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

被引:13
作者
da Silva, Bruno [1 ,2 ,3 ]
Braeken, An [1 ]
Touhafi, Abdellah [1 ,2 ]
机构
[1] Vrije Univ Brussel, Dept Ind Sci INDI, B-1050 Brussels, Belgium
[2] Vrije Univ Brussel, Dept Elect & Informat ETRO, B-1050 Brussels, Belgium
[3] Ghent Univ UGent, Dept Elect & Informat Syst ELIS, B-9052 Ghent, Belgium
关键词
FPGA; architectures; acoustics; microphone array; beamforming;
D O I
10.3390/computers7030041
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页数:29
相关论文
共 114 条
[1]  
Abdel-Majeed A, 2013, P IEEE GREN C, P1
[2]   The Assessment of Stent Effectiveness Using a Wearable Beamforming MEMS Microphone Array System [J].
Akay, Metin ;
Dragomir, Andrei ;
Akay, Yasemin M. ;
Chen, Feihua ;
Post, Allison ;
Jneid, Hani ;
Paniagua, David ;
Denktas, Al, I ;
Bozkurt, Biykem .
IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE, 2016, 4 :1-10
[3]  
Aleksi I., 2010, 2010 33rd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), P656
[4]  
[Anonymous], ACOUSTIC SCENE RECOG
[5]  
[Anonymous], ALT FPGA SDK OPENCL
[6]  
[Anonymous], AN DIG MICR ST MICR
[7]  
Betkaoui B., 2010, Proceedings 2010 International Conference on Field-Programmable Technology (FPT 2010), P94, DOI 10.1109/FPT.2010.5681761
[8]  
Bezzam E, 2017, INT CONF ACOUST SPEE, P6591, DOI 10.1109/ICASSP.2017.8005297
[9]   Coherence based dual microphone speech enhancement technique using FPGA [J].
Biswas, Tanmay ;
Mandal, Sudhindu Bikash ;
Saha, Debasri ;
Chakrabarti, Amlan .
MICROPROCESSORS AND MICROSYSTEMS, 2017, 55 :111-118
[10]   Acoustic monitoring in terrestrial environments using microphone arrays: applications, technological considerations and prospectus [J].
Blumstein, Daniel T. ;
Mennill, Daniel J. ;
Clemins, Patrick ;
Girod, Lewis ;
Yao, Kung ;
Patricelli, Gail ;
Deppe, Jill L. ;
Krakauer, Alan H. ;
Clark, Christopher ;
Cortopassi, Kathryn A. ;
Hanser, Sean F. ;
McCowan, Brenda ;
Ali, Andreas M. ;
Kirschel, Alexander N. G. .
JOURNAL OF APPLIED ECOLOGY, 2011, 48 (03) :758-767