Deekshant Saxena

Title: Deekshant Saxena: Innovator in Location Intelligence and GNSS Correction

Introduction

Deekshant Saxena is a prominent inventor based in Mumbai, India. He has made significant contributions to the fields of location intelligence and global navigation satellite systems (GNSS). With a total of 7 patents to his name, Saxena is recognized for his innovative approaches to complex driving scenarios and ethical decision-making in autonomous vehicles.

Latest Patents

One of Saxena's latest patents focuses on location intelligence for building empathetic driving behavior to enable Level 5 (L5) cars. This system and method allow vehicles to make ethical and empathetic driving decisions by utilizing deep learning aided location intelligence. The technology identifies moral islands and complex driving scenarios where ethical decisions are required. A Generative Adversarial Network (GAN) is employed to generate synthetic training data that captures a variety of ethically complex driving situations. The deep learning model, known as ETHNET, is trained to output one or more driving decisions when a vehicle encounters these complex scenarios in real-world situations.

Another notable patent involves GNSS error resolution. This invention describes a method and apparatus for correcting GNSS signals. The apparatus includes a communication interface and a processor that is configured to handle multiple GNSS signals. These signals may contain at least one almanac value and one ephemeris value. The processor generates a spatio-temporal graph model based on these values and a predetermined offset for a base location. This model analyzes subsequent GNSS signals to determine a predicted offset or a corrected GNSS position.

Career Highlights

Deekshant Saxena currently works at Here Global B.V., a company known for its advanced mapping and location data services. His work at Here Global B.V. has allowed him to apply his innovative ideas in practical applications that enhance navigation and driving experiences.

Collaborations

Saxena collaborates with talented individuals in his field, including Senjuti Sen and Danny Savla. These collaborations foster an environment of creativity and innovation, leading to groundbreaking advancements in technology.

Conclusion

Deekshant Saxena is a visionary inventor whose work in location intelligence and GNSS correction is paving the way for the future of autonomous driving. His contributions are not only enhancing vehicle technology but also addressing ethical considerations in driving behavior.