Analysis of Spectrometry Data with Restricted Resources (B01 (TFP))

资源有限的光谱数据分析 (B01 (TFP))

• 批准号: 197104383
• 金额: --
• 依托单位: Lehrstuhl Statistische Methoden in der Genetik und Chemometrie
• 依托单位国家: 德国
• 项目类别: Collaborative Research Centres (Transfer Project)
• 财政年份: 2011
• 资助国家: 德国
• 起止时间: 2010-12-31 至 2017-12-31
• 项目状态: 已结题
• 来源: https://gepris.dfg.de/gepris/projekt/197104383?language=en
• 关键词: Analysis; Spectrometry; Data; Restricted; Resources

Developing resource-aware algorithms for the analysis of spectrometry data enables future mobile spectrometers to identify substances and molecules in medical settings, especially in urgent emergency situations. Here, precision of measurement, time for data analysis, communication bandwidth, available memory and energy resources are limited, and transmitted data must be kept confidential. On the other hand, sufficient data quality and accuracy of analysis must be guaranteed.

开发用于分析光谱数据的资源感知算法使未来的移动光谱仪能够识别医疗环境中的物质和分子，特别是在紧急紧急情况下。在这里，测量精度、数据分析时间、通信带宽、可用内存和能源资源都是有限的，传输的数据必须保密。另一方面，必须保证足够的数据质量和分析的准确性。