Abstract
Aiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probability statistical characteristics are proposed. This strategy and algorithm guarantee D2D. Communication maximizes total system throughput while maximizing access. The analysis results show that this algorithm can significantly optimize the total throughput of the system and reduce the communication interference between the users, which proves the rationality and efficiency of the communication model. The research results obtained in Muwen can provide a theoretical basis for analyzing more complex D2D communication systems and provide a numerical basis for designing heuristic algorithms.
| Original language | English |
|---|---|
| Article number | 8653828 |
| Pages (from-to) | 25263-25273 |
| Number of pages | 11 |
| Journal | IEEE Access |
| Volume | 7 |
| DOIs | |
| Publication status | Published - 1 Jan 2019 |
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Keywords
- 5G
- D2D communication
- resource allocation
- resource optimization
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D2D communication mode selection and resource optimization algorithm with optimal throughput in 5G network. / Li, Jun; Lei, Guanglin; Manogaran, Gunasekaran; Mastorakis, George; Mavromoustakis, Constandinos X.
In: IEEE Access, Vol. 7, 8653828, 01.01.2019, p. 25263-25273.Research output: Contribution to journal › Article
TY - JOUR
T1 - D2D communication mode selection and resource optimization algorithm with optimal throughput in 5G network
AU - Li, Jun
AU - Lei, Guanglin
AU - Manogaran, Gunasekaran
AU - Mastorakis, George
AU - Mavromoustakis, Constandinos X.
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Aiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probability statistical characteristics are proposed. This strategy and algorithm guarantee D2D. Communication maximizes total system throughput while maximizing access. The analysis results show that this algorithm can significantly optimize the total throughput of the system and reduce the communication interference between the users, which proves the rationality and efficiency of the communication model. The research results obtained in Muwen can provide a theoretical basis for analyzing more complex D2D communication systems and provide a numerical basis for designing heuristic algorithms.
AB - Aiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probability statistical characteristics are proposed. This strategy and algorithm guarantee D2D. Communication maximizes total system throughput while maximizing access. The analysis results show that this algorithm can significantly optimize the total throughput of the system and reduce the communication interference between the users, which proves the rationality and efficiency of the communication model. The research results obtained in Muwen can provide a theoretical basis for analyzing more complex D2D communication systems and provide a numerical basis for designing heuristic algorithms.
KW - 5G
KW - D2D communication
KW - resource allocation
KW - resource optimization
UR - http://www.scopus.com/inward/record.url?scp=85062717702&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2019.2900422
DO - 10.1109/ACCESS.2019.2900422
M3 - Article
AN - SCOPUS:85062717702
VL - 7
SP - 25263
EP - 25273
JO - IEEE Access
JF - IEEE Access
SN - 2169-3536
M1 - 8653828
ER -