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FPGA-Based Architectures for Acoustic Beamforming with Microphone Arrays: Trends, Challenges and Research Opportunities

机译:基于FPGA的麦克风阵列声束成形架构:趋势,挑战和研究机会

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Over the past decades, many systems composed of arrays of microphones have been developed to satisfy the quality demanded by acoustic applications. Such microphone arrays are sound acquisition systems composed of multiple microphones used to sample the sound field with spatial diversity. The relatively recent adoption of Field-Programmable Gate Arrays (FPGAs) to manage the audio data samples and to perform the signal processing operations such as filtering or beamforming has lead to customizable architectures able to satisfy the most demanding computational, power or performance acoustic applications. The presented work provides an overview of the current FPGA-based architectures and how FPGAs are exploited for different acoustic applications. Current trends on the use of this technology, pending challenges and open research opportunities on the use of FPGAs for acoustic applications using microphone arrays are presented and discussed.
机译:在过去的几十年中,已经开发了许多由麦克风阵列组成的系统,以满足声学应用所需的质量。这样的麦克风阵列是由多个麦克风组成的声音采集系统,该多个麦克风用于以空间分集对声场进行采样。相对较新的采用现场可编程门阵列(FPGA)来管理音频数据样本并执行信号处理操作(例如滤波或波束成形)已经导致可定制的体系结构能够满足最苛刻的计算,功率或性能声学应用。提出的工作概述了当前基于FPGA的架构以及如何将FPGA用于不同的声学应用。本文介绍并讨论了该技术的使用趋势,在使用麦克风阵列的声学应用中将FPGA应用于声学方面的挑战和开放的研究机会。

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