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Efficient integration of multi-hop wireless and wired networks with QoS constraints

机译:QoS约束下的多跳无线和有线网络的有效集成

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This work considers the problem of designing an efficient and low-cost infrastructure for connecting static multi-hop wireless networks with wired backbone, while ensuring QoS requirements such as bandwidth and delay. This infrastructure is useful for designing low cost and fast deployed access networks in rural and suburban areas. It may also be used for providing access to sensor networks or for efficient facility placement in wireless networks. In these networks some nodes are chosen as access points and function as gateways to access a wired backbone. Each access point serves a cluster of its nearby user and a spanning tree rooted at the access point is used for message delivery. The work addresses both the design optimization and the operation aspects of the system. From the design perspective, we seek for a partition of the network nodes into minimal number of disjoint clusters that satisfy multiple constraints; Each cluster is required to be a connected graph with an upper bound on its radius. We assume that each node has a weight (representing its bandwidth requirement) and the total weight of all cluster nodes is also bounded. We show that these clustering requirements can be formulated as an instance of the Capacitated Facility Location problem (CFLP) with additional constraints. By breaking the problem into two sub-problems and solving each one separately, we propose polynomial time approximation algorithms that calculate solutions within a constant factor of the optimal ones. From the operation viewpoint, we introduce an adaptive delivery mechanism that maximizes the throughput of each cluster without violating the QoS constraints.
机译:这项工作考虑了设计高效且低成本的基础结构以将静态多跳无线网络与有线骨干网连接的问题,同时确保了诸如带宽和延迟之类的QoS要求。此基础结构对于在农村和郊区设计低成本和快速部署的访问网络很有用。它也可用于提供对传感器网络的访问或用于无线网络中的有效设施放置。在这些网络中,某些节点被选作接入点,并充当网关来访问有线骨干网。每个访问点都为其附近的用户提供群集,并且以访问点为根的生成树用于消息传递。该工作涉及系统的设计优化和操作方面。从设计的角度来看,我们寻求将网络节点划分为满足多个约束的最小数量的不相交群集。每个聚类都必须是一个连接图,其半径上限。我们假设每个节点都有权重(代表其带宽要求),并且所有群集节点的总权重也有界。我们表明,这些聚类要求可以公式化为带有附加约束的容量限制的设施位置问题(CFLP)的实例。通过将问题分解为两个子问题并分别求解,我们提出了多项式时间逼近算法,该算法在最优解的恒定因子内计算解。从操作角度来看,我们引入了一种自适应传递机制,该机制可以在不违反QoS约束的情况下最大化每个群集的吞吐量。

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