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 |
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Article number | 8653828 |
Pages (from-to) | 25263-25273 |
Number of pages | 11 |
Journal | IEEE Access |
Volume | 7 |
DOIs | |
Publication status | Published - 1 Jan 2019 |
Keywords
- 5G
- D2D communication
- resource allocation
- resource optimization