This paper considers the distributed information bottleneck (D-IB) problem for a primitive Gaussian diamond channel with two relays and Rayleigh fading. Due to the bottleneck constraint, it is impossible for the relays to inform the destination node of the perfect channel state information (CSI) in each realization. To evaluate the bottleneck rate, we provide an upper bound by assuming that the destination node knows the CSI and the relays can cooperate with each other, and also three achievable schemes with simple symbol-by-symbol relay processing and compression. Numerical results show that the lower bounds obtained by the proposed achievable schemes can come close to the upper bound on a wide range of relevant system parameters.
翻译:本文考虑了含有两个继电器和Rayleigh的原始高斯钻石频道的分布式信息瓶颈(D-IB)问题。由于瓶颈限制,继电器无法告知目的地节点每个实现过程中的完美频道状态信息。为了评估瓶颈率,我们假设目的地节点了解CSI和继电器可以相互合作,以及三个简单的符号逐符号继电器处理和压缩的可实现计划,从而提供了上层约束。数字结果显示,拟议的可实现计划所获得的下限可以接近广泛的相关系统参数的上限。