Evidence map›Paper›PMID 42356871›Full record

ArticleSensors (Basel, Switzerland)2026

MxArray: A Modular, Multiplexed, and Massive MEMS-Based Acoustic Array.

Ricardo Moreno, Jorge Ortigoso-Narro, Daniel de la Prida, Luis A Azpicueta-Ruiz, Borja Genovés Guzmán, Marco Raiola

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Ricardo MorenoDepartment of Aerospace Engineering, Universidad Carlos III de Madrid, 28911 Leganés, Spain.ORCID 0000-0001-9734-8860
Jorge Ortigoso-NarroDepartment of Electronic Technology, Universidad Carlos III de Madrid, 28911 Leganés, Spain.ORCID 0009-0009-6698-8916
Daniel de la PridaGrupo de Investigación en Acústica Arquitectónica, Universidad Politécnica de Madrid, 28040 Madrid, Spain.ORCID 0000-0002-4386-5544
Luis A Azpicueta-RuizDepartment of Signal Theory and Communications, Universidad Carlos III de Madrid, 28911 Leganés, Spain.ORCID 0000-0002-2458-0914
Borja Genovés GuzmánDepartment of Signal Theory and Communications, Universidad Carlos III de Madrid, 28911 Leganés, Spain.ORCID 0000-0002-6969-793X
Marco RaiolaDepartment of Aerospace Engineering, Universidad Carlos III de Madrid, 28911 Leganés, Spain.ORCID 0000-0003-2744-6347

Funding

Spanish Ministry of Science, Innovation and Universities TED2021-130909A-I00Spanish Ministry of Science, Innovation and Universities. RYC2023-042518-I
6 · The paper itself

Abstract

While state-of-the-art massive acoustic arrays typically rely on costly, specialized FPGA architectures or rigid proprietary hardware, there is a growing need for modular, high-density sensing in complex aeroacoustics environments. This paper presents the electronic and acoustic design of a multiplexed, modular, scalable, and low-cost massive acoustic array (MxArray) founded on an embedded Linux system. The AM3358 SoC microprocessor collects audio data through its multichannel audio peripheral, where it simultaneously receives four Time-Division Multiplexing streams of 16 microphones each. This multiplexed scheme enables the handling of 64 microphones per module, whose acquisition synchronization is set with the Precision Time Protocol and a pulse injection hardware. The combination of both BeagleBone Black and microphones based on Micro-Electro-Mechanical Systems yields a cost-effective solution with built-in Ethernet connectivity and accessible software development through an embedded Linux environment with audio libraries for hardware control. Sensors are arranged in an Underbrink Spiral pattern on a four-layer printed-circuit board. The perforated thin layout minimizes any airborne disturbance, exploiting a distribution that simultaneously achieves a low sidelobe level and a narrow main lobe when used with a beamforming algorithm. Measurement results for the developed module are presented, as well as an evaluation of a full-scale system comprising 16 modules (1024 microphones) arranged in a honeycomb pattern. The resulting instrument offers a practical and scalable solution for applications that require a large number of simultaneous microphone measurements, such as beamforming technology for aeroacoustics applications.

Indexed as

embedded systemmassive acoustic arrayMEMS microphone arraymultichannel audio serial porttime-division multiplexing

Identifiers

PMID42356871
PMCPMC13306461

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.