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Achievable DoF Bounds for Cache-Aided Asymmetric MIMO Communications

Information Theory 2026-03-11 v3 Signal Processing math.IT

Abstract

Integrating coded caching (CC) into multiple-input multiple-output (MIMO) communications can significantly enhance the achievable degrees of freedom (DoF) in wireless networks. This paper investigates a practical cache-aided asymmetric MIMO configuration with cache ratio γ\gamma, where a server equipped with LL transmit antennas communicates with KK users, each having GkG_k receive antennas. We propose three content-aware MIMO-CC strategies: the \emph{min-G} scheme, which treats the system as symmetric by assuming all users have the same number of antennas, equal to the smallest among them; the \emph{Grouping} scheme, which maximizes spatial multiplexing gain separately within each user subset at the cost of some global caching gain; and the \emph{Phantom} scheme, which dynamically redistributes spatial resources using virtual or ``phantom'' antennas at the users, bridging the performance gains of the min-GG and Grouping schemes. These strategies jointly optimize the number of users, Ω\Omega, and the parallel streams decoded by each user, βk\beta_k, ensuring linear decodability for all target users. Analytical and numerical results confirm that the proposed schemes achieve significant DoF improvements across various system configurations.

Keywords

Cite

@article{arxiv.2501.10854,
  title  = {Achievable DoF Bounds for Cache-Aided Asymmetric MIMO Communications},
  author = {Mohammad NaseriTehrani and MohammadJavad Salehi and Antti Tölli},
  journal= {arXiv preprint arXiv:2501.10854},
  year   = {2026}
}