Scheme of examination & syllabi




НазваниеScheme of examination & syllabi
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CS04 705A : DIGITAL SIGNAL PROCESSING

(Common with IT04 705A)

3 hours lecture and 1 hour tutorial per week



[Objective: Current communication technology is based on digital signal processing. Here the fundamental principles of various transforms and the tools used in analysis and design of discrete-time systems for signal processing are introduced.]


Module I (12 hours)

Discrete time signals and systems - discrete signal sequences - linear shift invariant systems - discrete signals - stability and casualty - difference equations –frequency domain representations - fourier transform and its properties - relationship between system representations, review of Z-transforms.


Module II (15 hours)

Discrete fourier transform - representation of discrete fourier series - properties of discrete fourier series - periodic convolution - DFT - properties of DFT -computation of DFT - circular convolution - linear convolution using DFT -FFTs - DIT-FFT and DIF-FFT - FFT algorithm for composite N.


Module III (13 hours)

Design of digital filters - IIR and FIR filters - low pass analog filter design -Butterworth and Chebyshev filters - design examples - bilinear transformation and impulse invariant techniques - FIR filter design - linear phase characteristics - window method.


Module IV (12 hours)

Realization of digital filters- discrete form I and II - cascade and parallel form-finite word length effects in digital filters - quantizer characteristics - saturation overflow - quantization in implementing systems - zero input limit cycles -introduction to DSP processors.


Reference books

  1. Proakis & Manolalus, Digital Signal Processing, Principles, Algorithm & Applications, Prentice Hall

  2. Oppenheim & Schafer, Discrete Time Signal Processing, Prentice Hall

  3. Ludeman L.C., Fundamentals of Digital Signal Processing, Harper & Row Publishers.

  4. Van Valkenburg M.E., Analog Filter Design, Holt Saunders

  5. Terrel T.J. & Shark L.K., Digital Signal Processing, Macmillan.

  6. Sanjit K. Mitra, Digital Signal Processing- A Computer- Based Approach, Tata McGraw-Hill.




Sessional work assessment




Assignments (minimum 2)

2 x 7.5 = 15

2 tests

2 x 15 = 30

Regularity

= 05

Total marks

= 50


University examination pattern

QI - 8 short type questions of 5 marks each, 2 from each module

QII - 2 questions of 15 marks each from module l with choice to answer any one

QIII - 2 questions of 15 marks each from module II with choice to answer any one

QIV - 2 questions of 15 marks each from module III with choice to answer any one

Q V - 2 questions of 15 marks each from module IV with choice to answer any one.


CS04 705B: ADVANCED TOPICS IN DATABASE SYSTEMS

(Common with IT04 705B)


3 hours lecture and 1 hour tutorial per week



[Objective: The course is intended to impart knowledge on the latest advancements in implementations of database management systems. This imparts sound idea on the latest methodologies such as object oriented, distributed and deductive database systems along with comparisons supported by some case studies. By the end of the course, it enables the student to analyze, design and implement modern database systems, especially for a distributed environment.]


Module I (11 hours)

Overview of relational database concept - object oriented database - overview of object oriented concepts - object definition language - object query languages - object database conceptional design - overview of CORBA standard for distributed objects.


Module II (13 hours)

Distributed database concepts - data fragmentation replication and allocation -types of distributed database system - query process - concurrency control for distributed database - overview of client - server architecture and its relationship to distributed database.


Module III (13 hours)

Deductive database - introduction to deduction database prolog/datalog notation - interpretation of rules - basic inference mechanism for logic programs - datalog programs and their evaluation - deduction database systems - data Warehousing and data mining - database on World Wide Web - multimedia database - mobile database - geographic information system - digital libraries


Module IV (15 hours)

Oracle and microsoft access - basic structure of the oracle system - database structures and its manipulation in oracle - storage organization programming oracle applications - oracle tools - an overview of Microsoft access features and functionality of access - distributed databases in oracle.


Text book

1. Elmasri & Navathe, Fundamentals of Database Systems, Addison Wesley


Reference books

  1. Ramakrishnan R. & Gehrke J., Database Management Systems, McGraw Hill

  2. O'neil P. & O'neil E., Database Principles, Programming, And Performance, Harcourt Asia (Morgan Kaufman)

  3. Silberschatz, Korth H.F. & Sudarshan S., Database System Concepts, Tata McGraw Hill

  4. Theory T.J., Database Modelling And Design, Harcourt Asia (Morgan Kaufman)




Sessional work assessment




Assignments (minimum 2)

2 x 7.5 = 15

2 tests

2 x 15 = 30

Regularity

= 05

Total marks

= 50



University examination pattern

QI - 8 short type questions of 5 marks each, 2 from each module

QII - 2 questions of 15 marks each from module I with choice to answer any one

Q III - 2 questions of 15 marks each from module II with choice to answer any one

QIV - 2 questions of 15 marks each from module III with choice to answer any one

QV - 2 questions of l5 marks each from module IV with choice to answer any one.


CS2K 705C: SIMULATION & MODELING




3 hours lecture and 1 hour tutorial per week



[Objective: In simulation scientists try to reproduce real-world events or process under ontrolled laboratory conditions, using mainly mathematical models. Some of the most important scientific discoveries stem from the use of computers tosimulate the complex natural phenomena. Hence, both from research perspective and from application perspective, study of the course is inevitable.]


Module I (10 hours)

Introduction - systems and models - computer simulation and its applications -continuous system simulation - modeling continuous systems - simulation of continuous systems - discrete system simulation - methodology – event scheduling and process interaction approaches - random number generation -testing of randomness - generation of stochastic variates - random samples from continuous distributions - uniform distribution - exponential distribution m-Erlang distribution - gamma distribution - normal distribution - beta distribution - random samples from discrete distributions - Bernoulli - discrete uniform -binomial - geometric and poisson.


Module II (12 hours)

Evaluation of simulation experiments - verification and validation of simulation experiments - statistical reliability in evaluating simulation experiments -confidence intervals for terminating simulation runs - simulation languages -programming considerations - general features of GPSS - SIM SCRIPT and SIMULA.


Module III (15 hours)

Simulation of queueing systems - parameters of queue - formulation of queueing problems - generation of arrival pattern - generation of service patterns -Simulation of single server queues - simulation of multi-server queues -simulation of tandom queues.


Module IV (15hours)

Simulation of stochastic network - simulation of PERT network - definition of network diagrams - forward pass computation - simulation of forward pass -backward pass computations - simulation of backward pass - determination of float and slack times determination of critical path - simulation of complete network - merits of simulation of stochastic networks.


Note to the question paper setter - programming questions must be based on 'C ' language or specified simulation languages in the syllabus.


Reference books

  1. Deo N., System Simulation And Digital Computer, Prentice Hall of India.

  2. Gordan G., System Simulation, Prentice Hall of India.

  3. Law A.M. & Ketton W.D., Simulation Modelling and Analysis, McGraw Hill.




Sessional work assessment




Assignments (minimum 2)

2 x 7.5 = 15

2 tests

2 x 15 = 30

Regularity

= 05

Total marks

= 50


University examination pattern

QI - 8 short type questions of 5 marks each, 2 from each module

QII - 2 questions of 15 marks each from module I with choice to answer any one

QIII - 2 questions of 15 marks each from module II with choice to answer any one

QIV - 2 questions of 15 marks each from module HI with choice to answer any one

Q V - 2 questions of 15 marks each from module IV with choice to answer any one.

CS04 705D : STOCHASTIC PROCESSES

(Common with IT04 705D)

3 hours lecture and 1 hour tutorial per week


[Objective: Dynamic indeterminism is to be analyzed in any field of Science and Technology with reference to time, which is in other words defined as random processes. Students are introduced to various methods to model and analyze such systems.]


Module I (12 hours)

Markov chains and poisson processes (a brief revision) - continuous time Markov chains - definition -transition probability function - Chapman -Kolmogorov equations - rate matrix - Kolmogorov forward and backward equations - computing the transition probabilities - limiting probabilities - pure birth process - birth and death process - M/ M/ 1 queue.


Module II (12hours)

Renewal theory and its applications - the renewal process N(t) - distribution of N(t) - renewal function - renewal equation - limit theorems and their applications - elementary renewal theorem (without proof) - applications of renewal theorem - central limit theorem of renewal processes (without proof) - renewal reward processes - regenerative processes - delayed renewal processes – alternating renewal processes.


Module III (12 hours)

Queueing theory I: introduction - preliminaries - cost equations - Little's formula -steady state probability. - exponential models - single server exponential queueing system - single server exponential - system having finite capacity – a queueing system with bulk service - network of queues - open systems – closed systems - the system M/G/l - preliminaries - work and cost identity – applications of work to M/G/I - busy periods - discussion ofM/D/1 model and M/Ek/l model.


Module IV (12 hours)

Queueing theory II: variations on the M/G/l - the M/G/I with random sized batch arrivals - priority queues - the model G/M/I - the G/M/l busy and idle periods - multi server queues - Erlang loss system - the M/M/k queue -the G/M/ k queue - the M/G/k queue - M/G/oo queue.


Text books

1. Ross S.M., Introduction to Probability Models, Sixth edition, Harcourt AsiaPvt. Ltd. and

Academic Press Chapter 6 Sections 6.1,6.2,6.3,6.4,6.5, 6.8; Chapter 7 Sections

7.1,7.2,7.3,7.4,7.5; Chapter-S Section 8.1 to 8.5 for module III and remaining for module IV


Reference books

1. Ross S.M., Introduction to Probability Models, Sixth edition, Harcourt Asia Pvt. Ltd.

and Academic Press

2. Medhi J., Stochastic Processes, Wiley Eastern Ltd.



Sessional work assessment




Assignments (minimum 2)

2 x 7.5 = 15

2 tests

2 x 15 = 30

Regularity

= 05

Total marks

= 50


University examination pattern

QI - 8 short type questions of 5 marks each, 2 from each module

QII - 2 questions of 15 marks each from module l with choice to answer any one

Q III - 2 questions of 15 marks each from module II with choice to answer any one

QIV - 2 questions of 15 marks each from module III with choice to answer any one

Q V - 2 questions of 15 marks each from module IV with choice to answer any one.
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