Litcius/Paper detail

Analytical Figures of Merit for Multisensor Arrays

Hadi Parastar, Dmitry Kirsanov

2020ACS Sensors25 citationsDOI

Abstract

Multisensor arrays employing various sensing principles are a rapidly developing field of research as they allow simple and inexpensive quantification of various parameters in complex samples. Quantitative analysis with such systems is based on multivariate regression techniques, and deriving of traditional analytical figures of merit (e.g., sensitivity, selectivity, limit of detection, and limit of quantitation) for such systems is not obvious and straightforward. Nevertheless, it is absolutely needed for further development of the multisensor research field and for introducing these instruments into the general context of analytical chemistry. Here, we report on the protocol for calculation of sensitivity, selectivity, and detection limits for multisensor arrays. The results are provided and discussed in detail for several real-world data sets.

Topics & Concepts

Figure of meritSensitivity (control systems)Context (archaeology)Limit (mathematics)Computer scienceField (mathematics)Detection limitMultivariate statisticsData miningBiological systemMachine learningMathematicsStatisticsEngineeringElectronic engineeringGeologyPaleontologyComputer visionPure mathematicsMathematical analysisBiologyAdvanced Chemical Sensor TechnologiesSpectroscopy and Chemometric AnalysesAnalytical Chemistry and Chromatography