Abstract: A network modeling system which includes an RF synthetic environment controller that iteratively applies a range of parameter metrics to synthetic RF environment and IP traffic flow to characterize the performance of a datalink network. A report and model of datalink performance is produced and may be used to mission effectiveness assessments, reliant system testing, AI/ML training, and dynamically select settings for a datalink in real-world conditions. The network modeling system may receive a mission scenario that defines the location, orientation, and speed of a mobile platform over time. The datalink network may then be further characterized according to mission parameters. The network modeling system may produce a database of datalink performance under various scenarios. The database may then be used to train a neural network or other machine learning technology to select settings for a datalink.

Abstract: An electromagnetic channel emulator system is disclosed. The system includes an electromagnetic switch matrix sub-system communicatively coupled to one or more systems under test and one or more simulation control layers. The system may include a high performance computing layer including one or more processing element nodes. The electromagnetic switch matrix sub-system may include one or more electromagnetic systems under test input/output layers and one or more high performance computing input/output layers. The one or more input/output layers may include one or more signal converters. The electromagnetic switch matrix sub-system may include one or more switches communicatively coupled to the one or more input/output layers and the high performance computing layer. The one or more switches may be configured to selectively position the one or more analog signals based on the received one or more simulation control layer signals.