Leda Daehler

Title: Leda Daehler: Innovator in Vehicle Technology

Introduction

Leda Daehler is a prominent inventor based in Dearborn, MI, known for her contributions to vehicle technology. With a total of 2 patents, she has made significant strides in enhancing vehicle safety and performance through innovative computing systems.

Latest Patents

One of Leda's latest patents is titled "Road surface characterization using pose observations of adjacent vehicles." This invention involves a computing system that can crop an image based on the dimensions and location of a first vehicle. By estimating the pose of the first vehicle using a deep neural network, the system can operate a second vehicle accordingly. This technology is designed to identify hazards such as ice, mud, or potholes, enabling autonomous vehicles to avoid dangers or provide driver assistance alerts.

Another notable patent is "Vehicle adaptive learning," which focuses on determining vehicle actions based on sensor data. This system utilizes a first neural network with a safety agent to assess the probability of unsafe vehicle operation. The neural network is periodically retrained by a deep reinforcement learning agent, allowing for continuous improvement in vehicle operation based on real-time data.

Career Highlights

Leda Daehler is currently employed at Ford Global Technologies, LLC, where she applies her expertise in developing advanced vehicle technologies. Her work is instrumental in pushing the boundaries of what is possible in automotive safety and efficiency.

Collaborations

Throughout her career, Leda has collaborated with talented individuals such as Gautham Sholingar and Jinesh J Jain. These partnerships have fostered innovation and contributed to the success of her projects.

Conclusion

Leda Daehler's innovative work in vehicle technology showcases her commitment to improving safety and performance in the automotive industry. Her patents reflect a forward-thinking approach that is essential for the future of transportation.