AFDM-SCMA: A Promising Waveform for Massive Connectivity Over High Mobility Channels

Qu Luo*, Pei Xiao, Zilong Liu, Ziwei Wan, Nikolaos Thomos, Zhen Gao, Ziming He

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

9 Citations (Scopus)

Abstract

This paper studies the affine frequency division multiplexing (AFDM)-empowered sparse code multiple access (SCMA) system, referred to as AFDM-SCMA, for supporting massive connectivity in high-mobility environments. First, by placing the sparse codewords on the AFDM chirp subcarriers, the input-output (I/O) relation of AFDM-SCMA systems is presented. Next, we delve into the generalized receiver design, chirp rate selection, and error rate performance of the proposed AFDM-SCMA. The proposed AFDM-SCMA is shown to provide a general framework and subsume the existing OFDM-SCMA as a special case. Third, for efficient transceiver design, we further propose a class of sparse codebooks for simplifying the I/O relation, referred to as I/O relation-inspired codebook design in this paper. Building upon these codebooks, we propose a novel iterative detection and decoding scheme with linear minimum mean square error (LMMSE) estimator for both downlink and uplink channels based on orthogonal approximate message passing principles. Our numerical results demonstrate the superiority of the proposed AFDM-SCMA systems over OFDM-SCMA systems in terms of the error rate performance. We show that the proposed receiver can significantly enhance the error rate performance while reducing the detection complexity.

Original languageEnglish
Pages (from-to)14421-14436
Number of pages16
JournalIEEE Transactions on Wireless Communications
Volume23
Issue number10
DOIs
Publication statusPublished - 2024

Keywords

  • affine frequency division multiplexing (AFDM)
  • chirp subcarrier
  • codebook design
  • decoding
  • high-mobility channels
  • iterative detection
  • orthogonal approximate message passing (OAMP)
  • Sparse code multiple access (SCMA)

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