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Design of a Prediction based MAC Scheme for Wireless Body Area Networks

첫 페이지 보기
  • 발행기관
    한국차세대컴퓨팅학회 바로가기
  • 간행물
    한국차세대컴퓨팅학회 학술대회 바로가기
  • 통권
    The 7th International Conference on Next Generation Computing 2021 (2021.11)바로가기
  • 페이지
    pp.293-297
  • 저자
    Aamir Hussain, Amir Ijaz, Mubashir Ali, Nauman Saeed
  • 언어
    영어(ENG)
  • URL
    https://www.earticle.net/Article/A448072

원문정보

초록

영어
To provide the effective monitoring in health care field, the access of communication medium to transmitting nodes should be according to the medical conditions of patients. For more reliable and efficient use of WBANs the medium access needs to be assigned to data transmissions before the occurrence of emergency conditions, so that timely treatments can be triggered for medically critical patients. The existing MAC schemes are able to prioritize the emergency data for transmissions but, after the occurrence of emergency events and the prioritization process of data transmissions itself incurs delay. The delays in transmissions of medically critical patient’s data can be disastrous. Even the conventional MAC schemes of IEEE 802.15.4 and 802.15.6 protocols are not able to transmit the medical data with dynamic and predicted priorities. This research study focused on the prioritization of the data transmissions of the patients based on the predicted conditions of patients in dynamic manner. Therefore, the data of patients is analyzed to predict the emergency events and then prioritized to transmit the data of critical patients to medical concerns in time. The design of proposed MAC scheme is based on Time Division Multiple Access which makes it a congestion free MAC scheme. The proposed scheme is tested in simulation environment. The results showed that the presented MAC scheme predicted the patient’s condition with approximately 87% of accuracy and prioritized the data streams accordingly in dynamic manners. The proposed scheme efficiently prioritized the patient’s data transmissions when tested on one type of dataset and some factors are assumed ideal or null too.

목차

Abstract
I. INTRODUCTION
II. RELATED WORK
III. RESEARCH METHODOLOGY
A. Experimental Setup
IV. RESULTS AND DISCUSSION
A. Results for Deviation Measures
B. Research Comparison
V. CONCLUSION
REFERENCES

키워드

Wireless Body Area Networks Medium Access Control Time Division Multiple Access Prediction Based Medium Access Control MAC Scheme Health Care Congestion Free MAC Scheme

저자

  • Aamir Hussain [ Department of Computer Science MNS-University of Agriculture Multan, Pakistan ]
  • Amir Ijaz [ Department of Computer Engineering HITEC University Taxila, Pakistan. ]
  • Mubashir Ali [ Department of Software Engineering Lahore Garrison University Lahore, Pakistan. ]
  • Nauman Saeed [ Department of Computer Science MNS-University of Agriculture Multan, Pakistan ]

참고문헌

자료제공 : 네이버학술정보

간행물 정보

발행기관

  • 발행기관명
    한국차세대컴퓨팅학회 [Korean Institute of Next Generation Computing]
  • 설립연도
    2005
  • 분야
    공학>컴퓨터학
  • 소개
    본 학회는 차세대 PC 및 그 관련분야의 학술활동을 통하여 차세대 PC의 학문 및 기술발전을 도모하고 산업발전 및 국제협력 증진을 목적으로 한다.

간행물

  • 간행물명
    한국차세대컴퓨팅학회 학술대회
  • 간기
    반년간
  • 수록기간
    2021~2025
  • 십진분류
    KDC 566 DDC 004

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