دانلود مقاله ISI انگلیسی شماره 78419
عنوان فارسی مقاله

یک مدل شبیه سازی فعالیت روزانه خانه برای ارزیابی سیستم های امنیتی شیوه زندگی

کد مقاله سال انتشار مقاله انگلیسی ترجمه فارسی تعداد کلمات
78419 2013 9 صفحه PDF سفارش دهید محاسبه نشده
خرید مقاله
پس از پرداخت، فوراً می توانید مقاله را دانلود فرمایید.
عنوان انگلیسی
A home daily activity simulation model for the evaluation of lifestyle monitoring systems
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Computers in Biology and Medicine, Volume 43, Issue 10, 1 October 2013, Pages 1428–1436

کلمات کلیدی
شبیه سازی؛ نظارت بر شیوه زندگی؛ فعالیت های روزانه؛ Telecare
پیش نمایش مقاله
پیش نمایش مقاله یک مدل شبیه سازی فعالیت روزانه خانه برای ارزیابی سیستم های امنیتی شیوه زندگی

چکیده انگلیسی

Lifestyle monitoring (LM) technology is part of a new generation of telecare which aims to observe the daily activities of older or vulnerable individuals and determine if a medical or care intervention would be beneficial. The development and validation of new LM systems should ideally involve extensive trials with users in real conditions. Unfortunately, effective user trials are very challenging, generally limited in scope and costly. In this paper, a simulator is proposed that can serve to generate synthetic data of daily activity which can then be used as a tool for the validation and development of LM systems. The most challenging part of the simulator is to replicate people′s behaviour. In the paper, a novel model of daily activity simulation is proposed. Such daily activities are dependent on a number of external factors that control the need or desire to perform the activity. The proposed simulator aims to reproduce behaviour such that the probability of performing an activity increases until the need is fulfilled. It is possible to parameterise the behavioural model according to a set of features representing a particular individual. The simulator parameters have been populated using real world experiments through hardware testing and data collection with older people. Experimental verification that the desired features are reasonably reproduced by the simulator is provided.

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