摘要
利用LabVIEW多核编程环境,采用曙光16核服务器作为硬件平台,实现了动态模式识别下的多模式快速识别。同时,以压气机Mansoux模型为应用背景,设计压气机旋转失速识别快速检测系统,该系统解决了基于确定学习理论的多模式识别算法中涉及的大量计算问题,实验结果和性能分析进一步验证了该检测系统的快速性和可行性。
Based on the LabVIEW multi-core form, a rapid recognition under muhi-pattern programming environment and the Dawning Server hardware plat- environment of the dynamic pattern recognition is presented. Fur- thermore, with the classical Mansoux compressor model, a system for rapid detection of rotating stall in turbofan engines is designed. The system solves the large and complex computation of the dynamic pattern recognition algorithm. The results and performance analysis further demonstrate the effectiveness of the system.
出处
《测控技术》
CSCD
北大核心
2013年第6期124-129,共6页
Measurement & Control Technology
基金
国家自然科学基金重大研究计划重点项目(90816028
60934001)
关键词
LABVIEW
多核并行计算
确定学习
模式识别
LabVIEW
multi-core parallel computing
deterministic learning
pattern recognition
