Company Filing History:
Years Active: 2025
Title: Innovations by Michael Fischer in Aviation Data Communication
Introduction
Michael Fischer is an accomplished inventor based in Indialantic, FL (US). He has made significant contributions to the field of aviation data communication, particularly in the area of anomaly detection. His innovative work aims to enhance the safety and efficiency of air traffic control surveillance systems.
Latest Patents
Michael Fischer 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 either non-anomalous or anomalous device status data in a latent space of the variational autoencoder. The processor generates multiple probabilistic models of the device status information and applies game theoretic optimization to identify the best model for generating an 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
Michael Fischer is currently employed at L3Harris Technologies, Inc., where he continues to work on innovative solutions in aviation technology. His expertise in data communication systems has positioned him as a valuable asset in the field.
Collaborations
Michael collaborates with Jennifer Spicer, leveraging their combined expertise to advance their projects and contribute to the field of aviation data communication.
Conclusion
Michael Fischer's innovative work in aviation data communication anomaly detection showcases his commitment to enhancing air traffic control systems. His contributions are vital for improving safety and efficiency in aviation.