On the Capacity-Achieving Input of Channels with Phase Quantization
Abstract
Several information-theoretic studies on channels with output quantization have identified the capacity-achieving input distributions for different fading channels with 1-bit in-phase and quadrature (I/Q) output quantization. However, an exact characterization of the capacity-achieving input distribution for channels with multi-bit phase quantization has not been provided. In this paper, we consider four different channel models with multi-bit phase quantization at the output and identify the optimal input distribution for each channel model. We first consider a complex Gaussian channel with -bit phase-quantized output and prove that the capacity-achieving distribution is a rotated -phase shift keying (PSK). The analysis is then extended to multiple fading scenarios. We show that the optimality of rotated -PSK continues to hold under noncoherent fast fading Rician channels with -bit phase quantization when line-of-sight (LoS) is present. When channel state information (CSI) is available at the receiver, we identify -symmetry and constant amplitude as the necessary and sufficient conditions for the ergodic capacity-achieving input distribution; which a -PSK satisfies. Finally, an optimum power control scheme is presented which achieves ergodic capacity when CSI is also available at the transmitter.
Cite
@article{arxiv.2106.11007,
title = {On the Capacity-Achieving Input of Channels with Phase Quantization},
author = {Neil Irwin Bernardo and Jingge Zhu and Jamie Evans},
journal= {arXiv preprint arXiv:2106.11007},
year = {2022}
}
Comments
23 pages, 4 figures, Accepted for publication in IEEE Transactions on Information Theory