Enabling Decentralized Computation of the WAX Decomposition

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceedingpeer-review

Abstract

As the number of antennas scales up, research efforts have been directed towards finding decentralized receiver solutions for multi-antenna architectures. In a recent paper, a novel matrix decomposition - the WAX decomposition - was proposed, which has direct bearing on characterizing the level of decentralization that is possible if the complexity of the decentralized processing is limited. However, the available work on WAX decomposition has left some gaps in determining how one of its basis matrices has to be defined. In this paper we present a number of constructions for effectively defining said basis matrix, and we show how they facilitate decentralized calculation of the WAX decomposition itself for applying information-lossless processing in architectures with an arbitrary level of decentralization. Thereby, taking a major step towards realizing decentralized receiver solution for large scale antenna systems.

Original languageEnglish
Title of host publicationICC 2022 - IEEE International Conference on Communications
DOIs
Publication statusPublished - 2022
Event2022 IEEE International Conference on Communications, ICC 2022 - Seoul, Korea, Republic of
Duration: 2022 May 162022 May 20

Publication series

NameIEEE International Conference on Communications
Volume2022
ISSN (Print)1550-3607

Conference

Conference2022 IEEE International Conference on Communications, ICC 2022
Country/TerritoryKorea, Republic of
CitySeoul
Period2022/05/162022/05/20

Subject classification (UKÄ)

  • Signal Processing

Free keywords

  • decentralized processing
  • linear equalization
  • LIS
  • Massive MIMO
  • matched filter
  • MIMO
  • WAX decomposition

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