Real-time human ambulation, activity, and physiological monitoring: taxonomy of issues, techniques, applications, challenges and limitations.

作者: Rinat Khusainov , Djamel Azzi , Ifeyinwa Achumba , Sebastian Bersch

DOI: 10.3390/S131012852

关键词: Data collectionData miningData scienceEngineeringAssisted livingPhysiological monitoringMonitoring ambulatoryResearch studiesMotor activity

摘要: Automated methods of real-time, unobtrusive, human ambulation, activity, and wellness monitoring data analysis using various algorithmic techniques have been subjects intense research. The general aim is to devise effective means addressing the demands assisted living, rehabilitation, clinical observation assessment through sensor-based monitoring. research studies resulted in a large amount literature. This paper presents holistic articulation offers comprehensive insights along four main axes: distribution existing studies; device framework sensor types; collection, processing analysis; applications, limitations challenges. present systematic most complete study literature area order identify gaps prioritize future directions.

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