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DTIC ADA459089: Acoustic Communication With Small UUVs Using a Hull-Mounted Conformal Array PDF

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Acoustic Communication with Small UUVs Using a Hull-Mounted Conformal Array Lee Freitag,MatthewGrund,JoskoCatipovic ,DanielNagle ,BrianPazol andJamesGlynn y y z z WoodsHoleOceanographicInstitution,WoodsHole,MA02543 NavalUnderseaWarfareCenter,Newport,RI02841 y MaterialsSystemsIncorporated,Littleton,MA01460 z Abstract—Anewconformalarraydesignedtoenhanceacousticcom- rectly to the pressure vessel. Recent advances in transducer munication on small unmanned underwater vehicles (UUVs) is pre- technology have made it feasible to consider this approach sented.Thearrayisintendedtoimprovethereliabilityandrateofacous- on vehicles such as REMUS that have an outer diameter of ticcommunicationtoUUVsunderconditionsofmultipath,multiuserin- terference,broadbandornarrowbandjammingandlowsignal-to-noise only20cm. Theconformalarrayisfabricatedfromapiezo- ratio. Thearrayelements areconstructed fromapiezocomposite ma- composite material that can be bonded to the hull and then terialthatcanbeinjectionmoldedtonearlyanyshape,includinginto encapsulatedwithadurablepottingcompound.Thevehicle’s curves that match the hull radius of the vehicle. The array is encap- hullisboththestructuralbackboneofthearrayaswellasan sulatedintoalow-profileassembly0.02mthickandbondeddirectlyto thehullofaREMUSvehicle.Thefrequencyresponseandbeampatterns air-filled volume that increases the front-to-backratio of the weremeasuredtodeterminethecharacteristicsofthecompletedarrays. arrayatnoadditionalcostinmaterialweight. Thearraywasdeployedforinitialtrialsinbothhorizontalandvertical Theperformanceof a prototypeconformalarrayis exam- orientations in shallow water. The performance of thearray for both singleandmultiuserphase-coherentcommunicationispresented. inedduringa test whereit is heldfixedanda mobilesource changesrangeandbearingtothearray. Whilethearraywas designedtobe usedhorizontally,it is instructivetocompare I. INTRODUCTION the performanceofboth horizontalandverticalorientations. Reliable command and control of small underwater vehi- Thisrevealssomeofthetrade-offsassociatedwitharrayde- clesisanessentialpartofsingleandmulti-vehicleoperations signforsmallUUVsandprovidessomeinsightintotheper- in civilian and military applications. The downlink to the formanceofsmallarraysforacousticcommunicationsingen- vehicle is just as important as the uplink to a surface ship, eral. subsurfacenodeorbuoy,butcanbethemostdifficulttoim- The paper is organizedas follows. In Section II the con- plement reliably. Vehicle self-noise and limited space for formalarray,includingthematerialstechnology,arraydesign transducersarethemostcommonproblemsencounteredwhen and tank testing are presented. Section III has results from integratingacousticcommunicationsystems intounderwater in-water testing in both single and multiuser modes, as well vehicles[1]. Carefuldesignofthepropulsionsystemcanre- asdifferentorientations.SectionIVincludesconclusionsand ducetheimpact its noise mayhaveonacousticcommunica- areasoffuturework. tions,butitisalwaysachallengetoincorporateamultichan- nelacousticarrayintothedesignofatypicalsmallvehicle. II. PIEZOCOMPOSITE CERAMIC ARRAYS However,thereisconsiderablebenefittouseofanarrayas The arrayelements incorporatea 1-3piezocompositema- a communicationsreceiver. Noise and interferencefrom bi- terialwhichisbuiltintoanacousticstackthatisattacheddi- ological or man-made sources limit the SNR available from rectlytothehullofaREMUSvehicle. Thedesigntakesthe asingletransducer,andinmulti-usersituationstheremaybe physicalpropertiesoftheair-backed,thin-wallaluminumhull manysignalspresentsimultaneouslywhichcreatedirectional into account, and uses it to enhance sensitivity and increase interference.Whileamulti-channelarrayisknowntoincrease thefront-to-backratio.The1-3piezocompositematerialcon- thereliabilityofanacousticcommunicationlink[2],thelim- sists of an array of small piezoelectricceramic rods that are itedspaceaboardsmallvehiclesforarraysinthe10-30kHz moldedusinganinjectionprocessthatissimilartothatused rangehas preventedtheir usefrombecomingcommonplace. intheplastics industry. Theprocessincludesmixingthece- However,previouswork on21-inchvehicleshas shownthat ramic powder with a binder, heating the mixture and inject- phase-coherentcommunicationusingmultichannelarrayscan ing it into a cold mold, a low temperature firing to remove beaccomplishedonUUVs[3]. thebinder,andthendensification(sintering)andpolarization. Small vehicles provide considerable incentive to consider Therodsareembeddedinapolymermatrixandmachinedto novel approaches to array integration. Not only is space the desired final thickness. Both hardand soft matrix mate- aboardsmallUUVsatapremium,butminimizingbothweight rials can be used depending upon the application. The soft and drag is very importantif the primarymission of a vehi- matrix provides the best receive sensitivity, typically 10 dB cle is not to becompromised. The approachto arraydesign over the equivalent ceramic, but operates only to moderate describedinthispaperistobondtheindividualelementsdi- depths. Hard matrixmaterials are usable to pressures above 1000psiandhave5dBbettersensitivitythansolidceramic. This work was supported by the Naval Undersea Warfare Center, Division Newport.Emailcontact:[email protected]. Hardmatrixmaterialshavetheaddedadvantagethattheycan MTS0-933957-28-9 1 Report Documentation Page Form Approved OMB No. 0704-0188 Public reporting burden for the collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing and reviewing the collection of information. Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden, to Washington Headquarters Services, Directorate for Information Operations and Reports, 1215 Jefferson Davis Highway, Suite 1204, Arlington VA 22202-4302. Respondents should be aware that notwithstanding any other provision of law, no person shall be subject to a penalty for failing to comply with a collection of information if it does not display a currently valid OMB control number. 1. REPORT DATE 3. DATES COVERED 2001 2. REPORT TYPE 00-00-2001 to 00-00-2001 4. TITLE AND SUBTITLE 5a. CONTRACT NUMBER Acoustic Communication with Small UUVs Using a Hull-Mounted 5b. GRANT NUMBER Conformal Array 5c. PROGRAM ELEMENT NUMBER 6. AUTHOR(S) 5d. PROJECT NUMBER 5e. TASK NUMBER 5f. WORK UNIT NUMBER 7. PERFORMING ORGANIZATION NAME(S) AND ADDRESS(ES) 8. PERFORMING ORGANIZATION Naval Undersea Warfare Center,Newport,RI,02841 REPORT NUMBER 9. SPONSORING/MONITORING AGENCY NAME(S) AND ADDRESS(ES) 10. SPONSOR/MONITOR’S ACRONYM(S) 11. SPONSOR/MONITOR’S REPORT NUMBER(S) 12. DISTRIBUTION/AVAILABILITY STATEMENT Approved for public release; distribution unlimited 13. SUPPLEMENTARY NOTES The original document contains color images. 14. ABSTRACT 15. SUBJECT TERMS 16. SECURITY CLASSIFICATION OF: 17. LIMITATION OF 18. NUMBER 19a. NAME OF ABSTRACT OF PAGES RESPONSIBLE PERSON a. REPORT b. ABSTRACT c. THIS PAGE 6 unclassified unclassified unclassified Standard Form 298 (Rev. 8-98) Prescribed by ANSI Std Z39-18 be conformed to shapes such as cylinders or spheres. Ad- Parameter Specification ditional advantagesof the injectionmoldingprocess include Elementwidth 31mm better element to element uniformityand lower cost in high Elementheight 62mm volume. Elementthickness 13mm Encapsulationthickness 22mm A. ArrayDesign Weight(air) 2.5Kg(perpair) Weight(water) 1.2Kg(perpair) ThearraysdesignedfortheREMUSvehiclewereintended Overalllength 500mm tosupportmultiplefrequencybandsasrequiredfordifferent Overallheight 150mm applications. These applications include compatibility with acousticcommunicationsystemsthatusethe7-11kHzband TABLEI (UQC), the 10-20 kHz band, and for certain systems, 20-30 CONFORMALARRAYPHYSICALSPECIFICATIONS. kHz. While near-termapplicationswill just use onebandat atime,inthefuture,avehiclemayneedtomonitormultiple bands in an acoustic network. Future systems may also use verybroadbandwidth(10kHzorgreater)formultiusercom- municationortominimizetheprobabilityofdetection. Thus thebandwidthgoalforthereceiverwas10-40kHz. Thesizeoftheelementswasselectedtoprovide ver- (cid:6)33Æ ticalbeamwidthat20kHz. However,thisselectionisclearly a compromisebecausethe operatingfrequencyspans sucha wide range. At 20-30kHz this offers goodperformancefor shalloworveryshallowwaterwherethedepthistypically3- 20mandtherangeis500-2000m. Almostalloftheenergy is received at shallow angles and the directivity of the array improvesitsresponseandthustheSNR.Inthe10kHzband theverticalbeamwidthisdoubled,butbecausethisfrequency is likely to be used for longer-rangecommunicationin deep water,thebroaderangleisactuallyanadvantage. Thedesigngoalforthehorizontalbeampatternwas toget as close to as possible. Achieving this is difficult be- (cid:6)90Æ causethetubeislongerthanthearray.Thisproducesshading that narrows the beampattern as discussed in the calibration sectionbelow. The array elements used in the transducer arrays were shapedtomatchtheradiusofcurvatureoftheREMUShullto makethemlow-profileandhydrodynamic.Flatelementswith thesamebeampatternwouldbemuchthickerandincreasethe dragofthevehicle. Theelementsare bondeddirectlyto the aluminum tube and the signal from each element is brought inside on a twisted, shielded pair using a feedthroughin the hull.Thusnoadditionalwetconnectorsarerequired. The conformalarray priorto final encapsulationis shown in the top panel of Fig. 1. The pre-amplifier electronics are abovethearray,andanoptionalside-scantransducerisatthe bottom. ThelowerpanelofFig.1showsthecompletedunit. The encapsulation is approximately 2 cm thick and the for- wardandrearedgesareshapedtominimizeddrag.Thephys- icalspecificationsforthearrayaresummarizedinTableI. Fig.1. ConformalarraysfabricatedfortheNUWCREMUSvehiclebyMate- rialsSystemsIncorporated. Top:8elementcommunicationsarray,side- scantransducer andpre-amplifierspriortoencapsulation. Bottom: the B. CalibrationResults completedassembly. The arrays were calibrated in a test facility operated by veryrepeatableandthroughoutmostofthebandthechannel- Code8211attheNavalUnderseaWarfareCenterinNewport, to-channelmatchingis 3 dBorbetter. Channels1 and8 are RI.Theobjectivesofthetestsweretoconfirmthedesigngoals different from the other group by 1-3 dB in the 15-30 kHz andcharacterizeboththebeampatternandreceiveresponse. regionbutareotherwiseverysimilar. Thisdifferencemaybe Thereceiveresponsefrom10kHzto40kHzforoneofthe due in partto edgeeffects at the two ends of the array. The arrays is shown in Fig. 2. The response for channels 2-7 is roll-offat 40kHzincludesthelow-passresponseofthepre- 2 Frequency Response for Channels 1−4 inphysicalconstruction. −155 III. RESULTS −160 The arrays were tested by placing them on a fixed under- Pa) water platformat the NUWC GouldIsland test range. They µ e wereinterfacedtoamulti-channeldataacquisitionsystemthat dB r−165 performedrealtimedetection,demodulationandarchivingfor p. ( off-lineanalysis.Thetestswereperformedwiththearrayori- s Ch 1 e R ented both horizontally and vertically. −170 The primary acoustic communications signals of interest arebroadband(greaterthan5kHz)PSK.Whiletheencoding −175 andconstellationdensitymayvaryinthefinalapplication,itis 10 15 20 25 30 35 40 instructivetoexaminetheperformanceofa5000symbolper second,rate1/7block-encodedQPSKsignalasdescribedina relatedpaper[5]. Thissignalmaybeinterpretedasa10kb/s Frequency Response for Channels 5−8 −155 uncodeddata stream, oras a coded1400bps signal suitable forlowSNRormultiuseroperation.Signalscorrespondingto sixdifferentusersweretransmitted. Asdescribedin[5],the −160 differencebetweenthesignalsisthetrainingsequenceandthe a) µ P data.Thesameblockcodeisusedforallusers. e B r−165 Thesignalsweretransmittedfromasmallboatwithahigh- p. (d Ch 8 frequencytransducerwithtoroidalbeampatternandnearlyflat s frequencyresponse. Thecenterfrequencywas23kHz. One e R −170 wavelengthatthisfrequencyis0.065m,sothatthearrayele- mentspacingisalmostexactly . Additionaldetailsabout theexperimentalsetupareprovi(cid:21)d=e2din[5]. −175 10 15 20 25 30 35 40 Thereceiveristhemulti-channeldecisionfeedbackequal- Frequency (kHz) izer(DFE)modifiedtodirectlyincludeDopplercompensation Fig.2. Measuredfrequencyresponseforoneofthefinishedarrays.Channels anderror-correctiondecoding.Reliablesymbolsarefedback 1and8exhibitsmalldifferencesfromtheotherelements. toupdatetheequalizerfiltersaftersoft-decisiondecodingso thatthecodinggainmaybeeffectivelyused. Thustheequal- amplifier. The response of the piezocomposite itself is flat izeroperatesreliablyatsymbolsignal-to-noiseratiosthatare wellabove40kHz. severaldBlowerthanwouldotherwisebepossible. Thehorizontalandverticalbeampatternsofthearrayswere A. Single-UserCommunication also measured in the calibration facility. Three frequencies wereused,10,20and30kHz.Theverticalresponseisshown The signals corresponding to the six different users were inFig.3. At10kHztheverticalresponseis ,andat20 firstprocessedindividuallytocheckthedifferenceinperfor- (cid:6)75Æ kHzitdecreasestoapproximately .At30kHzthe-3dB mancebetweenthetwoarrayorientations.Fourelements(ev- (cid:6)25Æ pointsaresimilartothoseat20kHz,buttheoverallwidthof ery other one from the array) are used in this analysis. The themainlobeisnarrowerandtheresponseis20dBdownat resultsareinFig.5, wherethehistogramofMSEforall the . Thewidebeamwidthat10kHzallowsthearraytobe datapacketstakenduringeachtestareshown. Thespreadof (cid:6)50Æ used in the UQC band in deep water where the source may MSEisbroadbecausethesourceismovingatdifferentspeeds be at a steep verticalanglewith respect to the vehiclearray. andchangingrange,butingeneralthesamepathistracedby Whilethefront-to-backratioisonly8dBat10kHz,at20and thesourcevessel. TheaverageMSEfortheverticalarrayge- 30kHzitisgreaterthan25dB. ometryis about3 dB lower than that of the horizontalarray The horizontal beampatterns at 10, 20 and 30 kHz are tests. This translates to a significant differencein the possi- shown in Fig. 4. The horizontal response varies with fre- ble rateorreliabilitylevelof theacousticlink usingthetwo quency as expected, but is nominally . While the low orientations. However,the single-userperformancewith the (cid:6)45Æ response to aft of the vehicle helps to reject noise from the arrayhorizontalismorethanadequateformanyapplications, propellerorcontrolsurfaces,thesamereducedresponselook- evenifitisnotasgoodasthevertical. ingforwardleaves a gapin theoveralldirectionalcapability Thedifferencebetweenthetwomaybeexplainedatleastin of the acoustic communications receiver. While this beam- partbythespatialcoherenceordiversityfunctionsinshallow patternissignificantlydifferentthanthedesigngoal,itisnot water. The adaptive equalizer takes advantage of the differ- completelyunexpectedfromalinearrayfabricatedonalong encesinthereceivedsignalacrossthearray,andinthisprop- air-backed tube. Methods for broadening the horizontal re- agation environment the output SNR of the adaptive equal- sponseareunderconsiderationbutmayrequireacompromise izer is limited primarily by inter-symbol interference (ISI), 3 90 90 120 60 120 60 −25 −25 150 30 150 30 180 0 180 0 210 330 210 330 240 300 240 300 270 270 90 90 120 60 120 60 −25 −25 150 30 150 30 180 0 180 0 210 330 210 330 240 300 240 300 270 270 90 90 120 60 120 60 −25 −25 150 30 150 30 180 0 180 0 210 330 210 330 240 300 240 300 270 270 Fig.3. Verticalbeampatternsforchannels1-4. Top: 10kHz. Middle: 20 Fig.4. Horizontalbeampatternsforchannels1-4.Top:10kHz.Middle: 20 kHz. Bottom: 30kHz. Theoverallscaleis50dB.Zerodegreesishori- kHz.Bottom:30kHz. zontaland330represents-30degrees. 4 Vertical Array Equalizer MSE Summary Mean Square Error vs. Channel Use: Horizontal 50 −4 Linear Selection Sparse Selection 40 −6 s et ack30 B) −8 P d of E ( ber 20 MS−10 m u N −12 10 −14 0 1 2 3 4 5 6 7 8 −20 −15 −10 −5 0 Average Mean Square Error (dB) Mean Square Error vs. Channels: Vertical Horizontal Array Equalizer MSE Summary −4 50 Linear Selection Sparse Selection −6 40 s of Packet30 SE (dB) −8 ber 20 M−10 m u N −12 10 −14 1 2 3 4 5 6 7 8 0 −20 −15 −10 −5 0 Number of Channels Average Mean Square Error (dB) Fig. 6. Equalizer mean square error for the horizontal (top) and vertical Fig.5. Equalizermeansquareerror(MSE)histogramforaseriesofsingle- (bottom)arrayorientationinthesingle-usercase.Linearselectionis[1], usertestsinshallowwater. TheaverageMSEfortheverticalarray(top) [1,2],[1,2,3],etc.Sparseselectionis[1],[1,8],[1,4,8],etc. islowerthanthatofthehorizontal(bottom)arrayorientation. B. MultiuserCommunication not noise. The multipath structure varies more in the verti- calthanthehorizontal,andthustheadaptiveequalizerworks Comparative analysis of different arrays or approaches to betterwhenthearrayisorientedvertically. multiusercommunicationiscomplicatedbecauseofthenum- berofvariables. Forexample,despitethefactthatthetrans- In Fig. 6 a comparison of typical results using different mitter vessel is following the same track while sending the numbers of elements in both orientations is presented. The signalsforallusers,thechanneldoesvary. Selectivelycom- objectiveofprocessingthedatainthiswayistodeterminethe biningthedifferentusers’signalscanresultineitheroverly- optimalnumberofchannelsfromthearray.Thearraymaybe optimistic performance estimates, or pessimistic worst-case drawnfrominnumericalorder,ormaybeusedwithmaximal performance(i.e. decodingfailure). Rather than attempting channelseparation.Twochannellinearselectioncorresponds to reach globally-applicableconclusions, we instead present tochannels1and2,whilesparseselectionischannels1and8. someindividualcasesthathelptoillustratetherangeofper- InthetoppanelofFig.6itisapparentthat2channelsselected formancethat might be expected. In this case two users are withmaximumseparationprovidesthelowestMSEwhenthe examined.Thusthetotaldatarateis2800bpsusingthe5000 arrayishorizontal. Whenthearrayisorientedverticallyuse Hzbandwidth.Resultswithfourusersarepresentedin[5]. ofeveryotherelementgivesthebestMSE. Two-user performance for two example cases of horizon- talandverticalarrayplacementareshowninFig.7.Twodata Itshouldbenotedthatthesedatapacketswerenotcollected packetsfromdifferentusersthathavesimilarsingle-userMSE at the same time, so that the MSE cannot be compared di- wereselectedandthencombinedwithoutweighting. Inboth rectly, ratherit is thetrendthat is important. Thehorizontal ofthetestcasesthepowerdifferencesbetweenthetwousers coherenceishighandthusthegainfromusingtwochannels was approximately 6 dB. The number of channels used for ishighestwhentheyarelocatedasfarapartaspossible.More equalizationwasvariedfromonetoeight,withchannelselec- arrayelementscontributetothebestsolutionwhenthearrayis tiondonesparsely,i.e.maximalseparationacrossthearray. vertical. Theshapeofthesecurveswillchangeasconditions InthetoppanelofFig.7theperformanceoftheequalizer change. forahorizontalarrayorientationisshown. Thetwo-usersig- 5 Horizontal Array with Two Users allowedshapingoftheelementstomatchthevehicle’sradius 0 of curvature. Evaluation of adaptive equalizer performance Weaker User resultsdemonstratesthatthearrayprovidesreliablecommu- Stronger User −2 nicationwhenasubsetofthearrayisusedineitherverticalor B) horizontalconfigurations. d E ( −4 For the single-user case with the array oriented horizon- S M tally,asfewastwoelements(eitherend)providebestresults. ge Whenthearrayisvertical,everyotherelementtypicallypro- a −6 er videsbestperformance.Theseresultsareforsignalswithcar- v A rierfrequencyselectedsuchthattheelementsareatone-half −8 wavelength. Thedataconfirmheuristicargumentsthatcom- municationsarraysonsmallvehiclesshouldattempttouseall −101 2 3 4 5 6 7 8 possibleverticalaperture,andthenallhorizontalaperture. Channels Used (sparse selection) In the two-user case the performance difference between thetwoorientationsappearstonarrow,withthehorizontalar- Vertical Array with Two Users rayshowinggoodtwo-userdatarecovery. Theseparationin 0 bearingbetweenthe usersmaybebest exploitedbythehor- Weaker User izontal array,indicatingthat for multi-userreceptionthis ar- Stronger User −2 raydesignmayofferthebestperformance.Byextension,the B) horizontalarraywillalsooffergoodinterferencesuppression d E ( −4 fromnoisesourcesatanglesseparatedfromthedesireduser. S M Future transducer work includes development of an array ge withabroaderhorizontalbeamandthedesignoftwodimen- a −6 er sional arrays that work well for both single and multiuser v A communication. Future algorithm development and evalua- −8 tionincludesreduced-complexityprocessingthatmayprovide more effective use of all elements of the array as described −10 1 2 3 4 5 6 7 8 in[6]. Channels Used (sparse selection) ACKNOWLEDGEMENTS Fig. 7. Equalizer mean square error for the horizontal (top) and vertical (bottom)arrayorientationfortwo-usercases.Channelselectionissparse The authors would like to thank Ben Allen, Tom Austin inallcases. andChrisvonAltoftheWHOIOceanographicSystemsLab nalisprocessedforbothuserssothattheperformanceofthe fortheirhelpinintegratingtheconformalarraysontotheRE- weakerusercanbeexaminedwithrespecttothearrayusage. MUSvehicle. A4dBdifferenceisapparentbetweenthetwoforoneandtwo The array beampattern and response measurements were channels,butwhenfourchannelsareusedtheperformanceis donebyWalter Boober,Code 8211,NUWC, DivisionNew- within1dB. port. Intheverticalcase(bottomofFig.7)theseparationinper- formance between weaker and stronger users also starts out REFERENCES atapproximately4dBandnarrowsasadditionalchannelsare [1] L.Freitag, M.JohnsonandJ.Preisig, “Acoustic communications for used.However,thedifferenceistypicallyhigherthanthehor- UUVs,”SeaTechnology,vol.39,no.6,pp.65-71,June,1998. [2] M.Stojanovic,J.CatipovicandJ.Proakis,“Phasecoherentdigitalcom- izontalcase,andonlywitheightchannelsdoesitnarrowto2 municationsforunderwateracousticchannels”,IEEEJ.OceanicEng., dB. Vol.16,pp.100-111,Jan.1994. [3] L.Freitag,M.Grund,S.Singh,S.Smith,R.Christenson,L.Marquis, Whilethesetestsarenotbyanymeansexhaustive,thepre- and J. Catipovic, “A Bidirectional coherent acoustic communication liminaryconclusionisthatthehorizontalarray,whilenotpro- systemforunderwatervehicles,”Proc.Oceans98,Nice,France,1998. viding as good performanceas the vertical array for single- [4] L.Freitag,M.Grund,S.SinghandM.Johnson,“Acousticcommunica- tioninveryshallowwater:Resultsfromthe1999AUVFest,”inProc. user reception, actually does as well (and perhaps better in Oceans2000,Providence,Sept.2000. somecases)astheverticalarrayfortwo-userreceptionfrom [5] M.StojanovicandL.Freitag,“Multiuserunderseaacousticcommuni- sourcesseparatedinbearing. cationsinthepresenceofmultipathpropagation,”Proc.Oceans2001, Honolulu,Nov.2001. [6] M.Stojanovic, J.A.Catipovic and J.G.Proakis, “Reduced-complexity IV. CONCLUSIONS AND FUTURE WORK multichannel processing of underwater acoustic communication sig- nals,” JournaloftheAcousticalSocietyofAmerica,vol.98(2),Pt.1, A conformal array suitable for a small (20 cm diameter) pp.961-972,Aug.1995. UUVmayusethevehicle’spressurecaseasastructuralmem- berandexploittheair-filledtubetoincreasethe arrayfront- to-back ratio without adding heavy or bulky backing mate- rial. Piezocompositeceramicarraysoffersexcellentsensitiv- itycomparedtotraditionalceramicsolutionsandinthiscase 6

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