Multi-Antenna Coded Caching for Multi-Access Networks with Cyclic Wrap-Around
This work explores a multiple transmit antenna setting in a multi-access coded caching (MACC) network where each user accesses more than one cache. A MACC network has $K$ users and $K$ caches, and each user has access to $r < K$ consecutive caches in a cyclic wrap-around manner. There are $L$ ant...
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Zusammenfassung: | This work explores a multiple transmit antenna setting in a multi-access
coded caching (MACC) network where each user accesses more than one cache. A
MACC network has $K$ users and $K$ caches, and each user has access to $r < K$
consecutive caches in a cyclic wrap-around manner. There are $L$ antennas at
the server, and each cache has a normalized size of $M/N \leq 1$. The cyclic
wrap-around MACC network with a single antenna at the server has been a
well-investigated topic, and several coded caching schemes and improved lower
bounds on the performance are known for the same. However, this MACC network
has not yet been studied under multi-antenna settings in the coded caching
literature. We study the multi-antenna MACC problem and propose a solution for
the same by constructing a pair of arrays called caching and delivery arrays.
We present three constructions of caching and delivery arrays for different
scenarios and obtain corresponding multi-antenna MACC schemes for the same. Two
schemes resulting from the above constructions achieve optimal performance
under uncoded placement and one-shot delivery. The optimality is shown by
matching the performance of the multi-antenna MACC scheme to that of an optimal
multi-antenna scheme for a dedicated cache network having an identical number
of users, and each user has a normalized cache size of $rM/N$. Further, as a
special case, one of the proposed schemes subsumes an existing optimal MACC
scheme for the single-antenna setting. |
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DOI: | 10.48550/arxiv.2310.08894 |