论文标题

飞机通信的服务质量意识交通管理

Quality of Service Aware Traffic Management for Aircraft Communications

论文作者

Tomic, David, Hofmann, Sandra, Ozger, Mustafa, Schupke, Dominic, Cavdar, Cicek

论文摘要

机上互联网连接是飞机乘客和飞机系统的必要条件。由于用户数量众多,因此满足飞机内流量所需的服务质量(QoS)水平是一项挑战,这是由于卫星和直接空气与地面通信(DA2GC)组成的高度变化的空气(A2G)链路容量。为了表示服务质量的变化,我们为飞机的产生流量和A2G链接中的变化提出了模型。我们根据优先级,延迟需求和掉落流量指标的历史记录提出三种不同的转发方案。转发方案通过选择卫星或直接空气链接来实时安排流量,具体取决于流量的延迟和容量要求,以最大程度地提高所需QoS保证的可接受的流量数量,以减少数据包和延迟。同样,研究了局部缓存的效果,以完全满足模拟飞行中流量的QoS要求。我们在NS-3中实施转发程序和缓存,并在当前的连通性方案中测试其性能,以在一个小时的飞行中为卫星点和地面基站的100 Mbps容量。我们的研究表明,尽管基于优先级和延迟要求的组合的转发程序比其他方案的性能相对较好,而这些方案仅基于优先级和所有指标的加权平均值,数据包百分比和延迟,但当前的连接设置无法满足所有QoS要求。此外,至少需要至少50%的模拟飞行,需要至少0.9个缓存命中率。

In-flight Internet connectivity is a necessity for aircraft passengers as well as aircraft systems. It is challenging to satisfy required quality of service (QoS) levels for flows within aircraft due to the large number of users and the highly varying air to ground (A2G) link capacities composed of satellite and direct air to ground communication (DA2GC). To represent service quality variations, we propose models for the generated traffic flows from aircraft and variations in A2G links. We present three different forwarding schemes based on priority, delay requirements and history of the dropped flows metrics. Forwarding schemes schedule the flows in real time by choosing either satellite or direct air to ground link depending on the delay and capacity requirements of flows to maximize the number of accepted flows with required QoS guarantees in terms of dropped packets and delay. Also, the effect of local caching is studied to fully satisfy the QoS requirement of flows in simulated flights. We implement the forwarding procedures and caching in ns-3 and test their performance in a current connectivity scenario of 100 Mbps capacity for both the satellite spot and ground base station in a one-hour flight. Our study shows that although the forwarding procedure based on a combination of priority and delay requirement has relatively better performance than the other schemes, which are based on priority only and weighted average of all metrics, in dropped packet percentage and delay, the current connectivity setup is not able to satisfy all QoS requirements. Furthermore, at least 0.9 cache hit rate is required to satisfy all flows for at least 50% of simulated flights.

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