Modiwl ICM-3004:
Signal Processing
Ffeithiau’r Modiwl
Rhedir gan School of Computer Science and Electronic Engineering
10.000 Credyd neu 5.000 Credyd ECTS
Semester 1
Trefnydd: Dr Iestyn Pierce
Amcanion cyffredinol
To introduce the concepts of digital signal processing and transducers. To enable students to analyse and design simple digital processing systems.
Cynnwys cwrs
Content:
• Time and frequency response of linear systems, Z-transform; Continuous and discrete signals; Sampling theory; Discrete Fourier Transform (DFT) and Fast Fourier Transform (FFT); Digital Signal Processing (DSP) theory and systems; FIR and IIR filters; Deterministic and stochastic signals; Classical spectral estimation; Analogue to Digital Conversion.
• Limitations of FIR and IIR filter design methods; Effects of finite word length and sampling on DSP systems; Effect of windowing and averaging on spectral estimation.
• Design methods for FIR and IIR filters; Design of spectral estimation systems.
Cyswllt Canlyniad dysgu i Meini Prawf
threshold 40% |
good 60% |
excellent 70% |
|
---|---|---|---|
Know and understand the characteristics and mathematical basis of a digital signal processing system and transducers, and how the characteristics relate to analogue input signals and to equivalent analogue systems. |
Has basic knowledge and understanding of: the essential characteristics of a DSP system, digital signals and their relationship to analogue signals, the relationship between DSP and analogue systems. | Has knowledge and understanding of most of the material covered. In addition to the threshold requirements understands the implications of the theoretical background | In-depth understanding of all areas covered. Can evaluate results and derivations sensibly. |
Understand the main limitations and sources of error in digital signal processing systems and methods of minimising their effect. |
Has a basic understanding of the limitations and sources of error in a DSP system and methods of minimising their effect in simple systems | Understands most of the limitations and sources of error in a DSP system and methods of minimising their effects in higher order systems | In-depth understanding of all areas covered. Evaluates designs for correctness and fitness for purpose |
Carry out systematic analysis and design of example digital signal processing systems |
Able to analyse and design simple (first order) filters and basic spectral estimators. | Able to analyse and design simple (first order) systems and most aspects of higher order systems and more complex spectral estimators. | Able to analyse unseen systems and design high order systems to unseen specifications |
Dulliau asesu
Math | Enw | Disgrifiad | Pwysau |
---|---|---|---|
ARHOLIAD | Examination | 100.00 |
Strategaeth addysgu a dysgu
Oriau | ||
---|---|---|
Private study | Worked examples, tutorial problems, and revision. |
76 |
Lecture | 2 x 1 hour lectures per week for 12 weeks. |
24 |
Sgiliau Trosglwyddadwy
- Llythrennedd - Medrusrwydd mewn darllen ac ysgrifennu drwy amrywiaeth o gyfryngau
- Rhifedd - Medrusrwydd wrth ddefnyddio rhifau ar lefelau priodol o gywirdeb
- Defnyddio cyfrifiaduron - Medrusrwydd wrth ddefnyddio ystod o feddalwedd cyfrifiadurol
- Hunanreolaeth - Gallu gweithio mewn ffordd effeithlon, prydlon a threfnus. Gallu edrych ar ganlyniadau tasgau a digwyddiadau, a barnu lefelau o ansawdd a phwysigrwydd
- Archwilio - Gallu ymchwilio ac ystyried dewisiadau eraill
- Dadansoddi Beirniadol & Datrys Problem - Gallu dadelfennu a dadansoddi problemau neu sefyllfaoedd cymhleth. Gallu canfod atebion i broblemau drwy ddadansoddiadau ac archwilio posibiliadau
- Cyflwyniad - Gallu cyflwyno gwybodaeth ac esboniadau yn glir i gynulleidfa. Trwy gyfryngau ysgrifenedig neu ar lafar yn glir a hyderus.
- Hunanymwybyddiaeth & Ystyried - Bod yn ymwybodol o'ch cryfderau, gwendidau, nodau ac amcanion eich hun. Gallu adolygu ,cloriannu a myfyrio'n rheolaidd ar eich perfformiad eich hun ac eraill.
Sgiliau pwnc penodol
- Identify emerging technologies and technology trends;
- Apply underpinning concepts and ideas of engineering;
- Formulate and analyse requirements and practical constraints of products, processes and services, place them in an engineering context and manage their implementation;
- Solve problems logically and systematically;
- Assess and choose optimal methods and approaches for the specification, design, implementation and evaluation of engineering solutions.
- Access and synthesize information and literature sources;
- Analyse and display data using appropriate methods and mathematical techniques;
Cyrsiau sy’n cynnwys y modiwl hwn
Gorfodol mewn cyrsiau:
- W3H6: BA Music and Electronic Engineering year 3 (BA/MEE)
- H612: BEng Computer Systs Eng (3 yrs) year 3 (BENG/CSE)
- H61B: BEng Computer Sys Engineering (4yr with Incorp Foundation) year 3 (BENG/CSE1)
- H610: BENG Electronic Engineering (3 yrs) year 3 (BENG/ELE)
- H62B: BEng Electronic Engineering (4yr with Incorp Foundation) year 3 (BENG/ELE1)
- H621: BEng Electronic Engineering with International Experience year 4 (BENG/ELEIE)
- H64B: BSc Computer Sys Engineering (4yr with Incorp Foundation) year 3 (BSC/CSE1)
- H603: BSc Computer Systems Engineering year 3 (BSC/CSENG)
- H611: BSc Electronic Engineering year 3 (BSC/ELE)
- H63B: BSc Electronic Engineering (4yr with Incorp Foundation) year 3 (BSC/ELE1)
- H661: MEng Control and Instrumentation Engineering year 3 (MENG/CIE)
- H617: MEng Computer Systs Eng (4 yrs) year 3 (MENG/CSE)
- H601: MEng Electronic Engineering (4 yrs) year 3 (MENG/EE)
- H618: MEng Electronic Engineering with International Experience year 4 (MENG/EEIE)