ARTMAP-FD: Familiarity Discrimination Applied to Radar Target Recognition
Carpenter, Gail A.
Rubin, Mark A.
Streilein, William W.
MetadataShow full item record
ARTMAP-FD extends fuzzy ARTMAP to perform familiarity discrimination. That is, the network learns to abstain from meaningless guesses on patterns not belonging to a class represented in the training set. ARTMAP-FD can also be applied in conjunction with sequential evidence accumulation. Its performance is illustrated here on simulated radar range profile data.