues to develop cutting-edge technologies in the automotive sector. His work is instrumental in enhancing the safety and efficiency of vehicle navigation systems.
Collaborations
Xunnong Xu collaborates with talented colleagues such as Qi Dai and Suzhou Huang, contributing to a dynamic team focused on innovation in vehicle technology.
Conclusion
Xunnong Xu's contributions to vehicle path planning through his patents reflect his expertise and commitment to advancing automotive technology. His work not only enhances vehicle navigation but also paves the way for safer and more efficient transportation solutions.