邝继顺,周颖波,蔡烁,皮霄林.用KM算法增强测试集的频谱主分量[J].电子测量与仪器学报,2017,31(1):112-117
用KM算法增强测试集的频谱主分量
Enhance prominent spectral component of test set by using KM algorithm
  
DOI:10.13382/j.jemi.2017.01.016
中文关键词:  频谱分析  主分量  二分图匹配  KM算法  相关性
英文关键词:spectral analysis  prominent component  bipartite graph match  KM algorithm  correlation
基金项目:国家自然科学基金(61472123)资助项目
作者单位
邝继顺 湖南大学信息科学与工程学院长沙410082 
周颖波 湖南大学信息科学与工程学院长沙410082 
蔡烁 湖南大学信息科学与工程学院长沙410082 
皮霄林 1. 湖南大学信息科学与工程学院长沙410082; 2. 广东电网有限责任公司珠海供电局珠海519000 
AuthorInstitution
Kuang Jishun College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China 
Zhou Yingbo College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China 
Cai Shuo College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China 
Pi Xiaolin 1. College of Computer Science and Electronic Engineering, Hunan University, Changsha 410082, China; 2. Guangdong Power Grid Co., Ltd. Zhuhai Power Supply Bureau, Zhuhai 519000, China 
摘要点击次数: 1048
全文下载次数: 1016
中文摘要:
      在集成电路测试领域常常需要对测试集和测试响应进行频谱分析,计算其频谱主分量,用于指导测试产生和进行测试数据压缩等。提出一种用KM(Kuhn Munkras)算法增强测试集频谱主分量的方法,先根据测试集和其频谱主分量矩阵构建二分图模型和权值矩阵,把增强频谱主分量的问题转化为二分图的匹配问题,然后用KM算法求解。根据匹配关系调整测试集中测试向量的顺序后,频谱主分量和测试集的相关性增加,频谱主分量得到增强。在ISCAS 89基准电路测试集的实验表明,测试集排序后,其频谱主分量的相关性提高了19.05%,测试集残差FDR编码压缩率提高了4.59%。
英文摘要:
      In the field of integrated circuit testing, in order to improve the test data compression ratio and test generation, it is often necessary to do spectral analysis of the test set and test response and calculate their prominent spectral component. A method is proposed to enhance the prominent spectral component of test set by using KM (Kuhn Munkras) algorithm. Based on the test set and its prominent spectral component, a bipartite graph and a weighting matrix are constructed. The problem of the enhancement of prominent spectral component is transformed into a bipartite graph matching problem, and then be solved by KM algorithm. After the order adjustment of test set according to the matching relationship, the correlation between prominent component and test set is increased, and the prominent spectral component is enhanced. In this paper, the experimental results about the test set of the ISCAS 89 benchmark circuits show that the coefficient of the sorted test can increase by 19.05% on average, and the test set residue compression ratio basis on FDR (frequency directed run length) code can increase by 4.59% on average.
查看全文  查看/发表评论  下载PDF阅读器