噪声信道上数据传输的最优有限阶正交收发滤波器设计

J. Tuqan
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引用次数: 2

摘要

由于正交多速率有限阶数字滤波器在xDSL和CDMA等多载波通信系统中起着关键作用,因此用于噪声信道上数据传输的正交多速率有限阶数字滤波器的设计受到了广泛的关注。重新讨论了在信道带宽内设计最大能量集中滤波器的问题。本工作的关键制约因素是滤波器设计过程的计算效率以及实现滤波器的成本。对于FIR情况,我们提出了一种新的半定规划(SDP)公式。SDP找到了全局最优的产品过滤器H(z)H(z/sup -1/),比现有的解决方案效率更高。提出了最小相位谱因子H/sub min/(z)的新表征。然后,我们考虑了一类特殊的IIR多速率滤波器的优化设计,即这类IIR滤波器是两个通过率之和。尽管具有约束性质,但我们表明低阶IIR滤波器可以与具有更多参数的FIR滤波器一样具有“频谱效率”。
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On the design of optimal orthogonal finite order transmitter and receiver filters for data transmission over noisy channels
The design of orthogonal multirate finite order digital filters for data transmission over noisy channels has received considerable attention, due to the fact that, these filters play a key role in multicarrier communication systems such as xDSL and CDMA. The problem of designing such filters for maximum energy concentration in the channel bandwidth is revisited. The key constraint in this work is the computational efficiency of the filter design procedure as well as the cost of implementing the filter. For the FIR case, we propose a new semidefinite program (SDP) formulation. The SDP finds the globally optimum product filter H(z)H(z/sup -1/) and is more efficient than the existing solution. A new characterization of the minimum phase spectral factor H/sub min/(z) is also presented. We then consider the optimum design of a special class of IIR multirate filters, namely the class of IIR filters that are the sum of two all pass. Despite its constrained nature, we show that a low order IIR filter can be as "spectrally efficient" as an FIR filter with much more parameters.
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