信号处理与数据分析

信号处理与数据分析

SignalsProcessingandDataAnalysis

ForMasterStudentsinNon-ElectronicInformationAreasInstructor:Dr.TianshuangQiuFacultyofElectronicInformationandElectricalEngineeringAutumnof2023第1页2023/10/10Signals&Systems2TheInstructorTianshuangQIU,Ph.D,ProfessorEducationUndergraduate:TianjinUniversity(B.S.inElectricalEngineering,MajoredinElectronicInstrumentandMeasurementTechnology)Graduate:DalianUniversityofTechnology(M.S.inElectricalEngineering,MajoredinSignalandInformationProcessing)Doctorate:DalianUniversityandTechnology/SoutheasternUniversity(Ph.DinElectricalEngineering,MajoredinSignalandInformationProcessing)第2页2023/10/10Signals&Systems3ProfessionalExperiencesResearchEngineer,atDalianInstituteofChemicalPhysics,ChineseAcademyofSciencesAssociateProfessor,atDlainRailwayInstituteofTechnologyPostdoctoralFellow,atNorthernIllinoisUniversity,USAProfessor,atDalianUniversityofTechnology,since2023ResearchAreasThetheoryandapplicationofdigitalsignalprocessingNon-stationaryandNon-GaussiansignalprocessingAdaptivesignalprocessingBiomedicalsignalprocessingTelecommunicationsignalprocessingBiomedicalEngineeringRadio-FrequencySignalProcessing第3页2023/10/10Signals&Systems4CoursesTaughtSignalandSystem(forundergraduatestudentsatEnglishIntensiveClass)BiomedicalInformationTechnology(formasterstudentsmajoredinBiomedicalEngineering)ProfessionalEnglish(forjuniorundergraduatestudentsatEnglishIntensiveClass)NetworkCommunications(formasterstudents)DevelopmentofModernCommunication(forPh.Dstudents)BiomedicalSignalAnalysisandProcessing(forundergraduatestudentsmajoredinBiomedicalEngineering)SignalProcessingandDataAnalysis(forMasterStudentsinNon-ElectronicInformationAreas)第4页2023/10/10Signals&Systems5TheTeachingAssistantAgroupheadedbyMr.WangPengWorkingonhisPh.DdegreeintheareaofSignalandInformationProcessing,supervisedbyme.VerygoodinSignalprocessingandallthecourseslearnedbefore.Dedicatedhimselfintheareaofwireless(radio-frequency)signalprocessing.第5页2023/10/10Signals&Systems6Syllabus

GoalsThegoalsofthiscoursearetogivestudentsabasicconceptandprinciplesonsignalsprocessinganddataanalysis,includingthesignalsandsystems,theerroranalysisanddatapre-processing,thedigitalsignalprocessing,thestatisticalsignalprocessing,andthemodernsignalprocessing,tohavestudentsestablishasolidfoundationforthestudyinthefuture.第6页2023/10/10Signals&Systems7Syllabus（Cont’d）CourseDescriptionBasedontherequirementsofthemasterstudentsinvariousengineeringareas,thiscourseintroducesthebasicconceptsandprinciplesonthesignalprocessinganddataanalysis.Thiscoursecontains5parts:Signalsandsystems;Erroranalysisanddatapre-processing;Digitalsignalprocessing;Statisticalsignalprocessing;Modernsignalprocessing第7页2023/10/10Signals&Systems8Syllabus（Cont’d）PreparatoryCoursesCalculousPhysicsMathematicsforEngineering,includingLinearAlgebra,ProbabilityandMathematicalStatistics第8页2023/10/10Signals&Systems9Syllabus（Cont’d）ReadingsNotes:Yourowncoursenotesarethemostvaluablesourcesofinformation.Textbook:PPTCompiledbytheInstructorReferences:A.V.OppenheimandA.S.Willsky,SignalsandSystems(2ndEdition),Prentice-Hall,EnglewoodCliffs,NJ,1997.秦树人，季忠，尹爱军，工程信号处理，北京：高等教育出版社，2023年程佩青，数字信号处理教程（第三版），北京：清华大学出版社，2023年朱明武，李永新，卜雄洙，测试信号处理与分析，北京：北京航空航天大学出版社，2023年第9页2023/10/10Signals&Systems10Syllabus（Cont’d）References:胡广书，数字信号处理，清华大学出版社，2023年邱天爽，张旭秀，李小兵，孙永梅，统计信号处理—非高斯信号处理与应用，电子工业出版社，2023年佟德纯，姚宝恒，工程信号处理与设备诊断，科学出版社，2023年邱天爽，唐洪，刘海龙，统计信号处理：医学信号分析与处理，科学出版社，2023年第10页2023/10/10Signals&Systems11Syllabus（Cont’d）LectureTime

Section5—6onWednesday(Week4—15)Section5—6onFriday(Week4—15)LectureLocation研-102HomeworkSolutionsFindoutwhatisrightandwrongwithyourownsolutionsandwhy.ExperimentTaketimetoconductsimulationsonyourowncomputerswithMATLABbasedonthecontentsofthecourse.第11页2023/10/10Signals&Systems12Syllabus（Cont’d）OfficeHoursYouareencouragedtodiscussproblemsassociatedwiththecoursewiththeinstructor,theteachingassistant(TA)andyourclassmates.Seekhelpassoonasyouhavequestionsand/ordifficultiesinunderstandingthetopics.OfficehoursareonFriday4:00PM--5:00PMeveryweek,andbyappointment,atRoomA1242inChuangXinYuan.AlthoughtheinstructorandTAwillbeavailabletohelpyououtsidetheirofficehours,pleasetrytomakeanappointmentaheadoftime.第12页2023/10/10Signals&Systems13Syllabus（Cont’d）EvaluationCriteria

Homework,Quizzes(maybegiveninclass)andAttendance:20%FinalExam:80%第13页2023/10/10Signals&Systems14Syllabus（Cont’d）OthersYouareencouragedtodiscusshomeworkassignmentswithyourclassmates,butallworkdoneontheexamsmustbeyourown.Thepenaltyforcheatingonanexamwillbeascoreofzeroontheexam,andafailinggradeinthecourse.Missingthreeormorelectureswithoutavalidreasonacceptabletotheinstructormayresultinafailinggradeforthecourse.第14页2023/10/10Signals&Systems15Syllabus（Cont’d）Import