TY - GEN
T1 - Centralized caching and delivery of correlated contents over a Gaussian broadcast channel
AU - Yang, Qianqian
AU - Hassanzadeh, Parisa
AU - Gündüz, Deniz
AU - Erkip, Elza
N1 - Publisher Copyright:
© 2018 IFIP.
PY - 2018/5/22
Y1 - 2018/5/22
N2 - Content delivery in a multi-user cache-aided broadcast network is studied, where a server holding a database of correlated contents communicates with the users over a Gaussian broadcast channel (BC). The minimum transmission power required to satisfy all possible demand combinations is studied, when the users are equipped with caches of equal size. A lower bound on the required transmit power is derived, assuming uncoded cache placement, as a function of the cache capacity. A centralized joint cache and channel coding scheme is proposed, which not only utilizes the user's local caches, but also exploits the correlation among the contents in the database. This scheme provides an upper bound on the minimum required transmit power for a given cache capacity. Our results indicate that exploiting the correlations among the contents in a cache-aided Gaussian BC can provide significant energy savings.
AB - Content delivery in a multi-user cache-aided broadcast network is studied, where a server holding a database of correlated contents communicates with the users over a Gaussian broadcast channel (BC). The minimum transmission power required to satisfy all possible demand combinations is studied, when the users are equipped with caches of equal size. A lower bound on the required transmit power is derived, assuming uncoded cache placement, as a function of the cache capacity. A centralized joint cache and channel coding scheme is proposed, which not only utilizes the user's local caches, but also exploits the correlation among the contents in the database. This scheme provides an upper bound on the minimum required transmit power for a given cache capacity. Our results indicate that exploiting the correlations among the contents in a cache-aided Gaussian BC can provide significant energy savings.
UR - http://www.scopus.com/inward/record.url?scp=85048310431&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85048310431&partnerID=8YFLogxK
U2 - 10.23919/WIOPT.2018.8362888
DO - 10.23919/WIOPT.2018.8362888
M3 - Conference contribution
AN - SCOPUS:85048310431
T3 - 2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2018
BT - 2018 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, WiOpt 2018
Y2 - 7 May 2018 through 11 May 2018
ER -