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      The smart house for older persons and persons with physical disabilities: structure, technology arrangements, and perspectives.

      IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
      Activities of Daily Living, Aged, Aging, Artificial Intelligence, Computing Methodologies, Dementia, rehabilitation, Diagnosis, Computer-Assisted, instrumentation, methods, Disabled Persons, Environment, Geriatric Assessment, Health Services for the Aged, Humans, Monitoring, Ambulatory, Needs Assessment, Online Systems, Patient Care Planning, Reminder Systems, Technology Assessment, Biomedical, Telemedicine, Therapy, Computer-Assisted, User-Computer Interface

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          Abstract

          Smart houses are considered a good alternative for the independent life of older persons and persons with disabilities. Numerous intelligent devices, embedded into the home environment, can provide the resident with both movement assistance and 24-h health monitoring. Modern home-installed systems tend to be not only physically versatile in functionality but also emotionally human-friendly, i.e., they may be able to perform their functions without disturbing the user and without causing him/her any pain, inconvenience, or movement restriction, instead possibly providing him/her with comfort and pleasure. Through an extensive survey, this paper analyzes the building blocks of smart houses, with particular attention paid to the health monitoring subsystem as an important component, by addressing the basic requirements of various sensors implemented from both research and clinical perspectives. The paper will then discuss some important issues of the future development of an intelligent residential space with a human-friendly health monitoring functional system.

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          Robot-assisted movement training compared with conventional therapy techniques for the rehabilitation of upper-limb motor function after stroke

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            Robot-aided neurorehabilitation

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              Artifact-resistant power-efficient design of finger-ring plethysmographic sensors.

              A miniaturized, telemetric, photoplethysmograph (PPG) sensor for long-term, continuous monitoring is presented in this paper. The sensor, called a "ring sensor," is attached to a finger base for monitoring beat-to-beat pulsation, and the data is sent to a host computer via a radio-frequency transmitter. Two major design issues are addressed: one is to minimize motion artifact and the other is to minimize the consumption of battery power. An efficient double ring design is developed to lower the influence of external force, acceleration, and ambient light, and to hold the sensor gently and securely on the skin, so that the circulation at the finger may not be obstructed. Total power consumption is analyzed in relation to characteristics of individual components, sampling rate, and CPU clock speed. Optimal operating conditions are obtained for minimizing the power budget. A prototype ring sensor is designed and built based on the power budget analysis and the artifact-resistive attachment method. It is verified through experiments that the ring sensor is resistant to interfering forces and acceleration acting on the ring body. Benchmarking tests with FDA-approved PPG and electrocardiogram reveal that the ring sensor is comparable to those devices in detecting beat-to-beat pulsation despite disturbances.
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