QuanBioTrust:一个量子增强的生物灵感信任框架,用于下一代WBAN
Soufiane Ben Othman1, Obaid Ali2
1Applied College, King Faisal University, 31982, Al-Ahsa, Saudi Arabia.
Scientific reports
|October 9, 2025
概括
QuanBioTrust通过使用量子优化和生物启发的方法来提高能源效率和安全性来增强无线身体区域网络 (WBAN). 这种综合框架确保了可靠的实时生物医学监测,改善了数据压缩和降低了延迟.
科学领域:
- 生物医学工程 生物医学工程
- 网络安全 网络安全
- 量子计算是一种量子计算.
背景情况:
- 无线人体区域网络 (WBAN) 面临着持续生物医学监测的能源效率,安全性和实时可靠性方面的挑战.
- 传统的协议在能源限制,网络攻击脆弱性和高延迟方面扎.
研究的目的:
- 提出QuanBioTrust,这是一个新的框架,集成了量子优化,生物灵感智能和动态零信任安全.
- 创建一个可扩展,安全和自我维持的WBAN架构,以加强医疗监控.
主要方法:
- 量子粒子群集优化 (QPSO) 用于集群头部选择,考虑能量,近距离,信任和生物能源采集.
- 生物启发的算法:集群用于移动适应集群,火虫同步用于多跳转路由,以及粘液模具用于数据融合.
- 动态零信任安全模型,用于对网络威胁进行强有力的保护.
主要成果:
- 减少了28-45%的计算复杂性 (约. 500个操作每轮).
- 实现了50-70%的心电图包压缩 (200比特到80比特),显著降低了传输能量.
- 保持高的数据包交付比率 (PDR) 97% (90%的攻击) 和低端到端延迟 (48 ms, 185 ms的攻击).
结论:
- QuanBioTrust为下一代WBANs建立了一个新的范式.
- 为安全,长期,实时的医疗监测提供强大,节能和弹性解决方案.
- 成功地解决了传统WBAN协议的关键限制.
相关概念视频
Synthetic Biology
4.4K
Synthetic biology is an interdisciplinary science that involves using principles from disciplines such as engineering, molecular biology, cell biology, and systems biology. It involves remodeling existing organisms from nature or constructing completely new synthetic organisms for applications such as protein or enzyme production, bioremediation, value-added macromolecule production, and the addition of desirable traits to crops, to name a few.
Golden rice
Golden rice is a genetically modified...
Golden rice
Golden rice is a genetically modified...
4.4K
Issues And Trends In Healthcare Delivery System
6.5K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.5K
Bioavailability Enhancement: Determination and Conceptual Approaches in Overcoming Bioavailability Problems
361
Bioavailability is a critical pharmacological concept that measures the extent and rate at which an active drug ingredient or therapeutic moiety enters the systemic circulation, remaining unchanged. It's a pivotal factor in determining a drug's efficacy and safety.The Biopharmaceutics Classification System (BCS) plays an essential role in drug development by categorizing drugs into four classes based on their solubility and permeability. This classification aids in understanding drug absorption...
361
Bioequivalence studies: Biowaivers
433
In certain scenarios, in vitro dissolution tests can replace in vivo bioequivalence studies. This is particularly true when a drug product, though available in varying strengths, maintains proportional similarity in its active and inactive ingredients. In such cases, the need for in vivo bioequivalence studies for lower strength variants may be waived, provided dissolution tests and in vivo studies on the highest strength yield satisfactory results.Bioequivalence can be indicated through...
433


