Full-Digital Microphone Meta-Arrays for Consumer Electronics

Microphone arrays of various sizes and shapes are widely employed in consumer electronics devices such as smart speakers, speakerphones, smart TVs, smartphones, PCs, and headphones. Therefore, the possibility of creating arrays of arrays (i.e., meta-arrays), by easily connecting several smaller units, is particularly interesting: it allows for different shapes, with an increased number of microphones and improved performance, while keeping costs low. In this paper, full-digital microphone meta-arrays are presented: they are constituted by an arrangement of several triangular units, each featuring four digital Micro Electro-Mechanical Systems (MEMS) capsules connected in daisy-chain through the Automotive Audio Bus (A $^{\mathrm{ 2}}\text{B}$ ). Two prototypes have been built: a planar meta-array made of seven triangles (28 capsules) and a 3-dimensional meta-array with 14 triangles (56 capsules). Numerical simulations were carried out and compared against experimental measurements performed on the prototypes, showing an excellent matching. Finally, the 3-dimensional meta-array was compared with a spherical microphone array widely considered the state-of-the-art equipment in the last decade, demonstrating its potential in telecommunication applications.

[1]  M. Vanali,et al.  Low-cost Structural Health Monitoring System for Smart Buildings , 2022, 2022 Second International Conference on Sustainable Mobility Applications, Renewables and Technology (SMART).

[2]  M. Binelli,et al.  An Innovative Architecture of Full-Digital Microphone Arrays Over A²B Network for Consumer Electronics , 2022, IEEE Transactions on Consumer Electronics.

[3]  A. Farina,et al.  Low Frequency Simulations for Ambisonics Auralization of a Car Sound System , 2021, 2021 Immersive and 3D Audio: from Architecture to Automotive (I3DA).

[4]  D. Pinardi A Human Head Shaped Array of Microphones and Cameras for Automotive Applications , 2021, 2021 Immersive and 3D Audio: from Architecture to Automotive (I3DA).

[5]  D. Pinardi Spherical t-Design for Characterizing the Spatial Response of Microphone Arrays , 2021, 2021 Immersive and 3D Audio: from Architecture to Automotive (I3DA).

[6]  L. Tronchin,et al.  A Modular, Low Latency, A2B-based Architecture for Distributed Multichannel Full-Digital Audio Systems , 2021, 2021 Immersive and 3D Audio: from Architecture to Automotive (I3DA).

[7]  A. Farina,et al.  Metrics for Evaluating the Spatial Accuracy of Microphone Arrays , 2021, 2021 Immersive and 3D Audio: from Architecture to Automotive (I3DA).

[8]  Cesar A. Azurdia-Meza,et al.  Three-dimensional sound source localization by distributed microphone arrays , 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

[9]  Marco Binelli,et al.  Direction Specific Analysis of Psychoacoustics Parameters inside Car Cockpit: A Novel Tool for NVH and Sound Quality , 2020, SAE Technical Paper Series.

[10]  Manabu Okamoto,et al.  Speech Enhancement Parameter Adjustment to Maximize Accuracy of Automatic Speech Recognition , 2020, IEEE Transactions on Consumer Electronics.

[11]  Jordan Cheer,et al.  Design and Implementation of an Active Noise Control Headphone With Directional Hear-Through Capability , 2020, IEEE Transactions on Consumer Electronics.

[12]  Archontis Politis,et al.  Applications of Spatially Localized Active-Intensity Vectors for Sound-Field visualization , 2019, Journal of the Audio Engineering Society.

[13]  Tapio Lokki,et al.  Modular design for spherical microphone arrays , 2018 .

[14]  Jungpyo Hong,et al.  Stereophonic Acoustic Echo Suppression for Speech Interfaces for Intelligent TV Applications , 2018, IEEE Transactions on Consumer Electronics.

[15]  Angelo Farina,et al.  Real-Time Conversion of Sensor Array Signals into Spherical Harmonic Signals with Applications to Spatially Localized Sub-Band Sound-Field Analysis , 2018 .

[16]  Linus Michaeli,et al.  Beamforming with small diameter microphone array , 2018, 2018 28th International Conference Radioelektronika (RADIOELEKTRONIKA).

[17]  Jan Steckel,et al.  Low-cost one-bit MEMS microphone arrays for in-air acoustic imaging using FPGA's , 2017, 2017 IEEE SENSORS.

[18]  Bryan M. Wong,et al.  Real-Time Quantum Dynamics of Long-Range Electronic Excitation Transfer in Plasmonic Nanoantennas. , 2017, Journal of chemical theory and computation.

[19]  Tibor Tarnai,et al.  The Roundest Polyhedra with Symmetry Constraints , 2017, Symmetry.

[20]  Cheng-Yuan Chang,et al.  Listening in a Noisy Environment: Integration of active noise control in audio products , 2016, IEEE Consumer Electronics Magazine.

[21]  Thyagaraju Damarla,et al.  Detection of gunshots using microphone array mounted on a moving platform , 2015, 2015 IEEE SENSORS.

[22]  Maximo Cobos,et al.  A General Purpose Modular Microphone Array for Spatial Audio Acquisition , 2015 .

[23]  Petros Maragos,et al.  Multichannel speech enhancement using MEMS microphones , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[24]  Hong Kook Kim,et al.  Multi-channel audio recording based on superdirective beamforming for portable multimedia recording devices , 2014, IEEE Transactions on Consumer Electronics.

[25]  Richard Heusdens,et al.  On near-field beamforming with smartphone-based ad-hoc microphone arrays , 2014, 2014 14th International Workshop on Acoustic Signal Enhancement (IWAENC).

[26]  Angelo Farina,et al.  SPATIAL SOUND RECORDING WITH DENSE MICROPHONE ARRAYS , 2014 .

[27]  Manuel Rosa-Zurera,et al.  FPGA-based real-time acoustic camera using pdm mems microphones with a custom demodulation filter , 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM).

[28]  Minsoo Hahn,et al.  Wiener filter-based echo suppression and beamforming for intelligent TV interface , 2013, IEEE Transactions on Consumer Electronics.

[29]  Francesco Martellotta,et al.  Optimizing stepwise rotation of dodecahedron sound source to improve the accuracy of room acoustic measures. , 2013, The Journal of the Acoustical Society of America.

[30]  Angelo Farina,et al.  A Spherical Microphone Array for Synthesizing Virtual Directive Microphones in Live Broadcasting and in Post Production , 2010 .

[31]  Erdal Oruklu,et al.  Scalable acoustic imaging platform using MEMS array , 2010, 2010 IEEE International Conference on Electro/Information Technology.

[32]  Jacob Benesty,et al.  On Spatial Aliasing in Microphone Arrays , 2009, IEEE Transactions on Signal Processing.

[33]  Yusuke Hioka,et al.  A display-mounted high-quality stereo microphone array for high-definition videophone system , 2008, IEEE Transactions on Consumer Electronics.

[34]  Jukka Ahonen,et al.  Planar Microphone Array Processing for the Analysis and Reproduction of Spatial Audio Using Directional Audio Coding , 2008 .

[35]  J. Svacina,et al.  Virtual Anechoic Room An Useful Tool for EMI Pre-Compliance Testing , 2007, 2007 17th International Conference Radioelektronika.

[36]  Tapio Lokki,et al.  Teleconference Application and B-Format Microphone Array for Directional Audio Coding , 2007 .

[37]  Louette R. Johnson Lutjens Research , 2006 .

[38]  Bradford N. Gover,et al.  Designing a Spherical Microphone Array for the Directional Analysis of Reflections and Reverberation , 2003 .

[39]  Gary W. Elko,et al.  A highly scalable spherical microphone array based on an orthonormal decomposition of the soundfield , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[40]  Ming Zhang,et al.  A robust speech detection algorithm in a microphone array teleconferencing system , 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

[41]  Angelo Farina,et al.  Simultaneous Measurement of Impulse Response and Distortion with a Swept-Sine Technique , 2000 .

[42]  Philip A. Nelson,et al.  Inverse Filter of Sound Reproduction Systems Using Regularization , 1997 .

[43]  R. H. Hardin,et al.  McLaren’s improved snub cube and other new spherical designs in three dimensions , 1996, Discret. Comput. Geom..

[44]  Ole Kirkeby,et al.  Inverse Filtering in Sound Reproduction , 1993 .

[45]  廷冕 李,et al.  応用 (Application) について , 1981 .

[46]  A. Toscani,et al.  Transducer Arrays Over A²B Networks in Industrial and Automotive Applications: Clock Propagation Measurements , 2021, IEEE Access.

[47]  Masahiro Fukui,et al.  Hands-free audio conferencing unit with low-complexity dereverberation , 2015, 2015 IEEE International Conference on Consumer Electronics (ICCE).

[48]  J. Boyd,et al.  A thermodynamic field theory for anodic bonding of micro electro-mechanical systems (MEMS) , 2000 .

[49]  Michael A. Gerzon,et al.  Ambisonics. Part two: Studio techniques , 1975 .