CAJ | 학술논문

研究物联网下的差异设备的兼容性模型,对提高物联网平台的工作稳定性和可靠性至关重要.提出一种基于改进K-means不定特征聚类的差异设备软件特征不兼容性分析方法,实现对差异设备的兼容性测试.构建物联网环境下的差异设备通信模型,得到物联网环境下的差异设备多路复用器输出端口节点的集合,在不同的分组中采用随机概率模型消除差异性软件特征.通过改进K-means实现物联网下差异设备兼容性测试数据的聚类分析,为实现差异设备兼容性测试提供准确的数据基础.通过消除物联网差异特征的关联度实现差异设备兼容性测试模型构建.实验结果表明,该算法的测试效果较好,使得设备的兼容性和可移植性提高,物联网系统的鲁棒性好.
연구물련망하적차이설비적겸용성모형,대제고물련망평태적공작은정성화가고성지관중요.제출일충기우개진K-means불정특정취류적차이설비연건특정불겸용성분석방법,실현대차이설비적겸용성측시.구건물련망배경하적차이설비통신모형,득도물련망배경하적차이설비다로복용기수출단구절점적집합,재불동적분조중채용수궤개솔모형소제차이성연건특정.통과개진K-means실현물련망하차이설비겸용성측시수거적취류분석,위실현차이설비겸용성측시제공준학적수거기출.통과소제물련망차이특정적관련도실현차이설비겸용성측시모형구건.실험결과표명,해산법적측시효과교호,사득설비적겸용성화가이식성제고,물련망계통적로봉성호.
The compatibility model of difference equipment is studied in Internet of things, it is essential to improve the sta-bility and reliability of Internet of things platform. A difference analysis method of equipment software features is proposed based on improved K-means uncertainty feature clustering, the incompatibility, compatibility test is realized. The differ-ence device communication model is constructed under environment of Internet of things, difference equipment multiplexer output port nodes under environment is obtained. In different groups of random probability model, the difference of software features are eliminated, difference compatibility test data analysis is realized. Accurate data base for the realization of the difference compatibility test is taken. By eliminating the difference feature correlation degree, difference compatibility test model construction is obtained. The experimental results show that algorithm is effective, and the equipment compatibility and portability are improved, the robustness is ensured.