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Robust Chance-Constrained Secure Transmission for Cognitive Satellite-Terrestrial Networks

机译:认知卫星-地面网络的鲁棒机会约束安全传输

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摘要

Cognitive satellite-terrestrial networks (CSTNs) haveudbeen recognized as a promising network architecture for addressingudspectrum scarcity problem in next-generation communicationudnetworks. In this paper, we investigate the secure transmission forudCSTNs where the terrestrial base station (BS) serving as a greenudinterference resource is introduced to enhance the security of theudsatellite link. Adopting a stochastic model for the channel stateudinformation (CSI) uncertainty, we propose a secure and robustudbeamforming framework to minimize the transmit power, whileudsatisfying a range of outage (probabilistic) constraints concerningudthe signal-to-interference-plus-noise ratio (SINR) recorded at theudsatellite user and the terrestrial user, the leakage-SINR recorded atudthe eavesdropper, as well as the interference power recorded at theudsatellite user. The resulting robust optimization problem is highlyudintractable and the key observation is that the highly intractableudprobability constraints can be equivalently reformulated as theuddeterministic versions with Gaussian statistics. In this regard, weuddevelop two robust reformulation methods, namely S-Procedureudand Bernstein-type inequality restriction techniques, to obtain audsafe approximate solution. In the meantime, the computationaludcomplexities of the proposed schemes are analyzed. Finally, the effectivenessudof the proposed schemes are demonstrated by numericaludresults with different system parameters.
机译:认知卫星地面网络(CSTN)已被公认为是解决下一代通信 udnetworks中 udspectrum短缺问题的有前途的网络体系结构。在本文中,我们研究了 udCSTN的安全传输,其中引入了用作绿色 ud干扰资源的地面基站(BS)以增强 udsatellite链路的安全性。针对信道状态 udinformation(CSI)不确定性采用随机模型,我们提出了一个安全而健壮的 udbeamforming框架以最大程度地降低发射功率,同时满足有关 ud-signal-to-interference-的一系列中断(概率)约束在 udsa卫星用户和地面用户处记录的正噪声比(SINR),在 udes窃听器处记录的泄漏SINR以及在 udsa卫星用户处记录的干扰功率。由此产生的鲁棒优化问题是高度不确定的,关键的观察结果是,可以将具有高度不确定性的不确定性约束等效地重新定义为具有高斯统计量的确定性版本。在这方面,我们开发了两种鲁棒的重构方法,即S程序ud和Bernstein型不等式限制技术,以获得udsafe近似解。同时,对所提方案的计算复杂度进行了分析。最后,通过不同系统参数的数值结果证明了所提方案的有效性。

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