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Location Privacy Protection in Asynchronous Localization Networks by Resource Allocation Approaches

机译:资源分配方法异步定位网络中的位置隐私保护

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High precision location information formulates the basis of many modern wireless location based services (LBS). However, location privacy becomes an important issue along with the advantages that LBS offers. In this paper, we first show that, a novel eavesdropper is able to perform position estimation of the agent by purely overhearing the measurement signals between agents and anchors, using a time difference of arrival (TDOA) way. Optimal resource allocation based approaches are presented to protect the location privacy against the eavesdropper. High accuracy approximation algorithms are presented to solve the essential non-convex power optimization problems. According to the numeric results, we can see that, the presented power allocation strategies are able to prevent the eavesdropper performing accurate position estimation of the agent. We can also see that there exists an optimal tradeoff between the system localization performance and privacy protection, which can be achieved by the presented frameworks.
机译:高精度位置信息制定基于许多现代无线位置的服务(LBS)的基础。但是,位置隐私成为一个重要问题,以及LBS提供的优势。在本文中,首先表明,使用到达(TDOA)方式的时间差,新颖的窃听器能够通过纯粹过化代理和锚之间的测量信号来执行代理的位置估计。提出了基于最佳资源分配的方法,以保护对窃听器的位置隐私。提出了高精度近似算法以解决基本的非凸功率优化问题。根据数字结果,我们可以看出,所示的电力分配策略能够防止窃听器执行代理的准确位置估计。我们还可以看到系统本地化性能和隐私保护之间存在最佳权衡,这可以通过所提出的框架实现。

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