Resource scheduling strategy based on simulated annealing algorithm in hybrid D2D cellular networks

Xiang YU; Haibo ZHANG; Lu YANG

doi:10.11959/j.issn.1000-0801.2017093

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Resource scheduling strategy based on simulated annealing algorithm in hybrid D2D cellular networks

Research and development | 更新时间：2024-06-05

- Resource scheduling strategy based on simulated annealing algorithm in hybrid D2D cellular networks
- Telecommunications Science Vol. 33, Issue 4, Pages: 71-77(2017)
- 作者机构：
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- DOI：10.11959/j.issn.1000-0801.2017093
  CLC： TN929.5
- Published Online：2017-04，
  
  Published：20 April 2017
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Xiang YU, Haibo ZHANG, Lu YANG. Resource scheduling strategy based on simulated annealing algorithm in hybrid D2D cellular networks[J]. Telecommunications science, 2017, 33(4): 71-77.
DOI：

Xiang YU, Haibo ZHANG, Lu YANG. Resource scheduling strategy based on simulated annealing algorithm in hybrid D2D cellular networks[J]. Telecommunications science, 2017, 33(4): 71-77. DOI： 10.11959/j.issn.1000-0801.2017093.

摘要

D2D 通信是未来5G 网络中一种近距离直通通信方式，在通信过程中，信息直接由发送端传给接收用户，而不需要经过基站的转发。在传统蜂窝网络中引入D2D通信可以极大地提升系统的总吞吐量、增大频谱资源的利用率以及降低发射终端的功耗。主要介绍了一种适用于混合D2D蜂窝网络中的资源分配方法，通过拉格朗日乘子法结合模拟退火算法实现频谱资源的分配，提出一种同时考虑信道容量和能耗的基于模拟退火算法的资源调度策略。本算法在维也纳仿真平台上经仿真验证，相比于传统贪婪优化算法，可以明显增大系统总吞吐量和频谱资源利用率。另外，算法中采用了分布式资源调度方法，D2D 用户根据算法步骤自行搜索适合的目标信道并计算其发射功率，可以有效减少基站的信令开销。

Abstract

D2D communication is a short distance communication mode in the future 5G network.In the process of communication

the information is transmitted from the sender to the receiver directly

without the need to transmit through the base station.The introduction of D2D communication in the traditional cellular network can greatly improve the total throughput of the system

increase the utilization of spectrum resources and reduce the power consumption of the transmitter.A resource allocation method which was used in hybrid D2D cellular network was mainly introduced

spectrum resources was distributed by Lagrange multiplier method combined with simulated annealing algorithm

a consideration of channel capacity and energy consumption of the resource scheduling strategy based on simulated annealing algorithm was put forward.This algorithm was simulated by the simulation platform in Vienna

compared to the traditional greedy optimization algorithm

it can significantly increase the total system throughput and bandwidth utilization and reduce the power consumption.In addition

the distributed algorithm was adopted

that D2D users searched for a suitable target channel and calculated their transmit power according to the algorithm steps

which reduced the signaling overhead of the base station.

关键词

Keywords

references

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