A Cross-Layer Optimization Framework for Index-Coded NOMA in Cache-Aided F-RANs
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
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Detail(s)
Original language | English |
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Pages (from-to) | 7322-7336 |
Journal / Publication | IEEE Transactions on Communications |
Volume | 70 |
Issue number | 11 |
Online published | 12 Sept 2022 |
Publication status | Published - Nov 2022 |
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Abstract
This paper studies cached-aided multicast transmissions in fronthaul fog radio access networks (F-RANs). While index coding and cached-aided non-orthogonal multiple access (NOMA) are techniques commonly used for utilizing cache contents to save transmit energy, there is a lack of general framework to integrate them. This work proposes index-coded NOMA and dynamic coded-NOMA to investigate energy performance of the integration of index coding and NOMA under whole-file and subfile caching, respectively. Besides, dynamic cache space allocation is applied to both caching schemes, which allocates cache sizes to the fog access points (F-APs) according to their large-scale channel conditions. For index-coded NOMA, the general grouping problem is proved to be NP-hard and optimal solutions for some special cases are given. Furthermore, efficient heuristic grouping algorithms are proposed. For dynamic coded-NOMA, we obtain the closed-form minimum transmit energy. The numerical results validate the good performance of our proposed algorithms. Index-coded NOMA and dynamic coded-NOMA have comparable performance and both of them save much energy than the existing schemes. When there are 12 F-APs under small-cache scenarios, index-coded NOMA saves energy by 70.3% compared to traditional NOMA.
Research Area(s)
- cached-aided NOMA, Encoding, energy minimization, Heuristic algorithms, index coding, Indexes, Libraries, NOMA, NOMA pairing, Non-orthogonal multiple access, Receivers, superposition coding, Wireless communication
Citation Format(s)
A Cross-Layer Optimization Framework for Index-Coded NOMA in Cache-Aided F-RANs. / Guo, Yongna; Sung, Chi Wan; Mostafa, Salwa et al.
In: IEEE Transactions on Communications, Vol. 70, No. 11, 11.2022, p. 7322-7336.
In: IEEE Transactions on Communications, Vol. 70, No. 11, 11.2022, p. 7322-7336.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review