One key metric for physical layer security is the secrecy capacity. This is the maximum rate that a system can transmit with perfect secrecy. For a Multiple Input Multiple Output (MIMO) system (a newer technology for 5G, 6G and beyond) the secrecy capacity is not fully understood. For a Gaussian MIMO channel, the secrecy capacity is a non-convex optimisation problem for which a general solution is not available. Previous work by the authors showed that the secrecy capacity of a MIMO system with a single eavesdrop antenna is concave to a cut off point. In this work, which extends the previous paper, results are given for the region beyond this cut off point. It is shown that, for certain parameters, the presented scheme is concave to a point, and convex beyond it, and can therefore be solved efficiently using existing convex optimisation software.
翻译:物理层安全的一项关键标准是保密能力。 这是系统可以完全保密传输的最大速度。 对于多输入多输出系统( MIMO) ( 5G, 6G 及其他的更新技术), 保密能力没有完全理解。 对于高西亚 MIMO 频道来说, 保密能力是一个无法找到通用解决方案的非默认优化问题。 作者以前的工作表明, 带有单一电子窃听天线的 MIMO 系统的保密能力是连接到断开点的。 这项工作延长了前一份文件, 其结果为区域提供了超过此断开点的结果 。 这表明, 对于某些参数来说, 提出的方案是连接到点, 超越点, 并因此可以使用现有的 convex 优化软件有效解决 。