
ELEC7902 is available to students enrolled in the Master of Engineering suite of programs. Undergraduate students who are interested in taking the course should contact the course-coordinator. The assumed knowledge for the subject is the content equivalents of ELEC7403 (Biomedical Instrumentation), ELEC3600/7601 (Digital Signal & Image Processing I) and prerequisites required for those subjects; probability and statistics (equivalent of STAT2202).
Consultation hours to be announced.
| GRADUATE ATTRIBUTE | LEARNING OBJECTIVES |
| A. IN-DEPTH KNOWLEDGE OF THE FIELD OF STUDY | |
| A2. A broad understanding of the field of study, including how other disciplines relate to the field of study. | 1, 2, 4, 5, 6 |
| A3. A comprehensive and in-depth knowledge in the field of study. | 3, 5, 7 |
| A5. An international perspective on the field of study. | |
| A7. An appreciation of the link between theory and practice. | |
| B. EFFECTIVE COMMUNICATION | |
| B1. The ability to collect, analyse and organise information and ideas and to convey those ideas clearly and fluently, in both written and spoken forms. | 1, 3, 6 |
| B2. The ability to interact effectively with others in order to work towards a common outcome. | |
| B3. The ability to select and use the appropriate level, style and means of communication. | |
| B4. The ability to engage effectively and appropriately with information and communication technologies. | |
| B5. The ability to practise as part of an interdisciplinary team. | 1, 4 |
| C. INDEPENDENCE AND CREATIVITY | |
| C2. The ability to work and learn independently and effectively. | 1, 6, 7 |
| C3. The ability to generate ideas and adapt innovatively to changing environments. | |
| C5. The ability to formulate and investigate problems, create solutions, innovate and improve current practices. | 3, 5, 6, 7 |
| C6. The abilities and skills that provide a foundation for future leadership roles. | 1 |
| D. CRITICAL JUDGEMENT | |
| D2. The ability to apply critical reasoning to issues through independent thought and informed judgement. | 5, 7 |
| D4. The ability to process material and to critically analyse and integrate information from a wide range of sources. | 3, 4, 5, 6 |
| D5. The ability to evaluate opinions, make decisions and to reflect critically on the justifications for decisions using an evidence-based approach. | 5 |
| E. ETHICAL AND SOCIAL UNDERSTANDING | |
| E1. An understanding of social and civic responsibility. | |
| E3. An appreciation of the philosophical and social contexts of a discipline. | 4 |
| E4. A knowledge and respect of ethics and ethical standards in relation to a major area of study. | |
| E5. A knowledge of other cultures and times and an appreciation of cultural diversity. | |
| E7. The ability to work effectively and sensitively across all areas of society. | |
| E8. An understanding of and respect for the roles and expertise of associated disciplines. | |
| Eugene N. Bruce, Biomedical Signal Processing and Signal Modeling, John Wiley & Sons, New York, 2001 | |
J.G.Webster, Medical Instrumentation Application and Design, 3rd Ed., John Wiley & Sons, New York, USA. |
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| A. Papoulis, Probability, Random Variables and Stochastic Processes, McGraw-Hill Inc., New York, USA. | |
| S.K.Mitra, Digital Signal Processing- A Computer-based Approach, McGraw-Hill, New York, USA. | |
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| EEG-BASED brain-computer interfaces |
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| Neural Networks [for nonlinear signal modelling] |
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| DIGITAL filter design |
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| Course Guides / Notes/ Copies of Slides as appropriate, if/when provided by individual lectures. | |
| MULGREW B GRANT P and THOMPSON J, "DIGITAL SIGNAL PROCESSING: CONCENPTS AND APPLICATIONS," 2ND ED, Palgrave Macmillan, 2003. |
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| Pattern Classification, R.O.Duda, P.E. Hart and D.G.Stork, 2nd Ed, Wiley Interscience, ISBN:0-471-05669-3 | |
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Grade 1 will be given for an overall course mark of 19 or lower.
A grade of 2 requires earning an overall course mark bewteen 20 and 44.
A grade of 3 requires earning an overall course mark between 45 and 49.
A grade of 4 requires earning an overall course mark between 50 and 64.
A grade of 5 requires earning an overall course mark between 65 and 74.
A grade of 6 requires earning an overall course mark between 75 and 84.
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A grade of 7 requires earning an overall course mark of 85 or higher.
Your final mark will be determined by combining the marks from the various assessment components as described in Section 5.1 (Assessment Summary).
Your final grade (1-7) will be determined according to the following table:
Final Mark Grade
85-100 7
75- 84 6
65-74 5
50-64 4
45-49 3
20-44 2
00-19 1
Students will be required to make a 30 minute presentation and answer questions on the outcomes of laboratory work. In particular students should present all of the results from the laboratory sessions and describe in detail how the algorithms are implemented in Matlab. Visual aids (PowerPoint) are highly recommended.
Depending on the class size, you may be required to make an individual or group presentation. The exact date of this assessment item will be determined by individual lecturers in consultation with the class.
Marks will be assigned as follows:
Content (60%): Including: Introduction and background theory, aims, methodology, results, conclusions and ANSWERS TO ALL OF THE QUESTIONS IN THE PROJECT OUTLINE ;
Presentation (20%): Logical flow of the ideas presented in seminar and between the individual presenters; presenters should be confident; appropriate use of visual aids and diagrams to support the presentation. Visual aids need to be clear and uncluttered, with an appropriate level of detail and overall number of slides ;
Question & Answer (20%): Questions are answered convincingly and honestly, i.e., answering “I don’t know” is better than pretending you do
Students will be required to make a 30 minute presentation and answer questions on the outcomes of laboratory work. In particular students should present all of the results from the laboratory sessions and describe in detail how the algorithms are implemented in Matlab. Visual aids (PowerPoint) are highly recommended.
Depending on the class size, you may be required to make an individual or group presentation. The exact date of this assessment item will be determined by individual lecturers in consultation with the class.
Marks will be assigned as follows:
Students will be required to make a 30 minute presentation and answer questions on the outcomes of laboratory work. In particular students should present all of the results from the laboratory sessions and describe in detail how the algorithms are implemented in Matlab. Visual aids (PowerPoint) are highly recommended.
Depending on the class size, you may be required to make an individual or group presentation. The exact date of this assessment item will be determined by individual lecturers in consultation with the class.
Marks will be assigned as follows:
Students will be required to make a 30 minute presentation and answer questions on the outcomes of laboratory work. In particular students should present all of the results from the laboratory sessions and describe in detail how the algorithms are implemented in Matlab. Visual aids (PowerPoint) are highly recommended.
Depending on the class size, you may be required to make an individual or group presentation. The exact date of this assessment item will be determined by individual lecturers in consultation with the class.
Marks will be assigned as follows:
A 2-hour closed-book final examination will be held during the final examination period. Assessment variation is possible for students with a disability. Use of dictionaries in exams: Students may request the use of dictionaries, including bilingual dictionaries, supplied by Examinations Section.
The final examination will be a 2 hour closed book exam with three problem -solving type questions. Problem-solving type question may have several sub-sections requiring descriptive and/or numerical answers. You will be required to answer all the questions in the paper.
You are expected to be familiar with all aspects of the course activities including the end-of-module quizes of all modules. Subject matter taught/discussed directly in the classroom (+ instrumentation laboratory and the computer labs) as well as knowledge gained through other activities such as tasks (activities) assigned in the course guides, hands-on project work (instrumentation+computer labs), and reading materials provided (or directed to) by the lectures will also be considered as examinable content.
An overview of the University’s assessment-related policies can be found on myAdvisor (http://www.uq.edu.au/myadvisor/index.html?page=2910).
Academic Integrity
It is the University's task to encourage ethical scholarship and to inform students and staff about the institutional standards of academic behaviour expected of them in learning, teaching and research. Students have a responsibility to maintain the highest standards of academic integrity in their work. Students must not cheat in examinations or other forms of assessment and must ensure they do not plagiarise.
Plagiarism
The University has adopted the following definition of plagiarism:
Plagiarism is the act of misrepresenting as one's own original work the ideas, interpretations, words or creative works of another. These include published and unpublished documents, designs, music, sounds, images, photographs, computer codes and ideas gained through working in a group. These ideas, interpretations, words or works may be found in print and/or electronic media.
Students are encouraged to read the UQ Academic Integrity and Plagiarism policy (http://www.uq.edu.au/hupp/index.html?page=25128) which makes a comprehensive statement about the University's approach to plagiarism, including the approved use of plagiarism detection software, the consequences of plagiarism and the principles associated with preventing plagiarism.
As a student you have a responsibility to incorporate feedback into your learning; make use of the assessment criteria that you are given; be aware of the rules, policies and other documents related to assessment; and provide teachers with feedback on their assessment practices.
There are certain steps you can take if you feel your result does not reflect your performance. Please refer to the myAdvisor web site. (http://www.uq.edu.au/myadvisor/index.html?page=2953)Further to the statement on academic integrity and plagiarism above, students are required to read and understand the ITEE policy on Student Misconduct (http://www.itee.uq.edu.au/about_ITEE/policies/student-misconduct.html).
Late Arrival or Non-attendance at Examinations
The policy and procedure for late arrival or non-attendance at centrally controlled examinations is set out in the University's Examinations policy (HUPP 3.30.5), sections 8 and 10.2.
The way in which late arrival at a School-controlled examination is dealt with will be at the discretion of the course coordinator, who may be guided by the policy for centrally controlled exams.
In the case that a student requests a special exam for a School-controlled exam, the request will be considered and, if allowed, the timing shall be determined by the course coordinator, in consultation with the School's Chief Examiner where necessary, and in accordance with HUPP 3.30.5. Unless otherwise indicated in the Course Profile, applications must be made in writing to the Head of School no later than one week after the exam. Late applications will not be accepted.
Where an adjustment is made to an accredited program, it is the responsibility of the relevant Faculty to liaise with professional and registration bodies regarding the acceptability of the change/s.
Below is a table showing the relationship between the learning objectives for this course and the broader graduate attributes developed, the learning activities used to develop each objective and the assessment task used to assess each objective.
| Learning Objectives | |||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
| Learning Activities | |||||||
| Introduction & Learning How to Learn (Discussion) |
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| The Auditory Brainstem Response (ABR) (Other) |
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| Polysomnography Signals [Module 2] (Other) |
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| Music and Physiological Signals [Module 4] (Project based Learning) |
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| Introduction to Adaptive Filtering [Module 5] (Case Study) |
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| Assessment Tasks | |||||||
| Module 2: Lab. Demonstration plus Presentation |
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| Module 3: Lab. Demonstration plus Presentation |
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| Module 4: Lab. Demonstration plus Presentation |
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| Module 5: Lab. Demonstration plus Presentation |
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| Final Exam |
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| Learning Objectives | |||||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | |
| Graduate Attributes | |||||||
| A IN-DEPTH KNOWLEDGE OF THE FIELD OF STUDY | |||||||
| A2. A broad understanding of the field of study, including how other disciplines relate to the field of study. |
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| A3. A comprehensive and in-depth knowledge in the field of study. |
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| A5. An international perspective on the field of study. | |||||||
| A7. An appreciation of the link between theory and practice. | |||||||
| B EFFECTIVE COMMUNICATION | |||||||
| B1. The ability to collect, analyse and organise information and ideas and to convey those ideas clearly and fluently, in both written and spoken forms. |
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| B2. The ability to interact effectively with others in order to work towards a common outcome. | |||||||
| B3. The ability to select and use the appropriate level, style and means of communication. | |||||||
| B4. The ability to engage effectively and appropriately with information and communication technologies. | |||||||
| B5. The ability to practise as part of an interdisciplinary team. |
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| C INDEPENDENCE AND CREATIVITY | |||||||
| C2. The ability to work and learn independently and effectively. |
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| C3. The ability to generate ideas and adapt innovatively to changing environments. | |||||||
| C5. The ability to formulate and investigate problems, create solutions, innovate and improve current practices. |
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| C6. The abilities and skills that provide a foundation for future leadership roles. |
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| D CRITICAL JUDGEMENT | |||||||
| D2. The ability to apply critical reasoning to issues through independent thought and informed judgement. |
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| D4. The ability to process material and to critically analyse and integrate information from a wide range of sources. |
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| D5. The ability to evaluate opinions, make decisions and to reflect critically on the justifications for decisions using an evidence-based approach. |
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| E ETHICAL AND SOCIAL UNDERSTANDING | |||||||
| E1. An understanding of social and civic responsibility. | |||||||
| E3. An appreciation of the philosophical and social contexts of a discipline. |
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| E4. A knowledge and respect of ethics and ethical standards in relation to a major area of study. | |||||||
| E5. A knowledge of other cultures and times and an appreciation of cultural diversity. | |||||||
| E7. The ability to work effectively and sensitively across all areas of society. | |||||||
| E8. An understanding of and respect for the roles and expertise of associated disciplines. | |||||||
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Authorised by: Deputy Vice-Chancellor (Academic) Maintained by: Software Services Last Updated - 24 May , 2006 |