Company Filing History:
Years Active: 2023-2024
Title: Jacob M Miller: Innovator in Artificial Intelligence and Signal Processing
Introduction
Jacob M Miller is a prominent inventor based in State College, PA (US). He has made significant contributions to the field of artificial intelligence and signal processing, holding 2 patents that showcase his innovative approach to technology.
Latest Patents
One of Jacob's latest patents is focused on the demodulation of non-return to zero (NRZ) or other signals using multiple-input artificial intelligence/machine learning (AI/ML) models. This method involves obtaining pairs of in-phase (I) and quadrature (Q) samples associated with a signal to be demodulated. The process includes providing a set of I/Q pairs to a trained AI/ML model, which generates a symbol estimate for the symbol based on the set of I/Q pairs. This symbol estimate represents a portion of data encoded in the signal.
Another notable patent addresses the demodulation of frequency-hopping spread spectrum (FHSS) signals using sequential AI/ML models. This method utilizes a first trained AI/ML model to identify occupied frequency channels associated with incoming signals during multiple time periods. It generates baseband signals using portions of the incoming signals associated with the occupied frequency channels and employs a second trained AI/ML model to recover data from these baseband signals.
Career Highlights
Jacob M Miller is currently employed at Raytheon Company, where he applies his expertise in AI and signal processing to develop cutting-edge technologies. His work has positioned him as a key player in the advancement of communication systems.
Collaborations
Jacob collaborates with talented individuals such as H Brown Cribbs, III and Joshua A Noble, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Jacob M Miller is a distinguished inventor whose work in artificial intelligence and signal processing continues to impact the industry. His patents reflect a commitment to advancing technology and improving communication systems.