Advanced Low Probability of Intercept/Low Probability of Detection (LPI/LPD) Radar Using Artificial Intellegence Driven Methods

The Phase 1 effort successfully demonstrated that advanced LPI/LPD waveforms can be detected and classified with AI driven methods.  The overall findings have clearly defined the research direction of the Phase 2 effort.  Concentration on the combined selection of the waveform representation, and robust and compact discriminant selection with realistic radar waveform code length modulations will be emphasized in Phase 2. The Phase 2 effort will expand the toolbox of LPI/LPD waveforms, their representations and methods of compact robust discriminant selection.  The Phase 2 effort will also develop the plans to demonstrate LPI waveforms on fieldedand candidate future radars, subject to the capabilities of their transmit (Tx) and receive (Rx) hardware architectures, and help inform future upgrades to these systems in support of hosting dynamic waveform selection at the CPI and PRI level for LPI CEA.