Machine learning/artificial intelligence for sensor data fusion–opportunities and challenges

E Blasch, T Pham, CY Chong, W Koch… - IEEE Aerospace and …, 2021 - ieeexplore.ieee.org
During Fusion 2019 Conference (https://www. fusion2019. org/program. html), leading
experts presented ideas on the historical, contemporary, and future coordination of artificial …

An overview of systems engineering challenges for designing AI-enabled aerospace systems

AK Raz, EP Blasch, C Guariniello, ZT Mian - AIAA Scitech 2021 Forum, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-0564. vid Future operational
concepts of aerospace missions in both civil and defense domains increasingly demand …

A paradigm shift in crisis management: The nexus of AGI‐driven intelligence fusion networks and blockchain trustworthiness

Y Yue, JZ Shyu - Journal of Contingencies and Crisis …, 2024 - Wiley Online Library
In an era characterized by vast data streams and complex socioeconomic dynamics, the
fusion and precise analysis of multi‐sourced intelligence has emerged as a pivotal …

Scalable information fusion trust

EP Blasch, D Braines - 2021 IEEE 24th International …, 2021 - ieeexplore.ieee.org
Key concerns for the deployment of information fusion systems is conformance to standards,
methods for certifiability, and assessment of machine techniques to enhance human …

[PDF][PDF] Information fusion as an autonomy enabler for uas traffic management (utm)

E Blasch, AK Raz, R Sabatini… - Proceedings of the AIAA …, 2021 - researchgate.net
Autonomy proliferates air and space traffic management with the National Aeronautics and
Space Administration (NASA) initiative on Unmanned Aircraft System Traffic Management …

Information fusion as an autonomy enabler for uav traffic management

AK Raz, R Sabatini - AIAA Scitech 2021 Forum, 2021 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2021-0658. vid Autonomy proliferates air
and space traffic management with the National Aeronautics and Space Administration …

Dynamic Digital Twins for Situation Awareness

E Blasch, P Schrader, G Chen, S Wei… - NAECON 2024-IEEE …, 2024 - ieeexplore.ieee.org
Digital twins (DT) are becoming popular methods to leverage auxiliary information for real-
time support. Digital Twins are closely related to the Dynamic Data driven Applications …

Measuring Modality Utilization in Multi-Modal Neural Networks

S Singh, PP Markopoulos, E Saber… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Multimodal data provides information from different sensor types about the same underlying
phenomenon and enhances machine learning performance. However, neural networks …

Digital twin meets information fusion: panel summary

E Blasch, G Chen, Y Chen, Y Zheng… - … Fusion, and Target …, 2024 - spiedigitallibrary.org
Within the recent years, the concept of Digital Twins (DT) emerged to support digital
engineering physical-systems design in the processing and analysis of device components …

AI apparatus and method for managing operation of artificial intelligence system

J Han, C Heeyeon - US Patent 11,507,825, 2022 - Google Patents
Provided is an artificial intelligence (AI) apparatus for managing an operation of an artificial
intelligence (AI) system. The AI apparatus includes: a communication unit that receives state …