Classification method of support vector machine based on error correction coding

Junfei Li; Longhai Zhao

doi:10.1117/12.2623864

6 February 2022 Classification method of support vector machine based on error correction coding

Junfei Li, Longhai Zhao

Proceedings Volume 12081, Sixth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2021); 120810J (2022) https://doi.org/10.1117/12.2623864
Event: Sixth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2021), 2021, Chongqing, China

Abstract

In the space radiation environment, there will be many errors in the multi-classification results of support vector machine which caused by single event flipping, the ability to correct classification errors through error correction coding is studied in this paper, results of simulation confirm that error correction coding can increase the accuracy, which is beneficial for anti-single event flip.

Citation Download Citation

Junfei Li and Longhai Zhao "Classification method of support vector machine based on error correction coding", Proc. SPIE 12081, Sixth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2021), 120810J (6 February 2022); https://doi.org/10.1117/12.2623864

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