Novel Computing for Streaming Radio Frequency in Low Size, Weight and Power Environments

Today’s electronic processing technology is not keeping pace with the DOW’s computational demands. Growing networks of new higher resolution and higher fidelity sensors yield vast quantities of data, and deep neural networks are being deployed to reduce these data streams to actionable information for the warfighter. Concurrently, the constraints imposed by network capacity, latency, and data security are driving this sensor processing to the tactical and network edge where the data is collected...