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作者:

Fan, Bo (Fan, Bo.) | He, Zhengbing (He, Zhengbing.) | Tian, Hui (Tian, Hui.) | Kong, Dewen (Kong, Dewen.) | Chen, Yanyan (Chen, Yanyan.) (学者:陈艳艳)

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EI Scopus SCIE

摘要:

Owing to the developments of wireless communication technologies, mobile health (M-Health) has been postulated as a promising means to improve healthcare quality and save lives in emergencies. However, using wireless communications in M-Health faces the following challenges. First, the wireless transmission may generate electromagnetic interference (EMI) and trigger critical malfunctions to the medical devices. Second, different types of M-Health applications and time-varying patient conditions require dynamic quality of service (QoS). Third, energy efficiency (EE) should be optimized to guarantee the reliability of M-Health services, considering the limitations of the existing battery technologies. To address these challenges, this paper investigates the joint channel and power resource allocation problem for vehicular M-Health communications. The problem is formulated as a mixed-integer nonlinear program (MINLP) to maximize the system EE with the consideration of EMI constraints on medical equipment and dynamic QoS requirements of medical users. To find possible solutions, we reformulate the MINLP problem by relaxing the integer variables and transforming the objective to convex forms. Based on the dual-decomposition method, we first obtain the optimal power allocation and then recover the channel allocation variables to integers. To satisfy the QoS requirements, we develop two channel allocation strategies, i.e., the QoS fulfillment strategy and the QoS compensation strategy. The swap-blocking allocation concept is introduced to guarantee the optimality of the obtained solutions. Simulation results show that the proposed resource allocation scheme improves the system EE and service satisfaction degree.

关键词:

mixed-integer nonlinear program (MINLP) Electromagnetic interference resource allocation energy efficiency (EE) Resource management Quality of service Accidents electromagnetic interference (EMI) Wireless communication Medical services Vehicle dynamics Dynamic user priority

作者机构:

  • [ 1 ] [Fan, Bo]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 2 ] [He, Zhengbing]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Kong, Dewen]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 4 ] [Chen, Yanyan]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China
  • [ 5 ] [Tian, Hui]Beijing Univ Posts & Telecommun, State Key Lab Networking & Switch Technol, Beijing 100876, Peoples R China

通讯作者信息:

  • 陈艳艳

    [Chen, Yanyan]Beijing Univ Technol, Beijing Key Lab Traff Engn, Beijing 100124, Peoples R China

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来源 :

IEEE SYSTEMS JOURNAL

ISSN: 1932-8184

年份: 2020

期: 2

卷: 14

页码: 2097-2108

4 . 4 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:132

被引次数:

WoS核心集被引频次: 7

SCOPUS被引频次: 7

ESI高被引论文在榜: 0 展开所有

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