A study on target recognition fusion algorithm based on fuzzy theory

Feng Han; WanHai Yang

doi:10.1117/12.790864

19 February 2008 A study on target recognition fusion algorithm based on fuzzy theory

Feng Han, WanHai Yang

Proceedings Volume 6625, International Symposium on Photoelectronic Detection and Imaging 2007: Related Technologies and Applications; 66250V (2008) https://doi.org/10.1117/12.790864
Event: International Symposium on Photoelectronic Detection and Imaging: Technology and Applications 2007, 2007, Beijing, China

Abstract

In the process of the multi-sensors target recognition fusion, focused on the problem that it is difficult to determine the reliability of each sensor and how the data measured by different sensors are fused, a multi-sensor target recognition fusion method based on fuzzy theory is proposed. The mutual supportability of multiple sensors is obtained from the correlation function. Then by the membership function, the reliability of information provide by each sensor is gained. Finally, the supposed fusion result of multi-sensors target recognition can be produced on the basis of fuzzy integration function. The method is simple computationally and can objectively reflect the reliability of each sensor and interrelationship between these sensors. By applying the method to the target recognition, the simulation experiment shows that it can identify the target accurately and is an effective and feasible multi-sensors target recognition fusion method.

Citation Download Citation

Feng Han and WanHai Yang "A study on target recognition fusion algorithm based on fuzzy theory", Proc. SPIE 6625, International Symposium on Photoelectronic Detection and Imaging 2007: Related Technologies and Applications, 66250V (19 February 2008); https://doi.org/10.1117/12.790864

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