Title :
Optimistic medium access control using gait anaysis in Body Sensor Networks
Author :
Tiong Hoo Lim ; Teng Weng ; Bate, Iain
Author_Institution :
Electr. & Electron. Eng., Inst. Teknol. Brunei, Gadong, Brunei
Abstract :
Body Sensor Networks (BSNs) have been used to provide continuous remote health monitoring and analysis of physiological parameter of patient. These devices can be attached to different parts of the human body to capture and wirelessly transmit health statistics in a wearable, non-invasive form factor. However, the small physical size of the sensor node used in BSNs can result in irregular transmission failures caused by body shadowing. Body shadowing can disrupt the radio communication due to body movement preventing the radio signal from passing through. In this work, an innovative approach based on body positioning prediction is applied to minimise the transmission failures and lower the power consumption. By analysing the impact of different leg positions and twiddling of the radio signal, an algorithm to adapt the periodicity of the transmission period for reliable transmission is proposed. The results from hardware experiment have shown that the proposed solution can achieve transmission success rate above 90% with reducing the energy consumption by about 50%.
Keywords :
biomedical electronics; biomedical telemetry; body sensor networks; data acquisition; gait analysis; low-power electronics; medical control systems; medical signal processing; minimisation; radiowave propagation; telemedicine; BSN; body movement effect; body positioning prediction; body sensor networks; body shadowing; continuous remote health monitoring; data acquisition; energy consumption reduction; gait anaysis; hardware experiment; health statistics; innovative approach; irregular transmission failure; leg position effect; noninvasive sensing; optimistic medium access control; patient physiological parameter analysis; power consumption lowering; radio communication disruption; radio signal twiddling; radiosignal transmission prevention; sensor node physical size; transmission failure minimisation; transmission periodicity adaptation algorithm; transmission reliability; transmission success rate; wearable sensor; wireless transmission; Accelerometers; Algorithm design and analysis; Body sensor networks; Energy consumption; Media Access Protocol; Wireless communication; Body Sensor Networks; Body Shadowing; Duty Cycle; Gait Analysis; MAC;
Conference_Titel :
Wireless Mobile Communication and Healthcare (Mobihealth), 2014 EAI 4th International Conference on
Conference_Location :
Athens
DOI :
10.1109/MOBIHEALTH.2014.7015972