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Semantically Secure Lattice Codes for Compound MIMO Channels

机译:复合MIMO通道的语义安全格码

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摘要

We consider compound multi-input multi-output (MIMO) wiretap channels where minimal channel state information at the transmitter (CSIT) is assumed. Code construction is given for the special case of isotropic mutual information, which serves as a conservative strategy for general cases. Using the flatness factor for MIMO channels, we propose lattice codes universally achieving the secrecy capacity of compound MIMO wiretap channels up to a constant gap (measured in nats) that is equal to the number of transmit antennas. The proposed approach improves upon existing works on secrecy coding for MIMO wiretap channels from an error probability perspective, and establishes information theoretic security (in fact semantic security). We also give an algebraic construction to reduce the code design complexity, as well as the decoding complexity of the legitimate receiver. Thanks to the algebraic structures of number fields and division algebras, our code construction for compound MIMO wiretap channels can be reduced to that for Gaussian wiretap channels, up to some additional gap to secrecy capacity.
机译:我们考虑复合多输入多输出(MIMO)窃听通道,其中假定发射机(CSIT)的通道状态信息最少。给出了各向同性互信息的特殊情况的代码构造,这是一般情况下的保守策略。使用MIMO信道的平坦度因子,我们提出了一种格码,可以普遍实现复合MIMO窃听信道的保密能力,直至达到等于发射天线数量的恒定间隙(以纳特为单位)。从错误概率的角度出发,所提出的方法改进了针对MIMO窃听信道的保密编码的现有工作,并建立了信息理论安全性(实际上是语义安全性)。我们还给出了代数结构,以减少代码设计的复杂性以及合法接收者的解码复杂性。由于数字场和除法代数的代数结构,我们的复合MIMO窃听通道的代码构造可以减少到高斯窃听通道的代码构造,从而最大程度地增加了保密能力。

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