SIGNAL PROCESSING AND CONTROL

ELE3SPC

2020

Credit points: 15

Subject outline

In this subject, students are introduced to digital signal processing (DSP) and linear control systems. Students first study necessary analytical DSP and control systems skills including Fourier analysis, linear systems z-transform, Laplace transform, stability analysis, state-space techniques and frequency response methods. Then they apply these skills to a range of real world problems such as removing noise from audio, speech and digital images and the analysis of characteristics and performance of feedback control systems. The DSP element of this subject is an excellent preparation for a career in multimedia processing while the study of linear control systems develops essential engineering skills to analyse and design physical systems.

SchoolEngineering and Mathematical Sciences

Credit points15

Subject Co-ordinatorSong Wang

Available to Study Abroad/Exchange StudentsYes

Subject year levelYear Level 3 - UG

Available as ElectiveNo

Learning ActivitiesN/A

Capstone subjectNo

Subject particulars

Subject rules

PrerequisitesELE2CIR

Co-requisitesN/A

Incompatible subjectsELE5FPC OR ELE3CON OR ELE3SIP

Equivalent subjectsN/A

Quota Management StrategyN/A

Quota-conditions or rulesN/A

Special conditionsN/A

Minimum credit point requirementN/A

Assumed knowledgeN/A

Readings

Modern control systems

Resource TypePrescribed

Resource RequirementN/A

AuthorDorf, RC and Bishop, RH

Year2011

Edition/Volume12TH EDN

PublisherPRENTICE HALL

ISBNN/A

Chapter/article titleN/A

Chapter/issueN/A

URLN/A

Other descriptionN/A

Source locationN/A

Digital signal processing

Resource TypePrescribed

Resource RequirementN/A

AuthorProakis, J. and Manolakis, D. G.

Year2007

Edition/Volume4TH EDN

PublisherPEARSON PRENTICE HALL

ISBNN/A

Chapter/article titleN/A

Chapter/issueN/A

URLN/A

Other descriptionN/A

Source locationN/A

DSP First: A multimedia approach

Resource TypePrescribed

Resource RequirementN/A

AuthorMcClellan, J. H., Schafer, R. W., Yoder, M. A.

Year1998

Edition/VolumeN/A

PublisherPRENTICE-HALL

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 filters and control systems using Fourier analysis, linear systems z-transform and Laplace transform.
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 design digital recursive and non-recursive filters, analyse characteristics and performance of feedback control systems and measure frequency responses of digital filters.

Subject options

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Start date between: and    Key dates

Melbourne (Bundoora), 2020, Semester 1, Day

Overview

Online enrolmentNo

Maximum enrolment sizeN/A

Subject Instance Co-ordinatorSong Wang

Class requirements

Laboratory Class Week: 11 - 22
One 3.00 h laboratory class per week on weekdays during the day from week 11 to week 22 and delivered via face-to-face.

Lecture Week: 10 - 22
Two 1.00 h lecture per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.

Tutorial Week: 10 - 22
One 1.00 h tutorial per week on weekdays during the day from week 10 to week 22 and delivered via face-to-face.

Assessments

Assessment elementCommentsCategoryContributionHurdle% ILO*
Assignments (equivalent to 850 words)N/AN/AN/ANo20 SILO1, SILO2, SILO3
Laboratory work (equivalent to 900 words)N/AN/AN/ANo20 SILO2, SILO3
One 2-hour examination Hurdle Requirement: To pass the subject, a minimum 40% mark in the examination is mandatory.N/AN/AN/AYes60 SILO1, SILO3