The paper provides a new perspective on peak- and average-constrained Gaussian channels. Such channels model optical wireless communication (OWC) systems which employ intensity-modulation with direct detection (IM/DD). First, the paper proposes a new, capacity-preserving vector binary channel (VBC) model, consisting of dependent binary noisy bit-pipes. Then, to simplify coding over this VBC, the paper proposes coding schemes with varying levels of complexity, building on the capacity of binary-symmetric channels (BSC) and channels with state. The achievable rates are compared to capacity and capacity bounds, showing that coding for the BSC with state over the VBC achieves rates close to capacity at moderate to high signal-to-noise ratio (SNR), whereas simpler schemes achieve lower rates at lower complexity. The presented coding schemes are realizable using capacity-achieving codes for binary-input channels, such as polar codes. Numerical results are provided to validate the theoretical results and demonstrate the applicability of the proposed schemes.
翻译:本文提供了一种新的方法来理解峰值受限和平均受限的高斯信道。这样的信道模拟采用直接检测(IM/DD)的强度调制的光无线通信(OWC)系统。首先,本文提出一个新的、容量保持的向量二进制信道(VBC)模型,由相关二进制噪声比特管道组成。然后,为了简化在这个 VBC 上的编码,本文提出了各种复杂度级别的编码方案,建立在二元对称信道(BSC)以及带状态信道的容量上。可实现的速率与容量和容量边界进行比较,表明在中高信噪比(SNR)下,针对 VBC 的 BSC 带状态编码实现了接近容量的速率,而更简单的方案在更低的复杂度下实现较低的速率。所提出的编码方案可以使用二元输入信道的容量实现代码,例如极化代码。提供数值结果来验证理论结果,并展示所提出方案的适用性。