电网与新能源联合供电的蜂窝中继系统的功率分配算法研究
Research on Power Allocation Algorithms in Power Grid and New Energy Jointly Powered Cellular Relay Systems
为提升蜂窝中继系统的能量效率,本文研究了多个传输时隙下电网与新能源联合供电的中继系统的功率分配算法。综合考虑电网消耗总功率与和速率两个方面,构造了效用函数。基于信道状态信息和获取的能量信息的时变性,对理想和实际两种情况分别提出了最优的功率分配策略,证明理想情况下的优化问题为准凹优化的形式,通过二分法得到了最优的传输功率。实际情况下,将最优化问题转化为线性效用函数的次优功率分配的形式,采用动态规划Bellman等式的方法得到了次优的传输功率。最后,本文将提出的两种功率分配算法与传统功率分配算法进行了系统性能的仿真与比较。仿真结果表明,本文提出的两种算法系统的能量效率优于传统方案。
In order to improve the energy efficiency of cellular relay systems, we study the problem of power allocation over finite time slots with grid power and new energy jointly powered system. Considering the total grid power consumption and sum rate, we propose a new utility function. Since both channel conditions and energy harvesting are time varying, we propose not only the optimal power allocation algorithm in the ideal scenario but also the one in the actual scenario. The optimization problem of the ideal case is proved to be a quasi-concave optimization problem which can be solved by the bisection method. In the actual case, the optimization problem is transformed into a linear utility function in the form of the suboptimal power allocation, and the dynamic programming Bellman equation gives the solution. Finally, the performance of these two proposed power allocation algorithms and the traditional algorithm are simulated and compared. Simulation results show that the energy efficiency of the system in two proposed algorithms are better than that of the traditional algorithm.
廖学文、邱现彦
输配电工程无线通信电工基础理论
中继系统功率分配动态规划绿色通信
Relay SystemsPower AllocationDynamic ProgrammingGreen Communication
廖学文,邱现彦.电网与新能源联合供电的蜂窝中继系统的功率分配算法研究[EB/OL].(2013-03-25)[2025-06-07].http://www.paper.edu.cn/releasepaper/content/201303-819.点此复制
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