Adaptive redistribution of resources for ensuring service quality in a post disaster situation analysis network

K. Saurav, Kartik Vermun, Sandip Chakraborty
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引用次数: 1

Abstract

In disaster affected regions, communication and coordination among different authorities like volunteers, army and government personals are extremely important for smooth rescue operations. A major problem faced by the rescue workers during post disaster scenario is the frequent communication disruption from the conventional networks (like cellular), and therefore information collection and coordination among different parties get affected. To meet the coordination requirements of victims as well as rescue team members, we need to provide continuous, effective and reliable communication channels. Therefore, there is a requirement to build an alternate ad hoc network infrastructure that is efficient, robust and scalable in information exchange with minimum setup time and within cost constraints. In this paper, we consider a three-tier network architecture to support above mentioned challenges and focus on providing efficient information transfer with minimum data loss and compliance to network constraints. It provides end-to-end connectivity between workers/volunteers and control station, that requires large amount of packet exchange. It can be noted that this alternate network is primarily developed for information collection from the affected regions, and therefore, based on the information availability at different regions, there is a requirement to redistribute network resources like bandwidth, delay constraints etc. As a consequence, we need an adaptive and efficiently redistribution of network resources for ensuring service quality. In this paper, we develop an algorithm for efficient routing over the proposed alternate communication infrastructure, considering redistribution of resources and dynamic bandwidth utilization based on information availability at different disaster affected regions. The proposed network architecture along with the resource redistribution algorithm is implemented over ONE network simulator framework, and the performance of the scheme is analyzed and compared with other state-of-the-art mechanisms for challenged networks.
灾后态势分析网络资源自适应再分配以保证服务质量
在受灾地区,志愿者、军队和政府人员等不同部门之间的沟通和协调对于救援行动的顺利进行至关重要。灾后救援人员面临的一个主要问题是传统网络(如蜂窝网络)的通信频繁中断,从而影响各方之间的信息收集和协调。为了满足受害者和救援人员的协调需求,我们需要提供持续、有效和可靠的沟通渠道。因此,需要构建一种替代的自组织网络基础设施,这种基础设施在信息交换中高效、健壮和可扩展,并且设置时间最短,且在成本限制之内。在本文中,我们考虑了一个三层网络架构来支持上述挑战,并专注于在最小数据丢失和遵守网络约束的情况下提供有效的信息传输。它提供工作人员/志愿者和控制站之间的端到端连接,这需要大量的数据包交换。需要注意的是,这种备用网络主要是为了从受影响的区域收集信息而开发的,因此,根据不同区域的信息可用性,需要对带宽、延迟约束等网络资源进行重新分配。因此,我们需要对网络资源进行自适应、高效的再分配,以保证服务质量。在本文中,我们开发了一种算法,在提出的备用通信基础设施上进行有效路由,考虑到资源的再分配和基于不同受灾地区信息可用性的动态带宽利用率。提出的网络架构和资源再分配算法在一个网络模拟器框架上实现,并分析了该方案的性能,并与其他最先进的机制在挑战网络中的性能进行了比较。
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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