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首页> 外文期刊>EURASIP journal on applied signal processing >Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines
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Analysis of Iterative Waterfilling Algorithm for Multiuser Power Control in Digital Subscriber Lines

机译:数字用户线中多用户功率控制的迭代注水算法分析

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We present an equivalent linear complementarity problem (LCP) formulation of the noncooperative Nash game resulting from the DSL power control problem. Based on this LCP reformulation, we establish the linear convergence of the popular distributed iterative waterfilling algorithm (IWFA) for arbitrary symmetric interference environment and for certain asymmetric channel conditions with any number of users. In the case of symmetric interference crosstalk coefficients, we show that the users of IWFA in fact, unknowingly but willingly, cooperate to minimize a common quadratic cost function whose gradient measures the received signal power from all users. This is surprising since the DSL users in the IWFA have no intention to cooperate as each maximizes its own rate to reach a Nash equilibrium. In the case of asymmetric coefficients, the convergence of the IWFA is due to a contraction property of the iterates. In addition, the LCP reformulation enables us to solve the DSL power control problem under no restrictions on the interference coefficients using existing LCP algorithms, for example, Lemke's method. Indeed, we use the latter method to benchmark the empirical performance of IWFA in the presence of strong crosstalk interference.
机译:我们提出了由DSL功率控制问题引起的非合作Nash游戏的等效线性互补问题(LCP)公式。基于此LCP重构,我们建立了适用于任意对称干扰环境和任意数量用户的某些非对称信道条件的流行分布式迭代充水算法(IWFA)的线性收敛。在对称干扰串扰系数的情况下,我们表明IWFA的用户实际上在不知不觉中但愿意合作来最小化一个通用的二次成本函数,该函数的梯度测量了所有用户的接收信号功率。这是令人惊讶的,因为IWFA中的DSL用户无意合作,因为每个用户都最大化自己的速率以达到Nash平衡。在不对称系数的情况下,IWFA的收敛是由于迭代的收缩特性。此外,LCP重构使我们能够使用现有的LCP算法(例如Lemke方法)在不受干扰系数限制的情况下解决DSL功率控制问题。确实,在存在强串扰的情况下,我们使用后一种方法对IWFA的经验性能进行基准测试。

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