A Linear-Time Grouping Algorithm for F-RANs with Index Coding and Cache-Aided NOMA
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Author(s)
Related Research Unit(s)
Detail(s)
Original language | English |
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Title of host publication | ICC 2021 - IEEE International Conference on Communications |
Subtitle of host publication | Proceedings |
Publisher | Institute of Electrical and Electronics Engineers, Inc. |
ISBN (electronic) | 9781728171227 |
ISBN (print) | 9781728171234 |
Publication status | Published - 2021 |
Publication series
Name | IEEE International Conference on Communications |
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ISSN (Print) | 1550-3607 |
ISSN (electronic) | 1938-1883 |
Conference
Title | 2021 IEEE International Conference on Communications (ICC 2021) |
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Location | Virtual |
Place | Canada |
City | Montreal, QC |
Period | 14 - 23 June 2021 |
Link(s)
Abstract
Both index coding and non-orthogonal multiple access (NOMA) are useful techniques for a transmitter to send information to multiple cache-enabled receivers. In former works, either index coding or cache-aided NOMA is applied in the system, while the combination of index coding and cache-aided NOMA has not been fully investigated. This work is the first attempt to integrate these two techniques. A two-phase transmission algorithm is proposed to first partition receivers into index coding groups and next pair these groups up for superposition coding. Cache-aided interference cancellation (CIC) is employed at the receiver. This new method is applied to a cache-enabled fog radio access network (F-RAN). Besides, a distinct-file caching scheme with imbalanced cache size at fog access points (F-APs) is proposed. For this particular caching scheme, the two-phase algorithm can be fine-tuned in a way so that its time complexity becomes linear in the number of F-APs, which is very fast and particularly desirable from a practical viewpoint. Furthermore, simulation results show that our proposed method can significantly reduce the power consumption for transmissions over the fronthaul link of the F-RAN.
Research Area(s)
- cache-aided interference cancellation, index coding, Non-orthogonal multiple access, power minimization
Citation Format(s)
A Linear-Time Grouping Algorithm for F-RANs with Index Coding and Cache-Aided NOMA. / Guo, Yongna; Mostafa, Salwa; Zou, Jun et al.
ICC 2021 - IEEE International Conference on Communications: Proceedings. Institute of Electrical and Electronics Engineers, Inc., 2021. (IEEE International Conference on Communications).
ICC 2021 - IEEE International Conference on Communications: Proceedings. Institute of Electrical and Electronics Engineers, Inc., 2021. (IEEE International Conference on Communications).
Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review