Random Access with Layered Preambles based on NOMA for Two Different Types of Devices in MTC

TL;DR

This paper introduces RALP, a layered preamble random access scheme based on NOMA, to efficiently support devices with different priorities in MTC, enhancing spectral efficiency and providing performance guarantees.

Contribution

The paper proposes RALP, a novel layered preamble scheme utilizing NOMA for prioritized device access in MTC, with analytical performance expressions and low-complexity detection methods.

Findings

Derived closed-form detection performance expressions for high-priority devices.

Proposed low-complexity detection methods for layered preambles.

Enhanced spectral efficiency in MTC with prioritized device support.

Abstract

In machine-type communication (MTC), random access has been employed for a number of devices and sensors to access uplink channels using a pool of preambles. To support different priorities due to various quality-of-service (QoS) requirements, random access can be generalized with multiple pools, which may result in low spectral efficiency. In this paper, for high spectral efficiency, random access with layered preambles (RALP) is proposed to support devices with two different priorities based on the notion of power-domain non-orthogonal multiple access (NOMA). In RALP, two groups of devices, namely type-1 and type-2 devices, are supported with different priorities, where type-1 devices have higher priority than type-2 devices. Closed-form expressions are derived for the detection performance of preambles transmitted by type-1 devices, which can be used for a certain performance guarantee of type-1 devices of high priority. Low-complexity preamble detection methods are also discussed.