分布式降噪分析

A. Abdallah, W. Wolf
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引用次数: 6

摘要

本文解决了将传统算法,特别是信号处理算法从通常的集中式移植到并行分布式的过程中出现的问题。它专门处理那些非常熟悉的问题,特别是对于有限的功率、内存、计算能力和带宽的无线传感器网络。为了确保达到效率和性能的目标,应该采取什么适当的方法?应该在多大程度上利用算法中可用的并行性,这些都是本文将要讨论的一些问题。本文介绍了分布式版本算法的通信和计算方案的建模问题,并给出了建模的初步原型
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of Distributed Noise Canceling
This paper tackles the issues which arise when the process of porting conventional algorithms, especially signal processing ones, from their normal centralized form to a parallel distributed form is undertaken. It deals specifically with those all too familiar issues particular to wireless sensor networks of limited power, memory, computational capabilities, and bandwidth. What is the proper approach one should take to ensure that goals of efficiency and performance are met, and to what degree of granularity should the parallelism available within an algorithm be exploited are some of the questions which will be addressed here. The issue of modeling the communication and computation scheme for the distributed version of the algorithm is introduced here along with the preliminary prototype for doing so
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