A Low Complexity Algorithm of Dynamic Resource Allocation for Downlink Multi-Carrier NOMA Systems

This paper investigates the sub-channels and power allocation issue in the multi-carrier NOMA communication system. To maximize the sum rate of the system, we design a fast dynamic resource allocation (FDRA) algorithm. The algorithm can quickly identify the interference nodes with poor channel condi...

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Vydáno v:IEEE transactions on vehicular technology Ročník 70; číslo 12; s. 13418 - 13423
Hlavní autoři: Hu, Yingmeng, Liu, Rongke, Bian, Hongxiu, Gao, Xiangqiang
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.12.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Algorithms
Channel capacity
Communications systems
Complexity
Complexity theory
Downlinking
Genetic algorithms
low decoding complexity
multi-carrier technology
NOMA
QoS
Quality of service
Resource allocation
Resource management
ISSN:0018-9545, 1939-9359
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Shrnutí:This paper investigates the sub-channels and power allocation issue in the multi-carrier NOMA communication system. To maximize the sum rate of the system, we design a fast dynamic resource allocation (FDRA) algorithm. The algorithm can quickly identify the interference nodes with poor channel conditions, and reduces the search complexity of the algorithm. By jointly optimizing sub-carrier and power resource allocation, the proposed scheme can take full advantage of the channel capacity, and maximize the system performance while ensuring the quality of service (QoS) of each user. Simulation results show that when compared with the joint resource allocation (JRA) algorithm and the genetic algorithm (GA), the FDRA algorithm can achieve the best performance on the complexity and the sum rate of the system. Thus, the proposed algorithm can provide a fast and efficient resource allocation scheme for the downlink multi-carrier NOMA systems.
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ISSN:0018-9545
1939-9359
DOI:10.1109/TVT.2021.3121126