Hardware-Accelerated Real-Time FIR Filtering for Audio Applications Using FPGAs

Chenmu Ji;Weibei Fan
{"title":"Hardware-Accelerated Real-Time FIR Filtering for Audio Applications Using FPGAs","authors":"Chenmu Ji;Weibei Fan","doi":"10.23919/ICN.2025.0017","DOIUrl":null,"url":null,"abstract":"Real-time digital audio processing plays a crucial role in modern electronic systems, such as mobile devices, communication platforms, and multimedia applications. However, ensuring high-performance, low-latency processing under hardware constraints remains a significant challenge, particularly when integrating audio codec chips with FPGA platforms. This paper presents the design and implementation of a real-time digital audio processing system using field-programmable gate array (FPGA) technology and the WM8731 audio codec. Firstly, a robust Inter-Integrated Circuit (I<sup>2</sup>C) interface is developed to configure the WM8731 codec, ensuring accurate initialization and stable operation. Secondly, a serial-to-parallel adaptor (s2p_adaptor) is designed to convert inter-IC sound (I<sup>2</sup>S) serial audio data into parallel format for digital processing, synchronized with bit and frame clocks. Finally, an 8-tap finite impulse response (FIR) filter is implemented using very high speed integrated circuit (VHSIC) hardware description language (VHDL) to enhance audio quality by suppressing high-frequency noise. All modules are synthesized in Quartus II and verified through ModelSim simulations and practical testing on an Altera DE1 development board. Timing diagrams based on the WM8731 datasheet and internal clock signals ensure precise synchronization. Experimental results demonstrate the effectiveness of the system, while final analysis highlights areas for further optimization and future improvements. Beyond audio applications, the proposed architecture is also adaptable to other real-time signal processing tasks, such as biomedical monitoring, radar front-end filtering, and image preprocessing. This extensibility enhances the system's relevance in broader embedded and communication contexts.","PeriodicalId":100681,"journal":{"name":"Intelligent and Converged Networks","volume":"6 3","pages":"209-222"},"PeriodicalIF":0.0000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11184477","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Intelligent and Converged Networks","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/11184477/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Real-time digital audio processing plays a crucial role in modern electronic systems, such as mobile devices, communication platforms, and multimedia applications. However, ensuring high-performance, low-latency processing under hardware constraints remains a significant challenge, particularly when integrating audio codec chips with FPGA platforms. This paper presents the design and implementation of a real-time digital audio processing system using field-programmable gate array (FPGA) technology and the WM8731 audio codec. Firstly, a robust Inter-Integrated Circuit (I2C) interface is developed to configure the WM8731 codec, ensuring accurate initialization and stable operation. Secondly, a serial-to-parallel adaptor (s2p_adaptor) is designed to convert inter-IC sound (I2S) serial audio data into parallel format for digital processing, synchronized with bit and frame clocks. Finally, an 8-tap finite impulse response (FIR) filter is implemented using very high speed integrated circuit (VHSIC) hardware description language (VHDL) to enhance audio quality by suppressing high-frequency noise. All modules are synthesized in Quartus II and verified through ModelSim simulations and practical testing on an Altera DE1 development board. Timing diagrams based on the WM8731 datasheet and internal clock signals ensure precise synchronization. Experimental results demonstrate the effectiveness of the system, while final analysis highlights areas for further optimization and future improvements. Beyond audio applications, the proposed architecture is also adaptable to other real-time signal processing tasks, such as biomedical monitoring, radar front-end filtering, and image preprocessing. This extensibility enhances the system's relevance in broader embedded and communication contexts.
使用fpga的音频应用硬件加速实时FIR滤波
实时数字音频处理在现代电子系统中起着至关重要的作用,如移动设备、通信平台和多媒体应用。然而,在硬件限制下确保高性能、低延迟处理仍然是一个重大挑战,特别是在将音频编解码器芯片与FPGA平台集成时。本文介绍了一种采用现场可编程门阵列(FPGA)技术和WM8731音频编解码器的实时数字音频处理系统的设计与实现。首先,开发了一个鲁棒的I2C接口来配置WM8731编解码器,保证了WM8731编解码器的精确初始化和稳定运行。其次,设计了一个串行到并行适配器(s2p_adaptor),将ic间声音(I2S)串行音频数据转换为并行格式进行数字处理,与位时钟和帧时钟同步。最后,利用超高速集成电路(VHSIC)硬件描述语言(VHDL)实现了一个8抽头有限脉冲响应(FIR)滤波器,通过抑制高频噪声来提高音频质量。所有模块都在Quartus II中合成,并通过ModelSim模拟和Altera DE1开发板上的实际测试进行验证。基于WM8731数据表和内部时钟信号的时序图确保精确同步。实验结果证明了该系统的有效性,最后分析了需要进一步优化和改进的地方。除了音频应用,所提出的架构也适用于其他实时信号处理任务,如生物医学监测、雷达前端滤波和图像预处理。这种可扩展性增强了系统在更广泛的嵌入式和通信上下文中的相关性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书