Abstract

Wireless Body Area Network (WBAN) refers to a group of small intelligent electronic devices placed on the human body to monitor its vital signals. the efficiency of network performance in health care applications is one of the most important prerequisites for designing an effective surveillance system. However, none of the previous studies have succeeded in proposing an effective scheme that could cover the requirements for effective network performance or the development of the WBAN system capable of sending and receiving vital patient data efficiently. The aim of this paper is to enhance the performance of the network in WBAN. In addition, to verify the transfer of patient data from sensors on the body to receivers with the least value of possible packet loss, a solution is developed that can reduce the value of packet loss, end to end delay and increase the value of throughput, relying on confirmation and matching data between the sender and receiver devices. A new scheme known as the Identification Key Scheme (IKS) is proposed based on the newly available 402–405 MHz Medical Implant Communication Service (MICS). The analysis of the network performance was implemented in real WBAN dataset and used the Multi-Parameter Intelligent Monitoring for Intensive Care (MIMIC) database. MIMIC database included the data recorded from 90 Intensive Care Unit (ICU) patients. In this study, OMNET++ was used as the network simulation tool to design and evaluate the proposed scheme. The results showed that IKS was able to reduce number of packet loss and end to end delay with increased throughput. This is an indicator of the ability of IKS in providing efficient network performance between devices in the WBAN application.

Highlights

  • Wireless Body Area Networks (WBAN) have emerged as a key technology for providing real-time patient health monitoring and diagnosing many life-threatening diseases

  • The purpose of any study in network performance of WAN systems to verify the transfer of patient data from sensors on the body to receivers with the least value of possible packet loss, by developing a solution that can reduce the value of packet loss, End to end delay and increase the value of throughput

  • The results showed that Identification Key Scheme (IKS) was able to reduce number of packet loss and end to end delay with increased throughput

Read more

Summary

Introduction

Wireless Body Area Networks (WBAN) have emerged as a key technology for providing real-time patient health monitoring and diagnosing many life-threatening diseases. The principle adopted by health service providers is provide convenience for patients in need of health care, allowing them comfortable of movement and constant monitoring with a reduction in health care costs. There are several factors that depend on measuring network efficiency such as number of packet loss, end to end delay and throughput [2]. The number of packet transmission without loss is dependent on the decrease the end to end delay and increase the value of throughput. The final throughput determines the amount of data that reached the receiving device with minimum number of packet loss

Approach of network performance in WBAN
Problem statement
Identification key scheme
Structure of identification key scheme
Collecting data
Data Formulation Matrix
Environmental dataset
Medical Implant communication services
Simulation scenario of IKS
IKS verification and validation
Findings
Conclusion

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.