用于低功耗DSP应用的FIR数字滤波器序列设计

W. Lu, A. Antoniou, S. Saab
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引用次数: 7

摘要

提出了一种低功耗FIR数字滤波器的设计方法。在这种方法中,数字滤波器被实现为低阶部分的级联排列。第一部分是通过优化设计,使之尽可能满足总体所要求的规格。然后固定第一部分,并添加第二部分,这样设计是为了使前两部分级联再次尽可能地满足所需的总体规格。这一过程不断重复,直到得到一个多段滤波器,该滤波器将满足当前应用程序所施加的最关键情况下所需的规格。在这种类型的多段滤波器中,可以通过使用简单的自适应机制来切换处理当前输入信号所需的最小段数,这样就可以将功耗降至最低。该设计策略是通过将第k段的设计表述为加权最小二乘最小化问题来实现的,假设存在最优(k-1)段设计。
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Sequential design of FIR digital filters for low-power DSP applications
A method for the design of FIR digital filters with low power consumption is proposed. In this method, the digital filter is implemented as a cascade arrangement of low-order sections. The first section is designed through optimization so as to satisfy as far as possible, the overall required specifications. The first section is then fixed and a second section is added, which is designed so that the first two sections in cascade satisfy again as far as possible the overall required specifications. This process is repeated until a multisection filter is obtained that would satisfy the required specifications under the most critical circumstances imposed by the application at hand. In multisection filters of this type, the minimum number of sections required to process the current input signal can be switched in through the use of a simple adaptation mechanism and, in this way, the power consumption can be minimized. This design strategy is achieved by formulating the design of the k-th section as a weighted least-squares minimization problem, assuming that an optimum (k-1)-section design is available.
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