Refine
H-BRS Bibliography
- yes (36)
Departments, institutes and facilities
- Fachbereich Informatik (36) (remove)
Document Type
- Conference Object (18)
- Article (12)
- Part of a Book (2)
- Patent (2)
- Report (2)
Year of publication
Keywords
- Skin detection (2)
- automated sensor-screening (2)
- biometrics (2)
- machine learning (2)
- optical sensor (2)
- semiconducting metal oxide gas sensor array (2)
- Circular saws (1)
- Collaborating industrial robots (1)
- Embedded system (1)
- Exergame (1)
- Field sequential imaging (1)
- Functional safety (1)
- Hand injuries (1)
- Light curtain (1)
- MOOC (1)
- MOX gas sensors (1)
- NIR (1)
- NIR-point sensor (1)
- OCT (1)
- PAD (1)
- Protective system (1)
- Safety guard (1)
- Smart InGaAs camera-system (1)
- Spectroscopy (1)
- Ultrasonic array (1)
- ambulatory monitoring (1)
- analog/digital signal processing (1)
- authentication (1)
- automatic measurement validation (1)
- camera-based person detection (1)
- collaborative learning (1)
- decision tree learning (1)
- detection (1)
- displacement measurement (1)
- estimation (1)
- feature (1)
- fingerprint (1)
- gamification (1)
- high degree of diagnostic coverage and reliability (1)
- high diagnostic coverage and reliability (1)
- high dynamic range resistance readout (1)
- holography (1)
- human-robot collaboration (1)
- industrial robots (1)
- international teams (1)
- light curtains (1)
- motion estimation (1)
- multi causal strain (1)
- multi-channel power sourcing (1)
- multidisciplinary (1)
- near infrared (1)
- near-infrared (1)
- optical coherence tomography (1)
- optical flow (1)
- optical safeguard sensor (1)
- optical triangulation (1)
- opto-electronic protective device (1)
- physical activity (1)
- physiological monitoring (1)
- presentation attack detection (1)
- presentation attack detection (PAD) (1)
- prioritizable ranking (1)
- project-based learning (1)
- sensor resilience (1)
- serious games (1)
- signal processing algorithm (1)
- skin detection (1)
- slope based signature (1)
- strain (1)
- stress (1)
- time series analysis (1)
- ultrasonic sensor (1)
- welfare technology (1)
The following work presents algorithms for semi-automatic validation, feature extraction and ranking of time series measurements acquired from MOX gas sensors. Semi-automatic measurement validation is accomplished by extending established curve similarity algorithms with a slope-based signature calculation. Furthermore, a feature-based ranking metric is introduced. It allows for individual prioritization of each feature and can be used to find the best performing sensors regarding multiple research questions. Finally, the functionality of the algorithms, as well as the developed software suite, are demonstrated with an exemplary scenario, illustrating how to find the most power-efficient MOX gas sensor in a data set collected during an extensive screening consisting of 16,320 measurements, all taken with different sensors at various temperatures and analytes.