Neelam Malyadri, Ramakrishna M, Rajesh Nandalike, Pundalik Chavan, Supreeth S, Dayananda P, Rohith S
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引用次数: 0
摘要
移动自组织网络(MANET)是由无线连接的移动设备组成的自配置、无基础设施的网络。本文提出了一种新颖的方法,即预测节能自适应路由技术(PEAR),用于移动设备的无基础设施网络,解决了manet的内在挑战。PEAR是一种网络管理系统,它使用实时预测分析来预测和适应由于节点移动而导致的拓扑变化,确保稳健和主动的路由管理。它结合了能量感知路由决策,节省了电池寿命,延长了运行寿命,并使用了多因素路由算法。PEAR确保无环路路由,以最大限度地减少延迟并保持可伸缩性,使其擅长处理日益复杂的MANET应用程序。PEAR优于移动自组织按需路由(Mobile Ad hoc On-demand Routing),在5 m/s和30 m/s下的吞吐量分别提高了2.5%和3.125%,在5 m/s和30 m/s下的路由开销分别降低了66.67%和50%,在5 m/s和30 m/s下的能耗分别降低了66.67%和55.56%,在5 m/s和30 m/s下的平均延迟分别显著降低了66.67%和55.56%,证明了其在移动网络中的卓越效率和可靠性。
A predictive energy-efficient adaptive routing methodology for Mobile Ad hoc Networks
A Mobile Ad hoc Network (MANET) is a self-configuring, infrastructure-less network of mobile devices connected wirelessly. In this paper, a novel approach, the Predictive Energy-efficient Adaptive Routing Technique (PEAR) approaches to the infrastructure-less network of mobile devices, addressing the intrinsic challenges of MANETs. PEAR is a network management system that uses real-time predictive analytics to forecast and adapt to topological changes due to node mobility, ensuring robust and proactive route management. It incorporates energy-aware routing decisions, conserving battery life and extending operational longevity, and uses a multi-factor routing algorithm. PEAR ensures loop-free routing to minimize latency and maintain scalability, making it adept at handling the growing complexity of MANET applications. PEAR outperformed Mobile Ad hoc On-demand Routing, showing throughput improvements of 2.5% at 5 m/s and 3.125% at 30 m/s, routing overhead reductions of 66.67% at 5 m/s and 50% at 30 m/s, energy consumption decreases by 66.67% at 5 m/s and 55.56% at 30 m/s, and a significant reduction in average delay by 66.67% at 5 m/s and 55.56% at 30 m/s, proving its superior efficiency and reliability in mobile networks.
IET NetworksCOMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
5.00
自引率
0.00%
发文量
41
审稿时长
33 weeks
期刊介绍:
IET Networks covers the fundamental developments and advancing methodologies to achieve higher performance, optimized and dependable future networks. IET Networks is particularly interested in new ideas and superior solutions to the known and arising technological development bottlenecks at all levels of networking such as topologies, protocols, routing, relaying and resource-allocation for more efficient and more reliable provision of network services. Topics include, but are not limited to: Network Architecture, Design and Planning, Network Protocol, Software, Analysis, Simulation and Experiment, Network Technologies, Applications and Services, Network Security, Operation and Management.