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Robust Iterative Distributed Minimum Total MSE Algorithm for Secure Communications in the Internet of Things Using Relays

机译:使用中继在物联网中进行安全通信的鲁棒迭代分布式最小总MSE算法

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摘要

In this article, we first investigate secure communications for a two-hop interference channel relay system with imperfect channel estimation in the wireless Internet of Things (IoT), where K source-destination pairs communicate simultaneously when an eavesdropper exists. We jointly conceive source, relay and destination matrices upon minimizing total mean-squared error (MSE) of all legitimate destinations while keeping the MSE at eavesdropper above a given threshold. We illuminate that the design of the source, relay and destination matrices is subject to both transmit power constraints and secrecy requirements. More specifically, we propose an efficient robust iterative distributed algorithm to simplify the process of the joint design for optimal source, relay and destination matrices. Furthermore, the convergence of the iterative distributed algorithm is described. Additionally, the performances of our proposed algorithm, such as its secrecy rate and MSE, are characterized in the form of simulation results. The simulation results reveal that the proposed algorithm is superior to the traditional approach. As a benefit, secure communications can be ensured by using the proposed algorithm for the multiple input multiple output (MIMO) interference relay IoT network in the presence of an eavesdropper.
机译:在本文中,我们首先研究在无线物联网(IoT)中信道估计不完善的两跳干扰信道中继系统的安全通信,其中存在一个窃听者时,K个源-目标对同时进行通信。我们在将所有合法目标的总均方误差(MSE)降至最低的同时,将MSE保持在超过给定阈值的窃听者水平,从而共同构想源矩阵,中继矩阵和目标矩阵。我们发现源矩阵,中继矩阵和目标矩阵的设计受发射功率约束和保密要求的约束。更具体地说,我们提出了一种有效的鲁棒迭代分布式算法,以简化针对最佳源矩阵,中继矩阵和目标矩阵的联合设计过程。此外,描述了迭代分布式算法的收敛性。另外,以仿真结果的形式来表征我们提出的算法的性能,例如其保密率和MSE。仿真结果表明,该算法优于传统算法。有益的是,在窃听者存在的情况下,通过针对多输入多输出(MIMO)干扰中继物联网网络使用建议的算法,可以确保安全通信。

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