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Communication Dans Un Congrès Année : 2010

Towards non-intrusive sleep pattern recognition in elder assistive environment

Résumé

Quality of sleep is an important attribute of an elder's health state and its assessment is still a challenge. The sleep pattern is a significant aspect to evaluate the quality of sleep, and how to recognize elder's sleep pattern is an important issue for elder-care community. With the pressure sensor matrix to monitor the elder's sleep behavior in bed, this paper presents an unobtrusive sleep postures detection and pattern recognition approaches. Based on the proposed sleep monitoring system, the processing methods of experimental data and the classification algorithms for sleep pattern recognition are also discussed

Dates et versions

hal-01305173 , version 1 (20-04-2016)

Identifiants

Citer

Hongbo Ni, Bessam Abdulrazak, Daqing Zhang, Shu Wu, Zhiwen Yu, et al.. Towards non-intrusive sleep pattern recognition in elder assistive environment. UIC 2010 : 7th International Conference on Ubiquitous Intelligence and Computing, Oct 2010, Xi'An, China. pp.96 - 109, ⟨10.1007/978-3-642-16355-5_10⟩. ⟨hal-01305173⟩
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