多用户自适应OFDM系统的比特分配算法
daptive bit allocation algorithms
本文研究了多用户OFDM系统中的自适应子载波和比特分配算法,其中包括两大类:在给定数据传输速率限制条件下最小化总发射功率和在给定功率限制条件下最大化数据传输速率,这两种问题分别称为余量自适应(MA)和速率自适应(RA)。首先,我们先研究了最优的子载波和比特分配算法,这种最优算法是非线性形式的,并且想要获得它的最优解需要大量的计算。为了简化计算,本文将最优的子载波和比特分配算法进行了线性规划,并将其中的变量整数化。事实上,由于整数规划引入了更多的变量,这导致算法的复杂度并没有降低。因此,为了便于实际应用,在线性化的基础上,我们提出了次最优的比特分配方法:把子载波和比特的分配过程分开执行,即在子载波分配完毕之后,再用Greedy算法对用户分配比特。这种方法可以大大的降低计算量,并且与以往提出的次最优方法相比较,显示出了更加优越的性能,仿真结果验证了其正确性。
In this paper ,we study adaptive subchannel an bit allocation algorithms in multiuser OFDM system. The algorithm include two major type: minimization of the overall transmit power under the data rate constraint and maximization of the data rate under the power constraint, the two problems are referred as the margin adaptive(MA, the former) and rate adaptive(RA, the later). First, we study the optimal subchannel and bit allocation algorithms, which are nonlinear. it needs much of computation to solve them. In the text, we convert the optimal subchannel and bit allocation algorithms into liner ones and solve them by integer programming to make the problem simpler. However, because the number of constraints and variables increases, the complexity of the linear algorithms donˇt decrease. Due to this fact, we proposed a suboptimal approach which separately performs subcarrier allocation and bit loading. The approach needs much less computation than the original optimal approach. Simulation results indicated that the proposed suboptimal method can outperform existing techniques.
王玉良、马宁
通信无线通信
OFDM系统自适应比特分配自适应子载波分配线性规划
OFDM systemadaptive bit allocationadaptive subchannel allocationlinear programming
王玉良,马宁.多用户自适应OFDM系统的比特分配算法[EB/OL].(2008-05-29)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/200805-825.点此复制
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