Graduate School and Research Center in Digital Sciences

Extending the optimality range of multi-antenna coded caching with shared caches

Parrinello, Emanuele; Elia, Petros; Lampiris, Eleftherios

ISIT 2020, IEEE International Symposium on Information Theory, 21-26 June 2020, Los Angeles, California, USA (Virtual Conference)

This work considers the cache-aided multiple-input single-output broadcast channel (MISO BC) where an L-antenna transmitter serves K receiving users, each assisted by one of  < K caches with normalized capacity. For this setting it was known that in the range of L 2 [K=;K ], one can achieve a Degrees-of-Freedom (DoF) performance of L + K. This very restrictive constraint that L  K excluded sharedcache settings with a large number of antennas from achieving the maximum DoF; for the more realistic regime of L > K, all existing coded caching schemes suffer substantially reduced caching or multiplexing gains. Our work provides a novel coded caching scheme that achieves the exact best known, near optimal, DoF L+K, and does so even if L > K, thus covering an important hole in identifying the optimal performance for the multi-antenna shared-cache problem. Therefore, our work reveals that shared-cache systems with many transmit antennas can also enjoy both full multiplexing gains (L) as well as full caching gains (K) despite the sharing of the caches. A side benefit of this scheme is its applicability in multi-antenna settings with dedicated users caches, where it can offer the advantage of reducing the subpacketization without sacrificing the DoF performance.

Document Doi Bibtex

Title:Extending the optimality range of multi-antenna coded caching with shared caches
Type:Conference
Language:English
City:Los Angeles
Country:UNITED STATES
Date:
Department:Communication systems
Eurecom ref:6267
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Bibtex: @inproceedings{EURECOM+6267, doi = {http://dx.doi.org/10.1109/ISIT44484.2020.9174374}, year = {2020}, title = {{E}xtending the optimality range of multi-antenna coded caching with shared caches}, author = {{P}arrinello, {E}manuele and {E}lia, {P}etros and {L}ampiris, {E}leftherios}, booktitle = {{ISIT} 2020, {IEEE} {I}nternational {S}ymposium on {I}nformation {T}heory, 21-26 {J}une 2020, {L}os {A}ngeles, {C}alifornia, {USA} ({V}irtual {C}onference)}, address = {{L}os {A}ngeles, {UNITED} {STATES}}, month = {06}, url = {http://www.eurecom.fr/publication/6267} }
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