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信号处理与数据分析SignalsProcessingandDataAnalysisForMasterStudentsinNon-ElectronicInformationAreasInstructor:Dr.TianshuangQiuFacultyofElectronicInformationandElectricalEngineeringAutumnof20152020/4/27Signals&Systems2TheInstructorTianshuangQIU,Ph.D,Professor–EducationUndergraduate:TianjinUniversity(B.S.inElectricalEngineering,MajoredinElectronicInstrumentandMeasurementTechnology)Graduate:DalianUniversityofTechnology(M.S.inElectricalEngineering,MajoredinSignalandInformationProcessing)Doctorate:DalianUniversityandTechnology/SoutheasternUniversity(Ph.DinElectricalEngineering,MajoredinSignalandInformationProcessing)2020/4/27Signals&Systems3–ProfessionalExperiencesResearchEngineer,atDalianInstituteofChemicalPhysics,ChineseAcademyofSciencesAssociateProfessor,atDlainRailwayInstituteofTechnologyPostdoctoralFellow,atNorthernIllinoisUniversity,USAProfessor,atDalianUniversityofTechnology,since2000–ResearchAreasThetheoryandapplicationofdigitalsignalprocessingNon-stationaryandNon-GaussiansignalprocessingAdaptivesignalprocessingBiomedicalsignalprocessingTelecommunicationsignalprocessingBiomedicalEngineeringRadio-FrequencySignalProcessing2020/4/27Signals&Systems4–CoursesTaughtSignalandSystem(forundergraduatestudentsatEnglishIntensiveClass)BiomedicalInformationTechnology(formasterstudentsmajoredinBiomedicalEngineering)ProfessionalEnglish(forjuniorundergraduatestudentsatEnglishIntensiveClass)NetworkCommunications(formasterstudents)DevelopmentofModernCommunication(forPh.Dstudents)BiomedicalSignalAnalysisandProcessing(forundergraduatestudentsmajoredinBiomedicalEngineering)SignalProcessingandDataAnalysis(forMasterStudentsinNon-ElectronicInformationAreas)2020/4/27Signals&Systems5TheTeachingAssistantATAgroupheadedbyMr.WangPeng–WorkingonhisPh.DdegreeintheareaofSignalandInformationProcessing,supervisedbyme.–Verygoodinsignalprocessingandallthecourseslearnedbefore.–Dedicatedhimselfintheareaofwireless(radio-frequency)signalprocessing.2020/4/27Signals&Systems6SyllabusGoals–Thegoalsofthiscoursearetogivestudentsabasicconceptandprinciplesonsignalsprocessinganddataanalysis,includingthesignalsandsystems,theerroranalysisanddatapre-processing,thedigitalsignalprocessing,thestatisticalsignalprocessing,andthemodernsignalprocessing,tohavestudentsestablishasolidfoundationforthestudyinthefuture.2020/4/27Signals&Systems7Syllabus(Cont’d)CourseDescription–Basedontherequirementsofthemasterstudentsinvariousengineeringareas,thiscourseintroducesthebasicconceptsandprinciplesonthesignalprocessinganddataanalysis.–Thiscoursecontains5parts:Signalsandsystems;Erroranalysisanddatapre-processing;Digitalsignalprocessing;Statisticalsignalprocessing;Modernsignalprocessing2020/4/27Signals&Systems8Syllabus(Cont’d)PreparatoryCourses–Calculous–Physics–MathematicsforEngineering,includingLinearAlgebra,ProbabilityandMathematicalStatistics2020/4/27Signals&Systems9Syllabus(Cont’d)Readings–Notes:Yourowncoursenotesarethemostvaluablesourcesofinformation.–Textbook:邱天爽,郭莹,《信号处理与数据分析》,清华大学出版社,2015–References: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,2008年程佩青,数字信号处理教程(第三版),北京:清华大学出版社,2007年2020/4/27Signals&Systems10Syllabus(Cont’d)–References:胡广书,数字信号处理,清华大学出版社,2003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,2004年佟德纯,姚宝恒,工程信号处理与设备诊断,科学出版社,2008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,2012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,2006年2020/4/27Signals&Systems11Syllabus(Cont’d)2020/4/27Signals&Systems12Syllabus(Cont’d)LectureTime–Section5—6onWednesday(Week3—14)–Section5—6onFriday(Week3—14)LectureLocation–研-302HomeworkSolutions–Findoutwhatisrightandwrongwithyourownsolutionsandwhy.Experiment–TaketimetoconductsimulationsonyourowncomputerswithMATLABbasedonthecontentsofthecourse.2020/4/27Signals&Systems13Syllabus(Cont’d)OfficeHours–Youareencouragedtodiscussproblemsassociatedwiththecoursewiththeinstructor,theteachingassistant(TA)andyourclassmates.Seekhelpassoonasyouhavequestionsand/ordifficultiesinunderstandingthetopics.OfficehoursareonMonday4:00PM--5:00PMeveryweek,andbyappointment,atRoomA1221inChuangXinYuan.AlthoughtheinstructorandTAwillbeavailabletohelpyououtsidetheirofficehours,pleasetrytomakeanappointmentaheadoftime.2020/4/27Signals&Systems14Syllabus(Cont’d)EvaluationCriteria–Homework,Quizzes(maybegiveninclass)andAttendance:20%–FinalExam:80%2020/4/27Signals&Systems15Syllabus(Cont’d)Others–Youareencouragedtodiscusshomeworkassignmentswithyourclassmates,butallworkdoneontheexamsmustbeyourown.–Thepenaltyforcheatingonanexamwillbeascoreofzeroontheexam,andafailinggradeinthecourse.–Missingthreeormorelectureswithoutavalidreasonacceptabletotheinstructormayresultinafailinggradeforthecourse.2020/4/27Signals&Systems16Syllabus(Cont’d)ImportantDatesandThings–Homeworkisdueonthedayspecifiedbeforetheclassbegins.–Latehomeworkwillbegladlyacceptedwith30%gradediscountforeachdaylate.–Quizzesmaybegivensometimeinclass.–FinalExaminationwillbearrangedattheendofthissemesterbytheGraduateSchool.2020/4/27Signals&
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