Uncertainty evaluation in algorithms with conditional statement

被引:17
作者
Betta, G [1 ]
Liguori, C
Pietrosanto, A
机构
[1] Univ Cassino, DAEIMI, I-03043 Cassino, FR, Italy
[2] Univ Salerno, DIIIE, I-84084 Fisciano, SA, Italy
关键词
algorithms uncertainty; conditional statement; digital signal processing; ISO GUM; uncertainty;
D O I
10.1109/TIM.2004.830739
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a methodology for the uncertainty evaluation of digital signal-processing algorithms including conditional instructions (if-then-else statements). In agreement with the suggestion of the ISO guide for the expression of uncertainty in measurement, a probabilistic approach is proposed. The application to different algorithms characterized by significant decision phases is approached theoretically, verifying the results also by suitable simulation. The generality and suitability of the proposed approach are then proved on a number of different real-world applications.
引用
收藏
页码:969 / 976
页数:8
相关论文
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