multirate statistical signal processing

multirate statistical signal processing

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时间:2018-12-29

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1、MULTIRATESTATISTICALSIGNALPROCESSINGOmidS.JahromiMultirateStatisticalSignalProcessingAC.I.P.CataloguerecordforthisbookisavailablefromtheLibraryofCongress.ISBN-101-4020-5316-9(HB)ISBN-13978-1-4020-5316-0(HB)ISBN-101-4020-5317-7(e-book)ISBN-13978-1-4020-5317-7(e-book)PublishedbySpringer,P.O.

2、Box17,3300AADordrecht,TheNetherlands.www.springer.comPrintedonacid-freepaperAllRightsReserved©2007SpringerNopartofthisworkmaybereproduced,storedinaretrievalsystem,ortransmittedinanyformorbyanymeans,electronic,mechanical,photocopying,microfilming,recordingorotherwise,withoutwrittenpermissio

3、nfromthePublisher,withtheexceptionofanymaterialsuppliedspecificallyforthepurposeofbeingenteredandexecutedonacomputersystem,forexclusiveusebythepurchaserofthework.“Ifyouwanttobuildashipdon’therdpeopletogethertocollectwoodanddon’tassignthemtasksandwork,butratherteachthemtolongfortheendlessim

4、mensityofthesea.”TheLittlePrincebyAntoinedeSaint-Exupry,1943PrefaceThefieldofmultiratesignalprocessinghaswitnessedagreatdealofprogressandanincreasinglywiderangeofapplicationssincethepublicationofthefirsttextbookbyCrochiereandRabiner(1983).However,thisprogresshasbeenmainlyintheareaofdetermini

5、sticsystemswithemphasisonperfect-reconstructionand/ororthogonalsystems.Thisbookintroducesastatisticaltheoryforextractinginformationfromsignalsthathavedifferentsamplingrates.Thisnewtheorygeneralizestheconventional(deterministic)theoryofmultiratesystemsbeyondmanyofitsconstraints.Furthermore,i

6、tallowsfortheformulationofseveralnewproblemssuchasspectrumestimation,time-delayestimationandsensorfusionintherealmofmultiratesignalprocessing.Ihavearrivedatthetheorypresentedherebyintegratingconceptsfromdiverseareassuchasinformationtheory,inverseproblemsandtheoryofin-equalities.Theprocesso

7、fmergingavarietyofconceptsofdifferentoriginresultsinbothmeritsandshortcomings.Theformerincludethefreshandun-differentiatedviewofanamateur,providingscopeofapplication.Thelatterincludealackofin-depthexperienceineachoftheoriginalfields.Granted,thismayleadtogapsincon

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