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Revenue generation for truthful spectrum auction in dynamic spectrum access

机译:动态频谱访问中真实频谱拍卖的创收

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Spectrum is a critical yet scarce resource and it has been shown that dynamic spectrum access can significantly improve spectrum utilization. To achieve this, it is important to incentivize the primary license holders to open up their under-utilized spectrum for sharing. In this paper we present a secondary spectrum market where a primary license holder can sell access to its unused or under-used spectrum resources in the form of certain fine-grained spectrum-space-time unit. Secondary wireless service providers can purchase such contracts to deploy new service, enhance their existing service, or deploy ad hoc service to meet flash crowds demand. Within the context of this market, we investigate how to use auction mechanisms to allocate and price spectrum resources so that the primary license holder's revenue is maximized. We begin by classifying a number of alternative auction formats in terms of spectrum demand. We then study a specific auction format where secondary wireless service providers have demands for fixed locations (cells). We propose an optimal auction based on the concept of virtual valuation. Assuming the knowledge of valuation distributions, the optimal auction uses the Vickrey-Clarke-Groves (VCG) mechanism to maximize the expected revenue while enforcing truthfulness. To reduce the computational complexity, we further design a truthful suboptimal auction with polynomial time complexity. It uses a monotone allocation and critical value payment to enforce truthfulness. Simulation results show that this suboptimal auction can generate stable expected revenue.
机译:频谱是至关重要的但稀缺的资源,并且已经表明,动态频谱访问可以显着提高频谱利用率。为此,重要的是激励主要许可证持有者开放未充分利用的频谱进行共享。在本文中,我们介绍了一个二级频谱市场,一级许可证持有者可以某种细粒度的频谱-时空单位的形式出售其未使用或未充分使用的频谱资源的使用权。二级无线服务提供商可以购买此类合同来部署新服务,增强其现有服务或部署即席服务,以满足大量用户的需求。在这个市场的背景下,我们研究如何使用拍卖机制分配和定价频谱资源,以便最大程度地增加主要许可证持有者的收入。我们首先根据频谱需求对许多其他拍卖形式进行分类。然后,我们研究一种特定的拍卖格式,其中辅助无线服务提供商需要固定位置(小区)。我们建议基于虚拟估值概念的最佳拍卖。假设了解了估值分布,那么最佳拍卖会使用Vickrey-Clarke-Groves(VCG)机制在实现真实性的同时最大化预期收入。为了降低计算复杂度,我们进一步设计了具有多项式时间复杂度的真实次优拍卖。它使用单调分配和临界值支付来增强真实性。仿真结果表明,这种次优拍卖可以产生稳定的预期收入。

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