关键词: 算法, 支持向量机, 辐射

Abstract: Algorithms of resisting single particle effect for support vector machine which being implemented in FPGA and applied in space are discussed. The paper mainly designs checkout algorithms for polynomial kernel and Gauss kernel which are mostly used in support vector machine in order to achieve error detection and fault tolerance under the condition of certain judgment accuracy. The results of simulation show that the algorithms are feasible which will play an active role for the application of support vector machine in space.

Key words: arithmetic, support vector machines, radiation