Joint Power and Blocklength Optimization for URLLC in a Factory Automation Scenario

TL;DR

This paper investigates joint power and blocklength optimization for ultra-reliable low-latency communication in factory automation, comparing multiple transmission schemes and proposing low-complexity algorithms to enhance performance.

Contribution

It introduces a comprehensive optimization framework for various transmission schemes in URLLC, including novel low-complexity algorithms and analysis of scheme performance in factory scenarios.

Findings

Relay-assisted transmission outperforms OMA.

NOMA performs well with very limited blocklength.

Relay-assisted scheme has larger feasible region than C-NOMA.

Abstract

In URLLC, short packet transmission is adopted to reduce latency, such that conventional Shannon's capacity formula is no longer applicable, and the achievable data rate in finite blocklength becomes a complex expression with respect to the decoding error probability and the blocklength. To provide URLLC service in a factory automation scenario, we consider that the central controller transmits different packets to a robot and an actuator, where the actuator is located far from the controller, and the robot can move between the controller and the actuator. In this scenario, we consider four fundamental downlink transmission schemes, including orthogonal multiple access (OMA), non-orthogonal multiple access (NOMA), relay-assisted, and cooperative NOMA (C-NOMA) schemes. For all these transmission schemes, we aim for jointly optimizing the blocklength and power allocation to minimize the decoding error probability of the actuator subject to the reliability requirement of the robot, the total energy constraints, as well as the latency constraints. We further develop low-complexity algorithms to address the optimization problems for each transmission scheme. { For the general case with more than two devices, we also develop a low-complexity efficient algorithm for the OMA scheme.} Our results show that the relay-assisted transmission significantly outperforms the OMA scheme, while NOMA scheme performs well when the blocklength is very limited. We further show that the relay-assisted transmission has superior performance over the C-NOMA scheme due to larger feasible region of the former scheme.