Evaluation of 5G cellular and Wi-Fi 6 for cable-free surgical navigation using ISO/IEEE 11073 SDC.

IF 2.8 3区 医学 Q3 ENGINEERING, BIOMEDICAL
Noah Wickel, Philipp Schollmaier, Klaus Radermacher, Armin Janß
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引用次数: 0

Abstract

Purpose: As clinics strive for optimal patient safety and surgical outcomes as well as efficient and cost-effective operation, operating rooms have been investigated for workflow disruptions, risks, and inefficiencies. Notably, medical device cabling and tubing has been identified to cause surgical staff to trip and fall or to take detours to avoid them. Wireless devices could alleviate cable-associated risks, but few of them exist in practice as it remains a technical challenge to provide wireless connectivity with the required responsiveness and reliability for demanding applications, such as surgical navigation.

Methods: Due to their promise of high reliability and low latency, private 5G networks have been proposed as enablers for wireless medical applications. In this work, the prototype of an interoperable tracking provider employing 5G-SA (stand-alone) and sixth-generation WLAN communications is evaluated regarding latency and reliability.

Results: The performance using Wi-Fi is improved compared to the first-generation prototype, consistently reporting tracking events below 30/100 ms delay in the average/worst case, respectively. Using 5G-SA, the system can only operate at lower update rates, which causes outliers above 250 ms and experiences congestion as well as connection losses.

Conclusion: The latency results using Wi-Fi are improved compared to the previous generation and generally enable navigation as well as other hand-eye coordination-based tasks. However, the tested 5G system does not yet provide the necessary performance required for the surgical navigation task and requires further adjustments of the hardware and software.

使用ISO/IEEE 11073 SDC评估5G蜂窝和Wi-Fi 6用于无电缆手术导航。
目的:随着诊所努力争取最佳的患者安全和手术效果以及高效和经济的操作,手术室已经调查了工作流程中断,风险和低效率。值得注意的是,医疗设备电缆和管道已被确定为导致手术人员绊倒和摔倒或绕路以避免它们。无线设备可以减轻与电缆相关的风险,但在实践中很少存在,因为为要求苛刻的应用(如外科手术导航)提供具有所需响应性和可靠性的无线连接仍然是一个技术挑战。方法:由于其高可靠性和低延迟的承诺,私有5G网络被提出作为无线医疗应用的使能器。在这项工作中,对采用5G-SA(独立)和第六代WLAN通信的可互操作跟踪提供商的原型进行了延迟和可靠性评估。结果:与第一代原型相比,使用Wi-Fi的性能得到了改善,在平均/最坏情况下,跟踪事件的延迟分别低于30/100毫秒。使用5G-SA,系统只能在较低的更新速率下运行,这会导致250毫秒以上的异常值,并且会出现拥塞和连接丢失。结论:与上一代相比,使用Wi-Fi的延迟结果有所改善,并且通常可以实现导航以及其他基于手眼协调的任务。然而,测试的5G系统尚未提供手术导航任务所需的必要性能,需要进一步调整硬件和软件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Computer Assisted Radiology and Surgery
International Journal of Computer Assisted Radiology and Surgery ENGINEERING, BIOMEDICAL-RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING
CiteScore
5.90
自引率
6.70%
发文量
243
审稿时长
6-12 weeks
期刊介绍: The International Journal for Computer Assisted Radiology and Surgery (IJCARS) is a peer-reviewed journal that provides a platform for closing the gap between medical and technical disciplines, and encourages interdisciplinary research and development activities in an international environment.
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