Company Filing History:
Years Active: 2025
Title: Innovations in Aviation Data Communication by Jennifer Spicer
Introduction
Jennifer Spicer is an accomplished inventor based in Westminster, MD (US). She has made significant contributions to the field of aviation data communication, particularly in the area of anomaly detection within air traffic control surveillance systems. Her innovative work has the potential to enhance the safety and efficiency of aviation operations.
Latest Patents
Jennifer Spicer holds a patent for "Systems and methods of aviation data communication anomaly detection." This patent focuses on systems and methods for detecting anomalies in aviation data communication systems, such as air traffic control surveillance systems. The invention includes a processor that receives device status information. A variational autoencoder is utilized to optimize this information and determine whether it qualifies as an anomaly. The optimized device status information is then compared to both non-anomalous and anomalous device status data in a latent space of the variational autoencoder. This latent space features an n-D point scatter plot and hidden vector values. The processor generates multiple probabilistic models of the device status information and applies game theoretic optimization to identify the best model for generating the n-D point scatter plot in latent space. Additionally, an image gradient Sobel edge detector preprocesses the device status information prior to optimization.
Career Highlights
Jennifer Spicer is currently employed at L3Harris Technologies, Inc., where she continues to develop innovative solutions in aviation technology. Her work has garnered attention for its practical applications in enhancing air traffic control systems.
Collaborations
Jennifer collaborates with Robert Konczynski, contributing to advancements in their field through shared expertise and innovative ideas.
Conclusion
Jennifer Spicer's contributions to aviation data communication through her patent and work at L3Harris Technologies, Inc. highlight her role as a leading inventor in this critical area. Her innovative approaches to anomaly detection are paving the way for safer and more efficient air traffic management systems.