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Cooperation among wireless service providers: opportunity, challenge, and solution [Dynamic Spectrum Management]

机译:无线服务提供商之间的合作:机遇,挑战和解决方案[动态频谱管理]

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Current wireless service market is shared by several major wireless service providers, who rely on mutually exclusive spectrum bands for service provision. The usage of these spectrum bands is limited to specific WSPs and wireless access technologies regulated by government, which is the typical method of interference management. However, our recent large-scale spectrum occupancy measurement study reveals significantly unbalanced usage of spectrum bands owned by different WSPs in several representative locations in China. Such imbalance is mainly due to the mismatch of static spectrum allocation and dynamic spectrum demand. This motivates us to consider cooperation among WSPs to share their resources in terms of infrastructure and spectrum. Compared with infrastructure-based cooperation, spectrum-based cooperation avoids the overhead of tight interoperation among the WSPs involved, which is a novel resource sharing model and also supported by the recent move of dynamic spectrum management. With such spectrum-based cooperation in mind, we propose a new wireless market paradigm, where future wireless service provisioning will probably be associated with cooperation in the form of spectrum resource exchange: while each WSP has its own deployed infrastructure (including multiple base stations) and operating spectrum, they can cooperate with each other to share their spectrum in the form of time portions. To study the above resource exchange, we adopt the group bargaining solution concept, which can well model the interaction among WSPs (as groups of base stations). To address the scalability and privacy issues in practice, we propose to use two types of distributed algorithms: local bargaining and Lagrangian decomposition. Simulation has been conducted for verification and performance comparison.
机译:当前的无线服务市场由数个主要的无线服务提供商共享,它们依靠相互排斥的频谱来提供服务。这些频谱的使用仅限于政府监管的特定WSP和无线接入技术,这是干扰管理的典型方法。但是,我们最近进行的大规模频谱占用率测量研究显示,在中国几个代表性地区,不同水安全计划所拥有的频谱带的使用明显不平衡。这种不平衡主要是由于静态频谱分配和动态频谱需求的不匹配。这促使我们考虑WSP之间的合作,以共享其基础设施和频谱方面的资源。与基于基础架构的合作相比,基于频谱的合作避免了所涉及的WSP之间紧密互操作的开销,这是一种新颖的资源共享模型,并且受到动态频谱管理的最新发展的支持。考虑到此类基于频谱的合作,我们提出了一种新的无线市场范式,其中未来的无线服务供应可能会以频谱资源交换的形式与合作相关联:而每个WSP都有自己部署的基础架构(包括多个基站)和工作频谱,他们可以相互合作,以时间部分的形式共享频谱。为了研究上述资源交换,我们采用了组议价解决方案的概念,可以很好地模拟WSP(作为基站组)之间的交互。为了在实践中解决可伸缩性和隐私问题,我们建议使用两种类型的分布式算法:局部讨价还价和拉格朗日分解。已经进行了仿真以进行验证和性能比较。

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