Backscatter Sensors Communication for 6G Low-Powered NOMA-Enabled IoT Networks Under Imperfect SIC

  • Manzoor Ahmed
  • , Wali Ullah Khan
  • , Asim Ihsan
  • , Xingwang Li
  • , Jianbo Li
  • , Theodoros A. Tsiftsis

Research output: Journal PublicationArticlepeer-review

39 Citations (Scopus)

Abstract

The combination of nonorthogonal multiple access (NOMA) using power-domain with backscatter communication (BC) is expected to connect large-scale Internet of things (IoT) devices in the future sixth-generation era. This article introduces a BC in a multicell IoT network, where a source in each cell transmits a superimposed signal to its associated IoT devices using NOMA. The backscatter sensor tag (BST) also transmits data to IoT devices by reflecting and modulating the superimposed signal of the source. A new optimization framework is provided that simultaneously optimizes the total power of each source, power allocation coefficient of IoT devices, and RC of BST under imperfect successive interference cancellation decoding. This work aims to maximize the total energy efficiency (EE) of the IoT network subject to the quality of services of each IoT device. The problem is first transformed using the Dinkelbach method and then decoupled into two subproblems. The Karush-Kuhn-Tucker conditions and dual Lagrangian method are employed to obtain efficient solutions. In addition, we also calculate the EE of the conventional NOMA network without BC as a benchmark framework. Simulation results unveil the advantage of our considered NOMA BC network over the conventional NOMA network in terms of system total EE.

Original languageEnglish
Pages (from-to)5883-5893
Number of pages11
JournalIEEE Systems Journal
Volume16
Issue number4
DOIs
Publication statusPublished - 1 Dec 2022
Externally publishedYes

Free Keywords

  • Backscatter communication (BC)
  • energy effi- ciency
  • Internet of Things (IoT)
  • nonorthogonal multiple access (NOMA)
  • sixth-generation (6G)

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Information Systems
  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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