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ETE350 Information Theory & Coding
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Md. Asif Hossain Assistant Professor, ECE Dept. EWU
Ph.D. (on process) in Wireless Communication, Jahangirnagar University. M.B.A. in Marketing, East West University. M.Sc. in Telecommunications Engineering, East West University (Gold Medal). B.Sc. in Information & Communications Engineering, East West University (Gold Medal).
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Class Time Section Day Time Room No 1 (Theory) M 03:10-04:40 431
1 (Theory) W 03:10-04: Office Hours: Day Time Sunday 02:00-03:00 Monday 04:50-06:20 Tuesday 01:45-03:00 Wednesday Thursday 10:10-01:10
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Objective: • Basic concepts of information theory
• Elements of sets theory and probability theory • Measure of information and uncertainty. Entropy • Basic concepts of communication channels organization • Basic principles of encoding • Error-detecting and error-correcting codes • Basic concepts of Cryptography
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Course Learning Outcome:
Upon completion of this course, students will be able to: • Understand and explain the basic concepts of information theory, source coding, channel and channel capacity, channel coding- decoding and relation among them. • Describe the real life applications based on the fundamental theory. • Calculate entropy, channel capacity, bit error rate, code rate and so on. • Understand the basic concepts of cryptography. • Conduct research works in this field.
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Tentative Course Outline & Lecture Plan:
Term 1 Information Theory: Uncertainty, information and entropy; Source coding theorem Huffman coding LZ78 coding & Decoding LZW coding & Decoding RLE coding Shannon-Fano coding Discrete memoryless channels; Mutual information Channel capacity Information capacity theorem
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Tentative Course Outline & Lecture Plan:
Term 2 Error Control Coding: Introduction to error control coding Channel coding theorem Linear Block coding and decoding – algebraic Cyclic and RS codes Performance of block codes Convolutional coding State diagram, Trellis diagram etc
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Tentative Course Outline & Lecture Plan:
Final Term Sequential and Viterbi decoding Turbo codes TCM Image compression techniques like ‘jpeg’. Sound compression techniques like ‘mp3’. Cryptography: Idea of cryptography.
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Text Books: • Communication Systems, Haykin, Simon, 3rd Edition, John Wiley & Sons, N.Y • Information Theory, Coding and Cryptography, Ranjan Bose, Tata McGraw-Hill Education Reference: • Modern Digital & Analog Communication Systems, B.P Lathi. Oxford University Press, USA
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Exam Schedule: Term 1 Exam Date 15 February (Wednesday, 03:10-04:40) Term 2 Exam Date 15 March (Wednesday, 03:10-04:40) Final Exam Date April (Wednesday, 03:10-04:40)
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Score Distribution Quiz 10% Term 1 Exam 20% Term 2 Exam 20%
Attendance % Assignment % Presentation % Term Final Exam %
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Special Instructions:
Make-up test will not be taken. Unavoidable circumstances like serious illness might be considered but the student must notify his/her course instructor within 48hrs of the commencement of the exam. The make-up exam set at a later date will be much harder, as he/she will get more time to study. So students are advised to avoid it. EWU is committed to the highest standards of academic integrity and honesty. Students are expected to be familiar with these standards regarding academic honesty and to uphold the policies of the University in this respect. Students are particularly urged to familiarize themselves with the Code of conducts of EWU and avoid any behavior which could potentially result in suspicions of cheating, plagiarism, misrepresentation of facts and/or participation in an offence. Academic dishonesty is a serious offence and can result in suspension or expulsion from the University. Don’t write anything on the wall or in the chair of the classroom. You can’t keep mobile/Tab/smart watch or any other electronic gadgets (either it switched off or in silent/airplane mode) phone during exam. Student who will be in ‘defaulter list’ will not be allowed to participate in the classes and in the exams.
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SKILLS for LEARNING SKILLS for STUDY
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MAKE Your BRAIN WORK for YOU
Successful Confident Responsible Effective Learners Individuals Citizens Contributors
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STUDY SKILLS Pay attention in class Take good notes
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Keep an organised Notebook Ask questions in class
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Plan a definite study time Don’t cram for hours the and place for each day night before a test or exam
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INDEPENDENT LEARNERS The following are characteristics of a successful student. Develop these in yourself Ask questions Discuss topics with your peers If you don’t understand something, speak up
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You are responsible for your own learning ‘Ideas are funny things, they don’t work unless you do’
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STUDY TIMETABLE Study sessions just don’t happen when you feel like doing them. They need to be scheduled on an organised timetable. Your study timetable should rule your life.
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SOME TIPS Don’t study after 11.00pm
Divide time equally between subjects Put a copy somewhere to keep parents informed Revise your study timetable – things change Stick to it ! “Well done is better than well said”
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STUDY SESSIONS How do you study? What are you supposed to do?
Study has 3 parts Organising subject matter efficiently Getting ongoing day to day work and assignments done Researching and revising work for exams
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Don’t make study sessions too long
Drink some water before you start Break tasks down into smaller manageable ones Do daily summaries of work covered in class in your own words under Main Points Set a task to achieve for each session
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Record your plan of attack for each session
Practise skills learned by doing problems, exercises and essays Aim to build a clear understanding by connecting areas of knowledge These sessions are the backbone of your Study Programme ‘ Some succeed because they are destined to: most succeed because they are determined to.’
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PRIORITISING When do you study? How often?
What about the other things you do? Write down : The fixed things that you have to do Time you have no control over – the ‘musts’ Activities where you have a choice of the ‘options’
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PRIORITISE your OPTIONS
What are your favourites? You can’t do everything To achieve your goals, sacrifices have to be made Avoid time wasters – make a list of the main ones Reward yourself for working well and achieving short term goals To perform at your best requires fulfilling and stimulating leisure/relaxation time You are responsible for the organisation of your time and lifestyle ‘The first step is the most difficult part of the journey’
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PRIORITISING STUDY Setting yourself a specific task to achieve each night is a necessary skill Too often you tend to ‘let it happen’ and don’t plan ahead Procrastination is an obstacle to your goals Each morning or each night before, make a list of study tasks in order of priority for the following night
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You can also use travel time to and from school for
Planning Listening to recorded summaries or points on an MP3 player Then when you arrive home, it is much easier to get down to study You are psyched up Your purpose and task are set You can apply yourself immediately
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COUNTDOWN to the EXAMS In the run up to your exams, you must adopt a more disciplined attitude Your performance in the exam is vital to your success Look at them positively as an opportunity to demonstrate your understanding
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Social Life : Put this on hold Give up parties, nights out etc. Plan your rewards you will give yourself after the exams Exercise : Walk or jog daily to reduce the pressure It clears the mind and encourages positive thoughts
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Distractions : Eliminate noise Organise for friends to call at an agreed time
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Travel time : Read over notes Listen to study tapes Plan and revise
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The key is to study actively :
Take notes Test yourself Don’t just read ‘ Many drops fill the bucket ‘
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EXAM PREPARATION The secrets to success:
Have genuine faith in your preparation Don’t leave anything to chance Know exactly what is required for each exam Understand each subject Quiz your teachers Know your exam format Multiple choice Short answer Essays How many questions
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EXAM PREPARATION Around the house put up lists of Key facts Formulae
Quotes Examples Recite them aloud when you see them Do past papers under exam conditions Identify areas of weakness and address them Become comfortable with the vocabulary used Perfect the pace you must work at Your timing is critical
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‘ When only the best will do ‘
EXAM PREPARATION Test your knowledge and understanding Discuss it, explain it Justify it with friends Question each other List any improvements needed Work through them systematically Retest your knowledge Be thorough and focused – have a Study Timetable in your study area ‘ When only the best will do ‘
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EXAM TECHNIQUE Understanding Instructions
On the front cover of the exam paper are instructions Read them Understand them Know what questions to do Where to put your answers
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EXAM TECHNIQUE Reading Time Read the paper through Plan your approach
Identify questions you can do immediately Put the questions in the order you wish to do them Don’t work out answers Your confidence will build with more difficult questions
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EXAM TECHNIQUE The Exam itself Start on straight forward questions
Don’t dwell on those you can’t do Move on On multiple choice questions Eliminate those answers you think are incorrect Beware of careless mistakes Plan your answers Draw big, clear and accurate diagrams
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‘ You make your own luck’
EXAM TECHNIQUE The magic word in exams is Not fast Not slow But consistently and persistently ‘ You make your own luck’
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SITTING EXAMS Follow these guidelines – they will work for you
Put a copy of your Exam Timetable in a place where your family can double check times and dates Take a bottle of water to the exam Arrive in plenty time before the exam, but don’t be too early Don’t listen to music beforehand – the songs will play on your mind Have a watch and the necessary equipment Be relaxed and focused – your preparation has you ready for your exam
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‘ Achievement is a habit – work on it ‘
Use reading time effectively Underline / highlight key words and phrases Do plans - do they address the questions? But don’t spend too much time on planning Make sure that you have filled in all the details During the answer, consider how well it answers the question Stay alert – don’t daydream Don’t panic if short on time – note the main points If you finish early, check your work thoroughly Never leave early Cross out any answer if it is not required Write neatly and legibly ‘ Achievement is a habit – work on it ‘
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EXAM STRESS … and how to beat it
Revision Notes Exam Timetable
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Try to work to a Revision Timetable
Start planning well before exams begin Make your Books, Notes and Essays user friendly with Summary Notes, Headings,Sub-Headings and Revision Cards Use Key Words and / or Spider Charts Get tips on other revision techniques from others
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A RESUME DON’T Don’t leave Revision to the last minute
Don’t avoid revising subjects you don’t like or find difficult Don’t forget that there is life beyond Revision and Exams
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A RESUME REMEMBER : Remember it is important to eat and sleep well
Put yourself first – it is an important time for you – try to talk to family about how they can make studying a little easier for you, e.g. by agreeing times when you can have your own space, when they will try to be a bit quieter around the house and when you would rather not be disturbed DON’T REVISE ALL THE TIME – TAKE BREAKS AND DO THINGS YOU ENJOY AND HELP YOU RELAX
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PREPARE for the BIG DAY CHECK … Have a good breakfast
Give yourself plenty of time to get to the exam room Make sure you know where the exam is being held Take everything you need – pens, pencils, water, anything else? Go to the toilet before the exam starts
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PACE YOURSELF Read the instructions
Read all the questions and give yourself time to answer those you are required to answer Plan how much time you will need for each question If you are stuck, go to the next question. You can come back to the unfinished one later. If you are really stuck, try to have an intelligent guess
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ABOVE ALL … Perform as well as you can – ‘YOU are YOU’ so you can only do the best you can on the day Don’t go through the answers with your friends afterwards, if it is only going to worry you Try to put the last exam out of your mind and look ahead to the next one – you can’t go back to change things Exams are Important, but they are not the only key to a successful future. GOOD LUCK !
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