課程大綱
The?course?is?aimed?at?illustrating?the?relevance?and?need?for?DigitalSignal?Processing?(DSP)?techniques?in?present-day?multimedia?and
?communicationssystems,?and?giving?an?overview?of?some?major?DSP?subdomains.
本課程在于闡述數(shù)字信號處理（DSP）技術(shù)與當(dāng)今多媒體和通信系統(tǒng)的關(guān)聯(lián)性及其需求性，以及概述DSP的主要子領(lǐng)域。
This?course?provides?a?brief?review?of?signals?and?systems?theory,?andgives?an?introduction?to?a?number?of?DSP?topics?such?as?filter?design?andrealization,?multi-rate?systems,?filter?banks,?optimal?and?adaptive?filters.The?theory?is?illustrated?by?practical?examples,?in?particular?speech?and?audioapplications,
?as?well?as?applications?from?digital?communication.
首先課程將簡要回顧信號和系統(tǒng)理論，然后將介紹DSP一系列的主題，如濾波器設(shè)計(jì)和實(shí)現(xiàn)、多速率系統(tǒng)、濾波器組、最優(yōu)濾波和自適應(yīng)濾波。
課程會結(jié)合實(shí)際的例子講述理論，并特別強(qiáng)調(diào)語音和音頻的應(yīng)用和數(shù)字通信中的應(yīng)用。
目錄Table?of?contentsChapter?1Introduction/Overview?簡介/概述
Chapter?2Signal?and?Systems?Review信號和系統(tǒng)概述
Chapter?3Digital?Filter?Design?數(shù)字濾波器設(shè)計(jì)
Chapter?4Filter?Realizations?&?Implementation濾波器實(shí)現(xiàn)和應(yīng)用Chapter?5Multi-rate?Systems?&?Filter?Banks?
多速率系統(tǒng)和濾波器組
Chapter?6Filter?Banks?Design?濾波器組設(shè)計(jì)
Chapter?7Speech?&?Audio?Application:?Microphone?Array?Processing
語音與音頻應(yīng)用：麥克風(fēng)陣列處理
Chapter?8Communications?Application:?OFDM
通信應(yīng)用：OFDMChapter?9Optimal?&?Adaptive?Filtering?Preliminaries?and?Applications
最優(yōu)濾波和自適應(yīng)濾波預(yù)備知識和應(yīng)用
Chapter?10Optimal/Wiener?Filters
最優(yōu)濾波器/維納濾波器
Chapter?11Adaptive?Filters?/?Recursive?Least?Squares?Estimation
自適應(yīng)濾波器/最小二乘估計(jì)
Chapter?12Speech?&?Audio?Application:?Acoustic?Echo?and?Feedback?Cancellation
語音與音頻應(yīng)用：聲學(xué)回聲和回聲消除
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