ADVANCED SIGNAL PROCESSING

ELE4ASP

Not currently offered

Credit points: 15

Subject outline

In this subject, students explore advance digital signal processing (DSP) by analysing and solving problems in real world digital signal systems. Students first study the necessary analytical DSP skills including fast Fourier transform, discrete cosine transform, spectrum analysis and digital models of speech, and then apply these tools to audio, communication systems and image processing applications by analysing and implementing linear predictive codes, polyphase filters and finite and infinite impulse response filters. This subject provides excellent exposure of DSP to students wishing to pursue a career in fields involving digital audio, communication and image processing.

SchoolEngineering and Mathematical Sciences

Credit points15

Subject Co-ordinatorDennis Deng

Available to Study Abroad/Exchange StudentsYes

Subject year levelYear Level 4 - UG/Hons/1st Yr PG

Available as ElectiveNo

Learning ActivitiesN/A

Capstone subjectNo

Subject particulars

Subject rules

Prerequisites ELE2CIR or Admission into SMELE or SMTNE

Co-requisitesN/A

Incompatible subjectsN/A

Equivalent subjectsN/A

Quota Management StrategyN/A

Quota-conditions or rulesN/A

Special conditionsN/A

Minimum credit point requirementN/A

Assumed knowledgeN/A

Learning resources

Digital signal processing

Resource TypeBook

Resource RequirementPrescribed

AuthorMitra, S.

Year2001

Edition/Volume2ND EDN

PublisherMCGRAW HILL

ISBNN/A

Chapter/article titleN/A

Chapter/issueN/A

URLN/A

Other descriptionN/A

Source locationN/A

Career Ready

Career-focusedNo

Work-based learningNo

Self sourced or Uni sourcedN/A

Entire subject or partial subjectN/A

Total hours/days requiredN/A

Location of WBL activity (region)N/A

WBL addtional requirementsN/A

Graduate capabilities & intended learning outcomes

Graduate Capabilities

COMMUNICATION - Communicating and Influencing
DISCIPLINE KNOWLEDGE AND SKILLS
INQUIRY AND ANALYSIS - Creativity and Innovation
INQUIRY AND ANALYSIS - Critical Thinking and Problem Solving
INQUIRY AND ANALYSIS - Research and Evidence-Based Inquiry

Intended Learning Outcomes

01. Apply the necessary analytical tools to analyse and design digital signal processes using the fast Fourier transform, discrete cosine transform, spectrum analysis and digital models of speech.
02. Write a clear, concise and well-structured lab/assignment report, focusing on problem solving techniques used to solve the real world problems.
03. Write MATLAB code to analyse and design digital signal processes in audio, communication systems and image processing applications, such as linear predictive coding, polyphase filters, multirate DSP, finite and infinite impulse response filters.

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