Title :
A Nearest Neighbor Fuzzy Classifier for Radar Target Recognition Using Combined Features
Author :
Liu, Xiankang ; Gao, Meiguo ; Fu, Xiongjun
Author_Institution :
Inst. of Inf. & Technol., Beijing Inst. of Technol.
Abstract :
This paper presents a nearest neighbor fuzzy classifier (NNFC), which is very suitable to process the combined features with different data types and scales. The NNFC does not require the combined features with the same data types and scales, and it is not necessary to perform any pre-processing. It uses the fuzzy membership function to process each feature of the combined features. Experiments with real satellite data show that the NNFC can effectively perform radar target recognition of multiple features combination
Keywords :
fuzzy set theory; image recognition; radar imaging; fuzzy membership function; nearest neighbor fuzzy classifier; radar target recognition; Boolean functions; Data mining; Data structures; Information analysis; Nearest neighbor searches; Satellites; Sensor fusion; Sensor phenomena and characterization; Spaceborne radar; Target recognition;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345817
