Parallel Architecture of Reconfigurable Hardware for Massive Output Active Noise Control

Author:

Mendez Diego1ORCID,Arevalo David1,Patino Diego1,Gerlein Eduardo1,Quintana Ricardo1

Affiliation:

1. Electronics Engineering Department, School of Engineering, Pontificia Universidad Javeriana, Cra 7 40-62, Bogotá D.C., 110231, Colombia

Abstract

Filtered-x Least Mean Squares (FxLMS) is an algorithm commonly used for Active Noise Control (ANC) systems in order to cancel undesired acoustic waves from a sound source. There is a small number of hardware designs reported in the literature, that in turn only use one reference signal, one error signal and one output control signal. In this paper, it is proposed a 3-dimensional hardware-based version of the widely used FxLMS algorithm, using one reference microphone, 18 error microphones, one output and a FIR filter of 400[Formula: see text] order. The FxLMS algorithm was implemented in a Xilinx Artix 7 FPGA running at 25 MHz, which allowed to update the filter coefficients in 32.44[Formula: see text] s. The main idea behind this work is to propose a pipelined parallelized architecture to achieve processing times faster than real time for the filter coefficients update. The main contribution of this work is not the ANC technique itself, but rather the proposed hardware implementation that utilizes integer arithmetic, which provided an acceptable error when benchmarked with a software implementation. This parallel system allows a scalable implementation as an advantage of using FPGA without compromising the computational cost and, consequently, the latency.

Funder

Pontificia Universidad Javeriana

Publisher

World Scientific Pub Co Pte Lt

Subject

Hardware and Architecture,Theoretical Computer Science,Software

Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Hardware accelerated Active Noise Cancellation system using Haar wavelets;Microprocessors and Microsystems;2024-06

2. FPGA Design and Implementation of Improved DFxLMS Algorithm for Compressor Noise Cancellation System;Circuits, Systems, and Signal Processing;2023-12-16

3. Structure design of fine-grained two-parallel Systolic FxLMS filter based on FPGA;Microprocessors and Microsystems;2022-09

4. A Flexible Multi-Channel Feedback FxLMS Architecture for FPGA Platforms;2021 31st International Conference on Field-Programmable Logic and Applications (FPL);2021-08

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