首页    期刊浏览 2024年09月20日 星期五
登录注册

文章基本信息

  • 标题:Tensor-based approach for blind separation of interleave-NOMA 5G system
  • 本地全文:下载
  • 作者:Awatif Rouijel ; Azhar Hadmi ; Hassan El Ghazi
  • 期刊名称:Scientific African
  • 印刷版ISSN:2468-2276
  • 出版年度:2021
  • 卷号:14
  • 页码:1-13
  • DOI:10.1016/j.sciaf.2021.e00956
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Highlights•The interleave division multiple access (IDMA) technique has attracted the attention of the scientific community as a suitable code domain non-orthogonal multiple access (NOMA) for 5G.•A tensor modeling of the IDMA emitter and the proposal of a new form of the interleavers.•The separation and the equalization of the received signals by using the CP tensor decomposition.AbstractNowadays, wireless broadband communication has experienced tremendous growth. The requirement for various new and advanced multiple access techniques is constantly increasing. The interleave division multiple access (IDMA) technique has attracted the attention of the scientific community as an opportune code domain non-orthogonal multiple access (NOMA) for future communication standards. In this system, the detection of the signals received from different users is done by specific interleavers.In this paper, and regarding the transmission-rate loss caused by the use of spreading codes and interleavers in the IDMA systems, we are going to place ourselves in a blind separation context for IDMA signals. For this purpose, a study of a purely deterministic approach, which is the tensor decomposition, as well as a theoretical study of the Canonical Polyadic (CP) model’s existence and uniqueness issues, is also carried out. Then, a tensor modeling of the IDMA emitter and the proposal of a new form of the interleavers will be undertaken. The separation and equalization of received signals using the CP tensor decomposition compelled us to examine the methods utilized to carry out this decomposition, as well as suggest two iterative blind receivers that take use of the algebraic features of the suggested model. On the other hand, the application of an exact performance criterion will be performed, taken into account the scale and permutation indeterminacy constraints.
  • 关键词:KeywordsTensor modelingWireless communication systemsBlind separationMultiusers systemCP decompositionPerformance criterionIDMAInterleaver
国家哲学社会科学文献中心版权所有