基于集群的最佳节能路由方案,以提供QoS意识的物联网支持的无线身体区域网络
V Irine Shyja1, G Ranganathan2, P Chandrakanth3
1Department of Computer Science and Engineering, Audisankara (Deemed to be University), Gudur, Andhra Pradesh, 524101, India. irine_shy10@yahoo.co.in.
Scientific reports
|January 30, 2026
概括
本研究介绍了QEEC-Routing,这是物联网医疗保健中的无线人体区域网络 (WBAN) 的新方法. 它提高了能源效率和网络可靠性,以持续监测患者.
科学领域:
- 物联网 (IoT) 医疗保健系统
- 无线人体区域网络 (WBANs) 是指无线人体区域网络.
- 网络路由协议 网络路由协议
背景情况:
- 在物联网医疗保健中,WBAN对于持续的患者监测至关重要,但面临着能源限制,节点移动性和不可靠的信任等挑战.
- 现有的WBAN集群技术经常遭受过早的融合,不平衡的工作负载和糟糕的集群头部选择.
- 这些局限性降低了WBAN应用中的网络性能和系统寿命.
研究的目的:
- 为WBANs提出一种基于服务质量 (QoS) 的新的,节能集群的路由方案 (QEEC-Routing).
- 解决现有的WBAN路由协议的局限性,重点关注能源效率,平衡的工作负载和可靠的节点选择.
- 为实时物联网医疗保健应用增强WBAN的可靠性和寿命.
主要方法:
- 开发了QEEC路由,整合了修改后的子优化 (MRO) 以实现平衡的集群.
- 采用双层四边形值重复神经网络 (TQV-RNN) 来进行自适应的信任级计算和精确的集群头部选择.
- 利用改进的超立方体自然聚合 (IHNA) 算法,在移动和拥堵的情况下进行可靠的路由路径发现.
主要成果:
- 在QEEC-Routing中,能源消耗显著降低了51.5%.
- 拟议的方案实现了包裹交付比率的6.5%改善.
- 与NS3模拟中的现有方法相比,网络寿命延长了14.9%.
结论:
- 对于WBAN,QEEC-Routing提供了一个更可靠,更节能,更信任的通信策略.
- 集成的算法有效地管理能源分配,节点选择和在具有挑战性的WBAN环境中寻找路径.
- 拟议的方案显著提高了性能指标,使其适合实时物联网医疗保健应用.
相关概念视频
Kinetic Energy for a Rigid Body
540
Imagine a solid object involved in a general planar movement, with its center of mass pinpointed at a spot labeled G. The object's kinetic energy relative to an arbitrary point A can be quantified for each of its particles - the ith particle in this case. This measurement is achieved through the employment of the relative velocity definition. The position vector, known as rA, extends from point A to the mass element i.
540
Routes of Persuasion
68.7K
Persuasion is the process of changing our attitude toward something based on some kind of communication. Much of the persuasion we experience comes from outside forces. How do people convince others to change their attitudes, beliefs, and behaviors? What communications do you receive that attempt to persuade you to change your attitudes, beliefs, and behaviors?
68.7K
Self-Awareness and Its Effects
313
Self-awareness is a psychological state in which the individual becomes the focal point of their attention. This inward focus transforms the self into an object of contemplation and assessment, influencing how individuals perceive their actions and their alignment with personal and societal standards.Triggers and Contexts for Self-AwarenessSelf-awareness can be activated by external stimuli that make individuals visually or audibly aware of themselves, such as mirrors, cameras, or recordings.
313
Altered States of Awareness
1.1K
Altered states of consciousness represent significant deviations from one's normal mental state. These deviations can range from subtle changes in awareness to profound transformations in perception, thought processes, and sensory experiences. Altered states of consciousness can be triggered by various factors, including drug use, meditation, hypnosis, illness, or even intense fatigue.
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
The ingestion of substances like stimulants or hallucinogens leads to chemical alterations in the brain...
1.1K
Subconsciousness and No Awareness
710
The concept of subconscious awareness refers to the processing of information below the level of conscious thought, which significantly influences both behaviors and decisions. It is also known as waking subconscious awareness. This complex level of cognition operates without the direct awareness of the individual, facilitating rapid and simultaneous handling of multiple information streams.
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
An illustrative example of subconscious processing is its role in problem-solving. Often, individuals...
710
The Z-Scheme of Electron Transport in Photosynthesis
13.7K
The light reactions of photosynthesis assume a linear flow of electrons from water to NADP+. During this process, light energy drives the splitting of water molecules to produce oxygen. However, oxidation of water molecules is a thermodynamically unfavorable reaction and requires a strong oxidizing agent. This is accomplished by the first product of light reactions: oxidized P680 (or P680+), the most powerful oxidizing agent known in biology. The oxidized P680 that acquires an electron from the...
13.7K


