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首页> 外文期刊>EURASIP journal on advances in signal processing >The Normalized-Rate Iterative Algorithm: A Practical Dynamic Spectrum Management Method for DSL
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The Normalized-Rate Iterative Algorithm: A Practical Dynamic Spectrum Management Method for DSL

机译:归一化速率迭代算法:一种适用于DSL的实用动态频谱管理方法

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We present a practical solution for dynamic spectrum management (DSM) in digital subscriber line systems: the normalized-rate iterative algorithm (NRIA). Supported by a novel optimization problem formulation, the NRIA is the only DSM algorithm that jointly addresses spectrum balancing for frequency division duplexing systems and power allocation for the users sharing a common cable bundle. With a focus on being implementable rather than obtaining the highest possible theoretical performance, the NRIA is designed to efficiently solve the DSM optimization problem with the operators' business models in mind. This is achieved with the help of two types of parameters: the desired network asymmetry and the desired user priorities. The NRIA is a centralized DSM algorithm based on the iterative water-filling algorithm (IWFA) for finding efficient power allocations, but extends the IWFA by finding the achievable bitrates and by optimizing the bandplan. It is compared with three other DSM proposals: the IWFA, the optimal spectrum balancing algorithm (OSBA), and the bidirectional IWFA (bi-IWFA). We show that the NRIA achieves better bitrate performance than the IWFA and the bi-IWFA. It can even achieve performance almost as good as the OSBA, but with dramatically lower requirements on complexity. Additionally, the NRIA can achieve bitrate combinations that cannot be supported by any other DSM algorithm.
机译:我们为数字用户线系统中的动态频谱管理(DSM)提供了一种实用的解决方案:归一化速率迭代算法(NRIA)。在新颖的优化问题公式的支持下,NRIA是唯一的DSM算法,可以共同解决频分双工系统的频谱平衡和为共享公用电缆束的用户分配功率的问题。 NRIA着眼于实现而不是获得最高的理论性能,其设计宗旨是有效考虑运营商的业务模型来解决DSM优化问题。这可以通过两种类型的参数来实现:所需的网络不对称性和所需的用户优先级。 NRIA是基于迭代注水算法(IWFA)的集中式DSM算法,用于查找有效的功率分配,但是通过查找可达到的比特率和优化频段规划来扩展IWFA。它与其他三个DSM提议进行了比较:IWFA,最佳频谱平衡算法(OSBA)和双向IWFA(bi-IWFA)。我们证明了NRIA比IWFA和bi-IWFA具有更好的比特率性能。它甚至可以达到几乎与OSBA一样的性能,但对复杂性的要求却大大降低。此外,NRIA可以实现任何其他DSM算法无法支持的比特率组合。

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