无线多提供商环境下的合作与决策

A. Zemlianov, G. Veciana
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引用次数: 61

摘要

在本文中,我们研究了无线服务提供商使用两种正交技术的网络设计:具有统一空间覆盖的广域网技术和具有有限覆盖的局域网接入点集。我们假设该系统被设计成使用户(或其代理)基于最大化指定效用函数独立且贪婪地在两个选项中进行选择,该效用函数可能是无线链路质量、到接入点的距离和/或系统资源拥塞的函数。我们关注这个问题的两个互补方面。一方面,我们研究了在这种决策策略下的系统性能。我们展示了决策过程收敛到均衡状态,并且与基于自然接近度的标准相比,拥塞敏感效用可以提供实质性(300%)的性能改进。另一方面,我们考虑与广域网和局域网热点集的通常昂贵的回程链路的尺寸相关的各种问题。我们的研究结果表明,如何最好地联合利用不同覆盖尺度的技术,在统计上复用空间负载波动,以降低回程成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cooperation and decision-making in a wireless multi-provider setting
In this paper we investigate network design for a wireless service provider using two orthogonal technologies: a WAN technology with uniform spatial coverage and set of LAN access points each with limited coverage. We assume that the system is designed so that users (or their agents) independently and greedily select among the two options based on maximizing a specified utility function which may be a function of the quality of the wireless link, distance to the access points, and/or congestion on system resources. We focus on two complementary aspects of this problem. On the one hand we study system performance under such decision-making strategies. We show convergence of decision-making process to an equilibrium, and that a congestion-sensitive utility can provide substantial (300%) performance improvements over natural proximity-based criterion. On the other hand, we consider various problems associated with dimensioning typically expensive backhaul links, for the WAN and set of LAN hotspots. Our results show how to best jointly exploit technologies with different coverage scales so as to statistically multiplex spatial load fluctuations in order to reduce backhaul costs.
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