Loading…
Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles
In this paper, a MEMS microphone array system scheme is proposed which implements real-time direction of arrival (DOA) estimation for moving vehicles. Wind noise is the primary source of unwanted noise on microphones outdoors. A multiple signal classification (MUSIC) algorithm is used in this paper...
Saved in:
Published in: | Sensors (Basel, Switzerland) Switzerland), 2014-03, Vol.14 (3), p.4384-4398 |
---|---|
Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3 |
---|---|
cites | cdi_FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3 |
container_end_page | 4398 |
container_issue | 3 |
container_start_page | 4384 |
container_title | Sensors (Basel, Switzerland) |
container_volume | 14 |
creator | Zhang, Xin Huang, Jingchang Song, Enliang Liu, Huawei Li, Baoqing Yuan, Xiaobing |
description | In this paper, a MEMS microphone array system scheme is proposed which implements real-time direction of arrival (DOA) estimation for moving vehicles. Wind noise is the primary source of unwanted noise on microphones outdoors. A multiple signal classification (MUSIC) algorithm is used in this paper for direction finding associated with spatial coherence to discriminate between the wind noise and the acoustic signals of a vehicle. The method is implemented in a SHARC DSP processor and the real-time estimated DOA is uploaded through Bluetooth or a UART module. Experimental results in different places show the validity of the system and the deviation is no bigger than 6° in the presence of wind noise. |
doi_str_mv | 10.3390/s140304384 |
format | article |
fullrecord | <record><control><sourceid>proquest_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_afba14975d704ffb8cff4410bc337122</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><doaj_id>oai_doaj_org_article_afba14975d704ffb8cff4410bc337122</doaj_id><sourcerecordid>1620093732</sourcerecordid><originalsourceid>FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3</originalsourceid><addsrcrecordid>eNqNkk1v1DAQhiMEoqVw4QcgS1wQ0sJ47CT2BQmVQiu14gCcLccfu14l8WInK-2_x8uWfnBpT7bGjx-NPW9VvabwgTEJHzPlwIAzwZ9Ux5QjXwhEeHpnf1S9yHkNgIwx8bw6Qt4Aa1hzXKkvLoflSKInedB9T67Orn6QIZgUN6s4OqJT0juSd3lyQyY-JmJDcmYKcSQ-jDaMy_3lOE82xpTJELf70tatguldflk987rP7tX1elL9-nr28_R8cfn928Xp58uFaUBMC0vrVjcdNlKCacGBEVLWjdDa10iN9waxEK4zte8cIlrqfYdta6x3aC07qS4OXhv1Wm1SGHTaqaiD-luIaal0mvYtKe07Tblsa9sCLxZR9JxT6AxjLUUsrk8H12buBmeNG6ek-3vS-ydjWKll3CoOwCQXRfDuWpDi79nlSQ0hG9f3enRxzoo2EjnlgvNHoAggWcvwYbSGGrkUvC7o2__QdZzTWAZQqNIioBCyUO8PVBl2zsn5mydSUPtkqdtkFfjN3U-5Qf9Fif0BaMLJCg</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1539402889</pqid></control><display><type>article</type><title>Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles</title><source>Publicly Available Content Database</source><source>PubMed Central</source><creator>Zhang, Xin ; Huang, Jingchang ; Song, Enliang ; Liu, Huawei ; Li, Baoqing ; Yuan, Xiaobing</creator><creatorcontrib>Zhang, Xin ; Huang, Jingchang ; Song, Enliang ; Liu, Huawei ; Li, Baoqing ; Yuan, Xiaobing</creatorcontrib><description>In this paper, a MEMS microphone array system scheme is proposed which implements real-time direction of arrival (DOA) estimation for moving vehicles. Wind noise is the primary source of unwanted noise on microphones outdoors. A multiple signal classification (MUSIC) algorithm is used in this paper for direction finding associated with spatial coherence to discriminate between the wind noise and the acoustic signals of a vehicle. The method is implemented in a SHARC DSP processor and the real-time estimated DOA is uploaded through Bluetooth or a UART module. Experimental results in different places show the validity of the system and the deviation is no bigger than 6° in the presence of wind noise.</description><identifier>ISSN: 1424-8220</identifier><identifier>EISSN: 1424-8220</identifier><identifier>DOI: 10.3390/s140304384</identifier><identifier>PMID: 24603636</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Accuracy ; Acoustics ; Algorithms ; Arrays ; Computer Systems ; Design ; Direction finding ; Equipment Design ; MEMS microphone array ; Methods ; Micro-Electrical-Mechanical Systems - instrumentation ; Microphones ; Motor Vehicles ; Movement ; Musical performances ; Noise ; Outdoor ; Outdoors ; Real time ; Sensors ; Signal processing ; Signal Processing, Computer-Assisted ; small aperture arrays ; Software ; system design ; Systems design ; Time Factors ; UGS ; User-Computer Interface ; Vehicles</subject><ispartof>Sensors (Basel, Switzerland), 2014-03, Vol.14 (3), p.4384-4398</ispartof><rights>Copyright MDPI AG 2014</rights><rights>2014 by the authors; licensee MDPI, Basel, Switzerland 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3</citedby><cites>FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1539402889/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1539402889?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24603636$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Xin</creatorcontrib><creatorcontrib>Huang, Jingchang</creatorcontrib><creatorcontrib>Song, Enliang</creatorcontrib><creatorcontrib>Liu, Huawei</creatorcontrib><creatorcontrib>Li, Baoqing</creatorcontrib><creatorcontrib>Yuan, Xiaobing</creatorcontrib><title>Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles</title><title>Sensors (Basel, Switzerland)</title><addtitle>Sensors (Basel)</addtitle><description>In this paper, a MEMS microphone array system scheme is proposed which implements real-time direction of arrival (DOA) estimation for moving vehicles. Wind noise is the primary source of unwanted noise on microphones outdoors. A multiple signal classification (MUSIC) algorithm is used in this paper for direction finding associated with spatial coherence to discriminate between the wind noise and the acoustic signals of a vehicle. The method is implemented in a SHARC DSP processor and the real-time estimated DOA is uploaded through Bluetooth or a UART module. Experimental results in different places show the validity of the system and the deviation is no bigger than 6° in the presence of wind noise.</description><subject>Accuracy</subject><subject>Acoustics</subject><subject>Algorithms</subject><subject>Arrays</subject><subject>Computer Systems</subject><subject>Design</subject><subject>Direction finding</subject><subject>Equipment Design</subject><subject>MEMS microphone array</subject><subject>Methods</subject><subject>Micro-Electrical-Mechanical Systems - instrumentation</subject><subject>Microphones</subject><subject>Motor Vehicles</subject><subject>Movement</subject><subject>Musical performances</subject><subject>Noise</subject><subject>Outdoor</subject><subject>Outdoors</subject><subject>Real time</subject><subject>Sensors</subject><subject>Signal processing</subject><subject>Signal Processing, Computer-Assisted</subject><subject>small aperture arrays</subject><subject>Software</subject><subject>system design</subject><subject>Systems design</subject><subject>Time Factors</subject><subject>UGS</subject><subject>User-Computer Interface</subject><subject>Vehicles</subject><issn>1424-8220</issn><issn>1424-8220</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNkk1v1DAQhiMEoqVw4QcgS1wQ0sJ47CT2BQmVQiu14gCcLccfu14l8WInK-2_x8uWfnBpT7bGjx-NPW9VvabwgTEJHzPlwIAzwZ9Ux5QjXwhEeHpnf1S9yHkNgIwx8bw6Qt4Aa1hzXKkvLoflSKInedB9T67Orn6QIZgUN6s4OqJT0juSd3lyQyY-JmJDcmYKcSQ-jDaMy_3lOE82xpTJELf70tatguldflk987rP7tX1elL9-nr28_R8cfn928Xp58uFaUBMC0vrVjcdNlKCacGBEVLWjdDa10iN9waxEK4zte8cIlrqfYdta6x3aC07qS4OXhv1Wm1SGHTaqaiD-luIaal0mvYtKe07Tblsa9sCLxZR9JxT6AxjLUUsrk8H12buBmeNG6ek-3vS-ydjWKll3CoOwCQXRfDuWpDi79nlSQ0hG9f3enRxzoo2EjnlgvNHoAggWcvwYbSGGrkUvC7o2__QdZzTWAZQqNIioBCyUO8PVBl2zsn5mydSUPtkqdtkFfjN3U-5Qf9Fif0BaMLJCg</recordid><startdate>20140305</startdate><enddate>20140305</enddate><creator>Zhang, Xin</creator><creator>Huang, Jingchang</creator><creator>Song, Enliang</creator><creator>Liu, Huawei</creator><creator>Li, Baoqing</creator><creator>Yuan, Xiaobing</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>7SP</scope><scope>7TB</scope><scope>7U5</scope><scope>8FD</scope><scope>FR3</scope><scope>L7M</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20140305</creationdate><title>Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles</title><author>Zhang, Xin ; Huang, Jingchang ; Song, Enliang ; Liu, Huawei ; Li, Baoqing ; Yuan, Xiaobing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Accuracy</topic><topic>Acoustics</topic><topic>Algorithms</topic><topic>Arrays</topic><topic>Computer Systems</topic><topic>Design</topic><topic>Direction finding</topic><topic>Equipment Design</topic><topic>MEMS microphone array</topic><topic>Methods</topic><topic>Micro-Electrical-Mechanical Systems - instrumentation</topic><topic>Microphones</topic><topic>Motor Vehicles</topic><topic>Movement</topic><topic>Musical performances</topic><topic>Noise</topic><topic>Outdoor</topic><topic>Outdoors</topic><topic>Real time</topic><topic>Sensors</topic><topic>Signal processing</topic><topic>Signal Processing, Computer-Assisted</topic><topic>small aperture arrays</topic><topic>Software</topic><topic>system design</topic><topic>Systems design</topic><topic>Time Factors</topic><topic>UGS</topic><topic>User-Computer Interface</topic><topic>Vehicles</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Xin</creatorcontrib><creatorcontrib>Huang, Jingchang</creatorcontrib><creatorcontrib>Song, Enliang</creatorcontrib><creatorcontrib>Liu, Huawei</creatorcontrib><creatorcontrib>Li, Baoqing</creatorcontrib><creatorcontrib>Yuan, Xiaobing</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>Electronics & Communications Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Sensors (Basel, Switzerland)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Xin</au><au>Huang, Jingchang</au><au>Song, Enliang</au><au>Liu, Huawei</au><au>Li, Baoqing</au><au>Yuan, Xiaobing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles</atitle><jtitle>Sensors (Basel, Switzerland)</jtitle><addtitle>Sensors (Basel)</addtitle><date>2014-03-05</date><risdate>2014</risdate><volume>14</volume><issue>3</issue><spage>4384</spage><epage>4398</epage><pages>4384-4398</pages><issn>1424-8220</issn><eissn>1424-8220</eissn><abstract>In this paper, a MEMS microphone array system scheme is proposed which implements real-time direction of arrival (DOA) estimation for moving vehicles. Wind noise is the primary source of unwanted noise on microphones outdoors. A multiple signal classification (MUSIC) algorithm is used in this paper for direction finding associated with spatial coherence to discriminate between the wind noise and the acoustic signals of a vehicle. The method is implemented in a SHARC DSP processor and the real-time estimated DOA is uploaded through Bluetooth or a UART module. Experimental results in different places show the validity of the system and the deviation is no bigger than 6° in the presence of wind noise.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>24603636</pmid><doi>10.3390/s140304384</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1424-8220 |
ispartof | Sensors (Basel, Switzerland), 2014-03, Vol.14 (3), p.4384-4398 |
issn | 1424-8220 1424-8220 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_afba14975d704ffb8cff4410bc337122 |
source | Publicly Available Content Database; PubMed Central |
subjects | Accuracy Acoustics Algorithms Arrays Computer Systems Design Direction finding Equipment Design MEMS microphone array Methods Micro-Electrical-Mechanical Systems - instrumentation Microphones Motor Vehicles Movement Musical performances Noise Outdoor Outdoors Real time Sensors Signal processing Signal Processing, Computer-Assisted small aperture arrays Software system design Systems design Time Factors UGS User-Computer Interface Vehicles |
title | Design of small MEMS microphone array systems for direction finding of outdoors moving vehicles |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-06T20%3A04%3A46IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Design%20of%20small%20MEMS%20microphone%20array%20systems%20for%20direction%20finding%20of%20outdoors%20moving%20vehicles&rft.jtitle=Sensors%20(Basel,%20Switzerland)&rft.au=Zhang,%20Xin&rft.date=2014-03-05&rft.volume=14&rft.issue=3&rft.spage=4384&rft.epage=4398&rft.pages=4384-4398&rft.issn=1424-8220&rft.eissn=1424-8220&rft_id=info:doi/10.3390/s140304384&rft_dat=%3Cproquest_doaj_%3E1620093732%3C/proquest_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c608t-d157a6b26990c70e0c899568aaf521cffc2257aebc5fbe222d1ffb277cdfe2dd3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1539402889&rft_id=info:pmid/24603636&rfr_iscdi=true |