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This report results from a contract tasking Cranfield University (RMCS) as follows: The Grantee will investigate various mathematical concepts of detection and characterization of simulated radar signals. As detailed in the technical proposal at least four approaches will be investigated: 1. A varied matched filter and spectral analysis 2. A neural network (NN) approach based on the use of NNs to detect pulse radar. 3. Methods derived from CDMA (code division multiple access) multiuser detection. 4. Independent component analysis (ICA). He will employ MATLAB and SIMULINK to generate signals and MATLAB for their analysis Efficiency of algorithms will be an important consideration in assessing the performance of the mathematical approaches developed.