Rajesh Kumar Malhan

Title: Innovations by Rajesh Kumar Malhan

Introduction

Rajesh Kumar Malhan is an accomplished inventor based in Troy, MI (US). He holds 2 patents that showcase his expertise in pedestrian tracking systems and aggressive driving behavior prediction. His innovative work contributes significantly to advancements in safety and technology.

Latest Patents

One of his latest patents is titled "Sequential pedestrian trajectory prediction using step attention for collision avoidance." This patent describes a pedestrian tracking system that includes a buffer or memory to store a trajectory sequence of a pedestrian. The system features a step attention module that iteratively predicts the states of the pedestrian by learning the stored trajectory sequence and modifying it to include predicted states.

Another notable patent is the "System for predicting aggressive driving." This system utilizes a first edge computing device to acquire spatial-temporal data from vehicle sensors. It employs deep learning methods to cluster the data into a driving score, which is then analyzed to determine the risk level of aggressive driving behavior.

Career Highlights

Rajesh has worked with prominent organizations such as Denso International America, Inc. and the University of Michigan. His experience in these institutions has allowed him to develop and refine his innovative ideas in the field of technology.

Collaborations

Some of his notable coworkers include Ethan Zhang and Neda Masoud. Their collaboration has likely contributed to the success of his projects and patents.

Conclusion

Rajesh Kumar Malhan's contributions to technology through his patents reflect his dedication to improving safety and efficiency in transportation. His work continues to influence the fields of pedestrian tracking and driving behavior prediction.