Belief propagation with quantum messages for quantum-enhanced classical communications

For space-based laser communications, when the mean photon number per received optical pulse is much smaller than one, there is a large gap between communications capacity achievable with a receiver that performs individual pulse-by-pulse detection, and the quantum-optimal joint-detection receiver that acts collectively on long codeword-blocks of modulated pulses; an effect often termed superadditive capacity. In this paper, we consider the simplest scenario where a large superadditive capacity is known: a pure-loss channel with a coherent-state binary phase-shift keyed (BPSK) modulation. The two BPSK states can be mapped conceptually to two non-orthogonal states of a qubit, described by an inner product that is a function of the mean photon number per pulse. Using this map, we derive an explicit construction of the quantum circuit of a joint-detection receiver based on a recent idea of belief-propagation with quantum messages (BPQM). We quantify its performance improvement over the Dolinar receiver that performs optimal pulse-by-pulse detection, which represents the best classical approach. We analyze the scheme rigorously and show that it achieves the quantum limit of minimum average error probability in discriminating 8 (BPSK) codewords of a length-5 binary linear code with a tree factor graph. Our result suggests that a BPQM receiver might attain the Holevo capacity of this BPSK-modulated pure-loss channel. Moreover, our receiver circuit provides an alternative proposal for a quantum supremacy experiment, targeted at a specific application that can potentially be implemented on a small, special-purpose, photonic quantum computer capable of performing cat-basis universal qubit logic.

Automated summary

This paper explores the potential of achieving superadditive capacity in space-based laser communications, specifically focusing on a pure-loss channel with BPSK modulation. By mapping BPSK states to qubit states and constructing a joint-detection receiver quantum circuit based on the concept of belief-propagation with quantum messages (BPQM), significant performance improvement over the classical Dolinar receiver is demonstrated, suggesting the possibility of reaching the Holevo capacity of the BPSK-modulated pure-loss channel. This receiver circuit also presents an alternative proposal for a quantum supremacy experiment targeting a specific application that may be implemented on a specialized photonic quantum computer.