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Admission Control Over Internet of Vehicles Attached With Medical Sensors for Ubiquitous Healthcare Applications

机译:无处不在的医疗应用中装有医疗传感器的车辆的互联网访问控制

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摘要

Wireless technologies and vehicle-mounted or wearable medical sensors are pervasive to support ubiquitous healthcare applications. However, a critical issue of using wireless communications under a healthcare scenario rests at the electromagnetic interference (EMI) caused by radio frequency transmission. A high level of EMI may lead to a critical malfunction of medical sensors, and in such a scenario, a few users who are not transmitting emergency data could be required to reduce their transmit power or even temporarily disconnect from the network in order to guarantee the normal operation of medical sensors as well as the transmission of emergency data. In this paper, we propose a joint power and admission control algorithm to schedule the users’ transmission of medical data. The objective of this algorithm is to minimize the number of users who are forced to disconnect from the network while keeping the EMI on medical sensors at an acceptable level. We show that a fixed point of proposed algorithm always exists, and at the fixed point, our proposed algorithm can minimize the number of low-priority users who are required to disconnect from the network. Numerical results illustrate that the proposed algorithm can achieve robust performance against the variations of mobile hospital environments.
机译:无线技术和车载或可穿戴式医疗传感器已普及到支持无处不在的医疗应用。但是,在医疗保健情况下使用无线通信的关键问题在于射频传输引起的电磁干扰(EMI)。较高的EMI可能会导致医疗传感器严重故障,在这种情况下,可能需要一些未传输紧急数据的用户以降低其传输功率,甚至暂时断开网络连接,以确保医疗传感器的正常运行以及紧急数据的传输。在本文中,我们提出了一种联合功率和准入控制算法来调度用户的医疗数据传输。该算法的目的是使被迫断开网络连接的用户数量降至最低,同时将医疗传感器上的EMI保持在可接受的水平。我们表明,提出的算法始终存在一个固定点,并且在该固定点处,我们的提出的算法可以最大程度地减少需要断开网络连接的低优先级用户的数量。数值结果表明,所提出的算法能够针对移动医院环境的变化实现鲁棒的性能。

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