TY - JOUR
T1 - Efficient Delay Minimization Algorithm for Cache-Enabled NOMA Systems
AU - Fu, Yaru
AU - Shi, Zheng
AU - Ke, Junming
AU - Wang, Hong
AU - Wong, Angus K.Y.
AU - Quek, Tony Q.S.
N1 - Publisher Copyright:
© 2012 IEEE.
PY - 2021/8
Y1 - 2021/8
N2 - This letter adopts a proactive mechanism, namely, recommendation, to boost the performance of cache-enabled non-orthogonal multiple access (NOMA) systems from a delay minimization perspective. To this end, the impact of recommendation is first explored on the average latency of a cache-aware NOMA system, which consists of two components, namely the backhaul link delay and the content delivery delay. Consequently, the closed-form expressions regarding the latency-preserving capability of cache-assisted NOMA with recommendation are derived compared to the conventional orthogonal multiple access (OMA) strategy without recommendation. Thereafter, the associated recommendation decision making problem is optimally solved by a genetic algorithm (GA)-assisted approach. Monte Carlo simulation results validate the superiority of our proposed scheme compared to a wide range of benchmarks.
AB - This letter adopts a proactive mechanism, namely, recommendation, to boost the performance of cache-enabled non-orthogonal multiple access (NOMA) systems from a delay minimization perspective. To this end, the impact of recommendation is first explored on the average latency of a cache-aware NOMA system, which consists of two components, namely the backhaul link delay and the content delivery delay. Consequently, the closed-form expressions regarding the latency-preserving capability of cache-assisted NOMA with recommendation are derived compared to the conventional orthogonal multiple access (OMA) strategy without recommendation. Thereafter, the associated recommendation decision making problem is optimally solved by a genetic algorithm (GA)-assisted approach. Monte Carlo simulation results validate the superiority of our proposed scheme compared to a wide range of benchmarks.
KW - Average system delay
KW - non-orthogonal multiple access (NOMA)
KW - recommendation
KW - wireless edge caching
UR - http://www.scopus.com/inward/record.url?scp=85105883303&partnerID=8YFLogxK
U2 - 10.1109/LWC.2021.3079470
DO - 10.1109/LWC.2021.3079470
M3 - Article
AN - SCOPUS:85105883303
SN - 2162-2337
VL - 10
SP - 1771
EP - 1775
JO - IEEE Wireless Communications Letters
JF - IEEE Wireless Communications Letters
IS - 8
M1 - 9429705
ER -