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Multicast Transmission Design with Enhanced DoF for MIMO Coded Caching Systems

Information Theory 2023-11-27 v3 math.IT

Abstract

Integrating coded caching (CC) into multi-input multi-output (MIMO) setups significantly enhances the achievable degrees of freedom (DoF). We consider a cache-aided MIMO configuration with a CC gain tt, where a server with LL Tx-antennas communicates with KK users, each equipped with GG Rx-antennas. Similar to existing works, we also extend a core CC approach, designed initially for multi-input single-output (MISO) scenarios, to the MIMO setup. However, in the proposed MIMO strategy, rather than replicating the transmit scheme from the MISO setup, the number of users Ω\Omega served in each transmission is fine-tuned to maximize DoF. As a result, an optimized DoF of maxβ,ΩΩβ{\max_{\beta, \Omega }}{\Omega \beta} is achieved, where βmin(G,L(Ω1t)/1+(Ωt1)(Ω1t)){\beta \le \mathrm{min}\big(G,L \binom{\Omega-1}{t}}\Big/{1 + (\Omega - t-1)\binom{\Omega-1}{t}}\big) is the number of parallel streams decoded by each user. For the considered MIMO-CC setup, we also introduce an effective multicast transmit covariance matrix design for the symmetric rate maximization objective solved iteratively via successive convex approximation (SCA). Finally, numerical simulations verify the enhanced DoF and improved performance of the proposed design.

Keywords

Cite

@article{arxiv.2304.13827,
  title  = {Multicast Transmission Design with Enhanced DoF for MIMO Coded Caching Systems},
  author = {Mohammad NaseriTehrani and MohammadJavad Salehi and Antti Tölli},
  journal= {arXiv preprint arXiv:2304.13827},
  year   = {2023}
}
R2 v1 2026-06-28T10:19:05.349Z