NIST统计测试集的研究进展:国产化计算机软件包的开发
A Review Study of NIST Statistical Test Suite: Development of an indigenous Computer Package
摘要:
对NIST统计测试套件进行了回顾性研究,目的是了解其所有测试算法并独立编写其C代码,而无需查看NIST文档中提到的各个站点。所有的代码都与NIST文档中给出的测试数据进行了测试,结果非常一致,并已在MS Windows平台上将代码打包成可执行程序包。在此基础上,对Park & Miller的LCG、Knuth的LCG和BBSG等三种PRNG进行了详尽的测试。我们的研究结果支持目前的信念,BBSG是一个更好的PRNG比其他两个。
英文摘要:
A review study of NIST Statistical Test Suite is undertaken with a motivation to understand all its test algorithms and to write their C codes independently without looking at various sites mentioned in the NIST document. All the codes are tested with the test data given in the NIST document and excellent agreements have been found. The codes have been put together in a package executable in MS Windows platform. Based on the package, exhaustive test runs are executed on three PRNGs, e.g. LCG by Park & Miller, LCG by Knuth and BBSG. Our findings support the present belief that BBSG is a better PRNG than the other two.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。