Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal Course of Study and Scheme of Examination
B.E. Computer Science and Engineering SEMESTER – VIII( Proposed)
Scheme: BE (CS)
S. No | Course Category | Course Code (New) | Name of Course | Hours Per week | C R E D I T S | Distribution of Marks | |||||||
Theory Exam | Practical Block | Internal Assessment | Total | ||||||||||
MST | TW | Total III | |||||||||||
L | T | P | C | I | II | I+II+III | |||||||
1 | DC-24 | CS801 | Soft Computing | 3 | 1 | 2 | 6 | 100 | 50 | 20 | 30 | 50 | 200 |
2 | DC-25 | CS/IT802 | Web Engineering | 3 | 1 | 2 | 6 | 100 | 50 | 20 | 30 | 50 | 200 |
3 | DCO(E)-III | Refer table below | Elective-III | 3 | 1 | 0 | 4 | 100 | - | 20 | - | 20 | 120 |
4 | DCO(E)-IV | Refer table below | Elective-IV | 3 | 1 | 0 | 4 | 100 | - | 20 | - | 20 | 120 |
5 | DC-26 | CS803 | Major Project | 0 | 0 | 8 | 8 | - | 100 | - | 200 | 200 | 300 |
6 | NECC-11 | CS804 | Self Study | 0 | 0 | 2 | 2 | - | - | - | 30 | 30 | 30 |
7 | NECC-12 | CS805 | Seminar/Group Discussion etc. | 0 | 0 | 2 | 2 | - | - | - | 30 | 30 | 30 |
Total | 12 | 4 | 16 | 32 | 400 | 200 | 80 | 320 | 400 | 1000 | |||
MST-Mid Semester Test, TW- Term Work
ELECTIVE-III | |||||
CS8301 | Bioinformatics | CS8302 | Digital Image Processing | CS8303 | Wireless Networks |
ELECTIVE-IV | |||||
CS8401 | Advance Computing Paradigm | CS8402 | Robotics | CS8403 | MANET & High Speed Network |
Note:- 1.Minimum strength of Ten Students is required to offer an Elective in the College in a particular Academic Session.
Choice of Elective Course ones made for an examination cannot be changed for future examinations.
Elective Courses for B.E. programme in IT & CS are common, but certain elective courses, which have been given as core courses in any scheme cannot be offered by students of that branch as an elective
W.e.f :- July- 2010 Academic Section-2010-11
RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
PROGRAMME: B.E. Computer Science & Engineering, VIII semester
Course: CS801 Soft Computing (Proposed)
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | Credit-6C | THEORY PAPER | ||
Departmental Core DC-24 | Soft Computing | CS801 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 2 | ||||
Unit – I
Soft Computing : Introduction of soft computing, soft computing vs. hard computing, various types of soft computing techniques, applications of soft computing.
Artificial Intelligence : Introduction, Various types of production systems, characteristics of production systems, breadth first search, depth first search techniques, other Search Techniques like hill Climbing, Best first Search, A* algorithm, AO* Algorithms and various types of control strategies. Knowledge representation issues, Prepositional and predicate logic, monotonic and non monotonic reasoning, forward Reasoning, backward reasoning, Weak & Strong Slot & filler structures, NLP.
Unit – II
Neural Network : Structure and Function of a single neuron: Biological neuron, artificial neuron, definition of ANN, Taxonomy of neural net, Difference between ANN and human brain, characteristics and applications of ANN, single layer network, Perceptron training algorithm, Linear separability, Widrow & Hebb;s learning rule/Delta rule, ADALINE, MADALINE, AI v/s ANN. Introduction of MLP, different activation functions, Error back propagation algorithm, derivation of BBPA, momentum, limitation, characteristics and application of EBPA,
Unit – III
Counter propagation network, architecture, functioning & characteristics of counter Propagation network, Hopfield/ Recurrent network, configuration, stability constraints, associative memory, and characteristics, limitations and applications. Hopfield v/s Boltzman machine. Adaptive Resonance Theory: Architecture, classifications, Implementation and training. Associative Memory.
Unit – IV
Fuzzy Logic: Fuzzy set theory, Fuzzy set versus crisp set, Crisp relation & fuzzy relations, Fuzzy systems: crisp logic, fuzzy logic, introduction & features of membership functions,
Fuzzy rule base system : fuzzy propositions, formation, decomposition & aggregation of fuzzy rules, fuzzy reasoning, fuzzy inference systems, fuzzy decision making & Applications of fuzzy logic.
Unit – V
Genetic algorithm : Fundamentals, basic concepts, working principle, encoding, fitness function, reproduction, Genetic modeling: Inheritance operator, cross over, inversion & deletion, mutation operator, Bitwise operator, Generational Cycle, Convergence of GA, Applications & advances in GA, Differences & similarities between GA & other traditional methods.
References :
S, Rajasekaran & G.A. Vijayalakshmi Pai, Neural Networks, Fuzzy Logic & Genetic Algorithms, Synthesis & applications, PHI Publication.
S.N. Sivanandam & S.N. Deepa, Principles of Soft Computing, Wiley Publications Rich E and Knight K, Artificial Intelligence, TMH, New Delhi.
Bose, Neural Network fundamental with Graph , Algo.& Appl, TMH Kosko: Neural Network & Fuzzy System, PHI Publication
Klir & Yuan ,Fuzzy sets & Fuzzy Logic: Theory & Appli.,PHI Pub. Hagen, Neural Network Design, Cengage Learning
PROGRAMME: B.E. Computer Science & Engineering, VIII Semester.
Course: CS 802 Web Engineering( Proposed)
Course Contents
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT- 6 C | THEORY PAPER | ||
Departmental Core DC-25 | Web Engineering | CS 802 | L | T | P | Max.Marks- 100 |
3 | 1 | 2 | ||||
Min.Marks-35 | ||||||
Duration-3hrs. | ||||||
UNIT-1
An Introduction to Web Engineering, History of web Development, Time line, Motivation, Categories of Web Applications, Characteristics of Web Applications. Evolution and Need for Web Engineering, Web Engineering Models, Software Engineering v/s Web Engineering . World Wide Web: Introduction to TCP/IP and WAP, DNS, Email, TelNet, HTTP and FTP. Introduction to Browser and search engines, Search fundamentals, Search strategies, Directories search engines and Meta search engines, Working of the search engines , Miscellaneous Web Browser details, Introduction to Web Servers: Features of web servers, caching, case study-IIS, Apache, Configuring web servers.
UNIT- 2
Information Architecture: The role of the Information Architect, Collaboration and Communication, Organizing Information, Organizational Challenges, Organizing Web sites parameters and Intranets
Creating Cohesive Websites: Conceptual Overview Website Development, Website Design issues, Conceptual Design, High-Level Design, Indexing the Right Stuff, Grouping Content. Architectural Page Mockups, Design Sketches, Navigation Systems. Searching Systems
Good & bad web design, Process of Web Publishing. Phases of Web Site development, enhancing your web-site, submission of website to search engines
Web security issues, security audit of websites, Web effort estimation, Productivity, Measurement, Quality usability and reliability.
Requirements Engineering for Web Applications: Introduction, Fundamentals, Requirement Source, Type, ,Notations Tools. Principles Requirements Engineering Activities , Adapting RE Methods to Web Application.
UNIT- 3
Technologies for Web Applications: HTML and DHTML, HTML Basic Concepts, Static and dynamic HTML, Structure of HTML documents, HTML Elements, Linking in HTML, Anchor Attributes, Image Maps, Meta Information, Image Preliminaries, Layouts, Backgrounds, Colors and Text, Fonts, Tables, Frames and layers, Audio and Video Support with HTML
Database integration, CSS, Positioning with Style sheets, Forms Control, Form. Elements. Introduction to CGI PERL, JAVA SCRIPT, PHP, ASP , Cookies Creating and Reading Cookies
UNIT-4
Technologies for Web Applications: Introduction of XML, Validation of XML documents, DTD, Ways to use XML, XML for data files, HTML Vs XML, Embedding XML into HTML documents, Converting XML to HTML for Display, Displaying XML using CSS and XSL, Rewriting HTML as XML,Relationship between HTML, SGML and XML, web personalization , Semantic web, Semantic Web Services, Ontology.
UNIT- 5
E- Commerce, E-commerce Business Models, The Internet and World Wide Web: E-commerce Infrastructure, Building an E-commerce Web Site , Electronic Commerce environment and opportunities. Modes of Electronic Commerce, Approaches to safe Electronic Commerce
,Electronic Cash and Electronic Payment Schemes ,Online Security and Payment Systems, E- commerce Marketing Concepts, Advertising on the Internet: issues an Technologies, E- commerce Marketing Concepts Electronic Publishing issues, approaches, legalities and technologies ,Privacy and Security Topics: Introduction, Web Security , Encryption schemes, Secure Web document, Digital Signatures and Firewalls, Cyber crime and laws, IT Act.
TERM WORK
At least ten practical experiments based on above syllabus and a mini project is desirable to be completed by a group of three that cover following tools.
HTML
DHTML
PHP
- XML
Java Script, CGI, PERL
ASP
Recommended Books:
Roger S.Pressman, David Lowe, “Web Engineering”, Tata Mcgraw Hill Publication, 2007
Achyut S Godbole and Atul Kahate, “Web Technologies”, Tata McGraw Hill
Gopalan N P ,Akilandeswari “Web Technology: A Developer s Perspective” , PHI
NEIL GRAY “Web server Programming” WIley
CHRIS BATES Web Programming :Building Internet applications Wiley
Moller, “An Introduction to XML and Web Technologies” , Pearson Education New Delhi, 2009
Beginning XML 4th Edition Hnter, Refter, Fawset Wiley India
Internet & World Wide Web How to Program, Pearson education, 3rd edition, by: H.M. Deitel, P.J. Deitel, A.B. Goldberg.
C. Xavier, “Web Technology & Design ”, Tata McGraw Hill.
10 Ivan Bay Ross, “HTML,DHTML,Java script,Perl CGI” , BPB
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT-4C | THEORY PAPER | ||
Departmental Elective DCO(E)-III | BIOINFORMATICS | CS-8301 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction to bioinformatics, objectives of bioinformatics, Basic chemistry of nucleic acids, structure of DNA & RNA, Genes, structure of bacterial chromosome, cloning methodology, Data maintenance and Integrity Tasks.
Types of databases, Nucleotide sequence databases, Protein sequence databases, Protein structure databases, Normalization, Data cleaning and transformation, Protein folding, protein function, protein- purification and characterization, Introduction to Java clients, CORBA, Using MYSQL, Feature Extraction.
Introduction to sequence analysis, Models for sequence analysis, Methods of optimal alignment, Tools for sequence alignment, Dynamics Programming, Heuristic Methods, Multiple sequence Alignment
Cracking the Genome, Biological decoder ring, finding genes through mathematics & learning, Genes prediction tools, Gene Mapping, Application of Mapping, Modes of Gene Expression data, Mining the Gene Expression Data
Proteome analysis, tools for proteome analysis, Genetic networks, Network properties and analysis, complete pathway simulation: E-cell, Genomic analysis for DNA & Protein sequences , Strategies and options for similarity search , flowcharts for protein structure prediction .
Gopal & Jones, BIOINFORMATICS with fundamentals of Genomics & Proteomics ,TMH Pub
Rastogi , Bioinformatics –Concepts , skills & Applications , CBS Pub
Bergeron , Bioinformatics computing , PHI
Claverie , Bioinformatics , Wiley pub
Baxevanis , Bioinformatics , Wiley Pub
Stekel , Micrarray BioInformatics , Cambridge
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT-4C | THEORY PAPER | ||
Departmental Elective DCO(E)-III | Digital Image Processing | CS-8302 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
COURSE CONTENTS
Digital Image fundamentals, A simple image model, Sampling and Quantization. Relationship between pixels. Imaging geometry. Image acquisition systems, Different types of digital images
Image transformations, Introduction to Fourier transforms, Discrete Fourier transforms, Fast Fourier transform, Walsh transformation, Hadmord transformation, Discrete Cosine Transformation.
Image enhancement, Filters in spatial and frequency domains, Histogram based processing. Image subtraction, Averaging, Image smoothing, Nedion filtering, Low pass filtering, Image sharpening by High pass filtering.
Image encoding and segmentation, Encoding: Mapping, Quantizer, Coder. Error free compression, Lossy Compression schemes. JPEG Compression standard. Detection of discontinuation by point detection, Line detection, edge detection, Edge linking and boundary detection, Local analysis, Global processing via Hough transforms and graph theoretic techniques
Mathematical morphology- Binary, Dilation, crosses, Opening and closing, Simple methods of representation, Signatures, Boundary segments, Skeleton of a region, Polynomial approximation
Rafael C Gonzalez, Richard E Woods 3rd Edition, Digital Image Processing Pearson.
Rafael C Gonzalez, Richard E Woods 3rd Edition, Digital Image Processing using Matlab – TMH.
Sonka, Digital Image Processing & Computer Vision , Cengage Learning
4 Jayaraman, Digital Image Processing, TMH.
5. Pratt, Digital Image Processing, Wiley India
6 Annadurai, Fundamentals of Digital Image Processing ,Pearson Education .
Course : CS 8303 Wireless Network (Proposed)
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-III | Wireless Networks | CS -8303 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction of Wireless Networks, Different Generations of Wireless Networks.
Characteristics of the Wireless Medium: Radio Propagation Mechanisms, Path Loss Modelling and Signal Coverage, Effect of Multipath and Doppler, Channel Measurement and Modelling Techniques.
Network Planning: Introduction, Wireless Network Topologies, Cellular Topology, Cell Fundamentals, Signal to Interferences Radio Calculations, Network Planning for CDMA Systems.
Wireless Network Operations: Mobility Management, Radio Resources and Power Management
Multiple Division Techniques: FDMA, TDMA, CDMA, OFDM, SDMA. Comparison of Multiple Division Techniques, Modulation Techniques – AM, FM, FSK, PSK, QPSK, QAM, 16QAM
Mobile Data Networks: Introduction, Data Oriented CDPD Network, GPRS, EDGE and High Data Rates, SMS in GSM, Mobile Application Protocols.
Introduction to Wireless LAN, Evolution of WLAN, Wireless Home Networking, Technologies for Home Area Network (HAN), Overview of IEEE 802.11, Reference Architecture, PHY and MAC Layer, Wireless ATM, HIPERLAN.
IEEE 802.15 WPAN, HomeRF, Bluetooth, Interference between Bluetooth and 802.11, Adhoc Networks, Introduction to 2.5 G and 3 G Networks.
Kaveh Pahlavan, Prashant Krishnamurthy “principles of Wireless Networks”, PHI.
Qing- An Zeng, Dharma Prakash Agrawal “Introduction to Wireless and Mobile Systems” CENGAGE Learning.
Sumit Kasera, Nishit Narang, A P Priyanka “2.5 G Mobile Networks: GPRS and EDGE”, TMH
Dr. KAMILO FEHER “Wireless Digital Communications” , PHI
Jochen Schiller “ Mobile Communications”, PEARSON
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-IV | Advance Computing Paradigm | CS -8401 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction to Grid Computing , Types of grids ,Grid Activities , e governance , Grid Applications , Grid Computing Organizations and their roles , Grid Architecture ,Grid computing Applications.
Cluster Computing-Definition and Architecture of a cluster ,Cluster Programming Environment and Tools .
History of molecular electronics , Molecular scale electronic , Quantum mechanic ,Quantum Gates and Circuits , Implementation of Quantum Computer , Quantum Algorithms .
Introduction to Nano Computing, Nano Computing Technology, Nano Information Processing, Physics of Nano Computing, Introduction to Molecular & Optical Computing.
Mobile computing , Adaptability , Mobility Management ,Context –Aware Computing and its applications
, Introduction to Ad Hoc and Sensor Networks , Approaches to Security .
Overview of Cloud Computing, Cloud Components , Applications ,Hardware and Infrastructure , Accessing the cloud , Cloud Storage ,Future of Cloud Computing .
Janakiram , Grid Computing ,TMH Pub
Prabhu , Grid and Cluster Computing , PHI Pub
3 Vishal Sahani & Goswami, Nano Computing, TMH Pub
Bhunia , Introduction to Quantum Computing , New Age Int. Pub
Adelstein & Gupta , Fundamentals of Mobile and Pervasive Computing , TMH Pub
Velte , Cloud Computing , McGraw Hill Pub
PROGRAMME: B.E. Computer Science & Engineering, VIII Semester
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDITS - 4C | THEORY PAPERS | ||
Departmental Electives DCO(E)-IV | Robotics | CS8402 | L 3 | T 1 | P 0 | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
Introduction to robotics ,Robot Usage , Robot subsystems, Robot Classification , Technology of Robots , Basic Principles in robotics
Robot Architecture , Descriptions: Positions , Orientations and Frames , Mappings :Changing descriptions from Frame to Frame ,Operators: Translations ,Rotations , and Transformations , Transform Equations , Coordinate Transformations , Sensor Classification , Internal Sensors ,External sensors , Vision system , sensor selection .
Link- Connection Description , Forward and Inverse Positional Analysis , Velocity Analysis: Jacobian Matrix ,Link Velocities , Acceleration analysis , Statics: Forces and Moment Balance , Recursive Calculation , Equivalent Joint Torques , Force Ellipsoid,
Dynamics : Inertia Properties , Dynamics Algorithms .
Control Techniques , Second order Linear systems , Feedback Control , Performance of feedback control systems , Joint controller , Non linear Trajectory Control , State space Representation and control , Stability , Cartesian and force controls
Joint space Planning ,Cartesian space planning ,Position and orientation Trajectories , Point to Point Planning , Continuous path Generation , Computational speed , Hardware requirements , Control considerations , Robot Programming , Hardware architecture .
A case study for Autonomous Mobile Robot .
Saha , Introduction to Robotics , TMH Pub.
Craig , Introduction to Robotics ,Mechanics and control , Pearson Pub
Ghosal , Robotics –Fundamental Concepts and Analysis , Oxford Pub.
Niku , Introduction to Robotics:Analysis , System & Applications , PHI
Fu , Robotics ,TMH Pub
RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
PROGRAMME : B.E. Computer Science & Engineering, VIII semester Course : CS 8403 MANET & HIGH SPEED NETWORKS (Proposed)
Course Contents
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-IV | MANET & HIGH SPEED NETWORKS | CS 8403 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Adhoc – Wireless N/WS : Introduction, Cellular vs Adhoc wireless Networks, Applications of Adhoc wireless Networks, Issues in Adhoc wireless N/WS. Heterogeneity in Mobile devices, Wireless Sensor N/WS, traffic Profiles, Types of Adhoc Mobile Communications, Types of Mobile Host movements, Challenges facing Ad hoc mobile N/WS.
Adhoc Wireless Media Access Protocols :- Introduction Synchronous MAC Protocol & asynchronous MAC protocol, Problems in Adhoc channel Access Receiver Initiated MAC protocols, Sender. Initiated MAC Protocol, Existing Adhoc MAC Protocol.
Overview of Adhoc Routing Protocols :- Table Driver Approaches :- DSDV, WRP, CSGR, Source Initiated On demand Approaches : AODV, DSR, TORA, SSR, LAR, PAR, ZRP, RDMAR.
Communication Performance of Adhoc Networks , Route discovery time, End to End Delay Performance, Communication throughput performance, Packet loss performance, Route reconfiguration time, Energy Conservation & Power life issues.
High Speed Networks Frame relays, Packet Switching Vs frame relay N/WS. Asychronous transfer node, ATM protocol architecture, ATM Logical Connection, ATM Cells, AAL, High Speed LANS, FAST Ethernet, fiber channel wireless LANS.
Muthukumaran, Intorduction to high Performance Network, TMH
CK Toh, Adhoc Mobile Wireless Networks Protocols & Systems, Pearson.Pearson Publication
C-Siva Ram Murthy & B S Majo , Adhoc Wireless Networks, Architectures Protocols Pearson.Pearson Publication
High speed N/WS & Internals, Performance & QOS William Stalling., IInd Edition. Pearson Publication
Computer System& Network, Bluldell, Cengage Learning
Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal Course of Study and Scheme of Examination
B.E. Computer Science and Engineering SEMESTER – VIII( Proposed)
Scheme: BE (CS)
S. No | Course Category | Course Code (New) | Name of Course | Hours Per week | C R E D I T S | Distribution of Marks | |||||||
Theory Exam | Practical Block | Internal Assessment | Total | ||||||||||
MST | TW | Total III | |||||||||||
L | T | P | C | I | II | I+II+III | |||||||
1 | DC-24 | CS801 | Soft Computing | 3 | 1 | 2 | 6 | 100 | 50 | 20 | 30 | 50 | 200 |
2 | DC-25 | CS/IT802 | Web Engineering | 3 | 1 | 2 | 6 | 100 | 50 | 20 | 30 | 50 | 200 |
3 | DCO(E)-III | Refer table below | Elective-III | 3 | 1 | 0 | 4 | 100 | - | 20 | - | 20 | 120 |
4 | DCO(E)-IV | Refer table below | Elective-IV | 3 | 1 | 0 | 4 | 100 | - | 20 | - | 20 | 120 |
5 | DC-26 | CS803 | Major Project | 0 | 0 | 8 | 8 | - | 100 | - | 200 | 200 | 300 |
6 | NECC-11 | CS804 | Self Study | 0 | 0 | 2 | 2 | - | - | - | 30 | 30 | 30 |
7 | NECC-12 | CS805 | Seminar/Group Discussion etc. | 0 | 0 | 2 | 2 | - | - | - | 30 | 30 | 30 |
Total | 12 | 4 | 16 | 32 | 400 | 200 | 80 | 320 | 400 | 1000 | |||
MST-Mid Semester Test, TW- Term Work
ELECTIVE-III | |||||
CS8301 | Bioinformatics | CS8302 | Digital Image Processing | CS8303 | Wireless Networks |
ELECTIVE-IV | |||||
CS8401 | Advance Computing Paradigm | CS8402 | Robotics | CS8403 | MANET & High Speed Network |
Note:- 1.Minimum strength of Ten Students is required to offer an Elective in the College in a particular Academic Session.
Choice of Elective Course ones made for an examination cannot be changed for future examinations.
Elective Courses for B.E. programme in IT & CS are common, but certain elective courses, which have been given as core courses in any scheme cannot be offered by students of that branch as an elective
W.e.f :- July- 2010 Academic Section-2010-11
RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
PROGRAMME: B.E. Computer Science & Engineering, VIII semester
Course: CS801 Soft Computing (Proposed)
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | Credit-6C | THEORY PAPER | ||
Departmental Core DC-24 | Soft Computing | CS801 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 2 | ||||
Unit – I
Soft Computing : Introduction of soft computing, soft computing vs. hard computing, various types of soft computing techniques, applications of soft computing.
Artificial Intelligence : Introduction, Various types of production systems, characteristics of production systems, breadth first search, depth first search techniques, other Search Techniques like hill Climbing, Best first Search, A* algorithm, AO* Algorithms and various types of control strategies. Knowledge representation issues, Prepositional and predicate logic, monotonic and non monotonic reasoning, forward Reasoning, backward reasoning, Weak & Strong Slot & filler structures, NLP.
Unit – II
Neural Network : Structure and Function of a single neuron: Biological neuron, artificial neuron, definition of ANN, Taxonomy of neural net, Difference between ANN and human brain, characteristics and applications of ANN, single layer network, Perceptron training algorithm, Linear separability, Widrow & Hebb;s learning rule/Delta rule, ADALINE, MADALINE, AI v/s ANN. Introduction of MLP, different activation functions, Error back propagation algorithm, derivation of BBPA, momentum, limitation, characteristics and application of EBPA,
Unit – III
Counter propagation network, architecture, functioning & characteristics of counter Propagation network, Hopfield/ Recurrent network, configuration, stability constraints, associative memory, and characteristics, limitations and applications. Hopfield v/s Boltzman machine. Adaptive Resonance Theory: Architecture, classifications, Implementation and training. Associative Memory.
Unit – IV
Fuzzy Logic: Fuzzy set theory, Fuzzy set versus crisp set, Crisp relation & fuzzy relations, Fuzzy systems: crisp logic, fuzzy logic, introduction & features of membership functions,
Fuzzy rule base system : fuzzy propositions, formation, decomposition & aggregation of fuzzy rules, fuzzy reasoning, fuzzy inference systems, fuzzy decision making & Applications of fuzzy logic.
Unit – V
Genetic algorithm : Fundamentals, basic concepts, working principle, encoding, fitness function, reproduction, Genetic modeling: Inheritance operator, cross over, inversion & deletion, mutation operator, Bitwise operator, Generational Cycle, Convergence of GA, Applications & advances in GA, Differences & similarities between GA & other traditional methods.
References :
S, Rajasekaran & G.A. Vijayalakshmi Pai, Neural Networks, Fuzzy Logic & Genetic Algorithms, Synthesis & applications, PHI Publication.
S.N. Sivanandam & S.N. Deepa, Principles of Soft Computing, Wiley Publications Rich E and Knight K, Artificial Intelligence, TMH, New Delhi.
Bose, Neural Network fundamental with Graph , Algo.& Appl, TMH Kosko: Neural Network & Fuzzy System, PHI Publication
Klir & Yuan ,Fuzzy sets & Fuzzy Logic: Theory & Appli.,PHI Pub. Hagen, Neural Network Design, Cengage Learning
PROGRAMME: B.E. Computer Science & Engineering, VIII Semester.
Course: CS 802 Web Engineering( Proposed)
Course Contents
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT- 6 C | THEORY PAPER | ||
Departmental Core DC-25 | Web Engineering | CS 802 | L | T | P | Max.Marks- 100 |
3 | 1 | 2 | ||||
Min.Marks-35 | ||||||
Duration-3hrs. | ||||||
UNIT-1
An Introduction to Web Engineering, History of web Development, Time line, Motivation, Categories of Web Applications, Characteristics of Web Applications. Evolution and Need for Web Engineering, Web Engineering Models, Software Engineering v/s Web Engineering . World Wide Web: Introduction to TCP/IP and WAP, DNS, Email, TelNet, HTTP and FTP. Introduction to Browser and search engines, Search fundamentals, Search strategies, Directories search engines and Meta search engines, Working of the search engines , Miscellaneous Web Browser details, Introduction to Web Servers: Features of web servers, caching, case study-IIS, Apache, Configuring web servers.
UNIT- 2
Information Architecture: The role of the Information Architect, Collaboration and Communication, Organizing Information, Organizational Challenges, Organizing Web sites parameters and Intranets
Creating Cohesive Websites: Conceptual Overview Website Development, Website Design issues, Conceptual Design, High-Level Design, Indexing the Right Stuff, Grouping Content. Architectural Page Mockups, Design Sketches, Navigation Systems. Searching Systems
Good & bad web design, Process of Web Publishing. Phases of Web Site development, enhancing your web-site, submission of website to search engines
Web security issues, security audit of websites, Web effort estimation, Productivity, Measurement, Quality usability and reliability.
Requirements Engineering for Web Applications: Introduction, Fundamentals, Requirement Source, Type, ,Notations Tools. Principles Requirements Engineering Activities , Adapting RE Methods to Web Application.
UNIT- 3
Technologies for Web Applications: HTML and DHTML, HTML Basic Concepts, Static and dynamic HTML, Structure of HTML documents, HTML Elements, Linking in HTML, Anchor Attributes, Image Maps, Meta Information, Image Preliminaries, Layouts, Backgrounds, Colors and Text, Fonts, Tables, Frames and layers, Audio and Video Support with HTML
Database integration, CSS, Positioning with Style sheets, Forms Control, Form. Elements. Introduction to CGI PERL, JAVA SCRIPT, PHP, ASP , Cookies Creating and Reading Cookies
UNIT-4
Technologies for Web Applications: Introduction of XML, Validation of XML documents, DTD, Ways to use XML, XML for data files, HTML Vs XML, Embedding XML into HTML documents, Converting XML to HTML for Display, Displaying XML using CSS and XSL, Rewriting HTML as XML,Relationship between HTML, SGML and XML, web personalization , Semantic web, Semantic Web Services, Ontology.
UNIT- 5
E- Commerce, E-commerce Business Models, The Internet and World Wide Web: E-commerce Infrastructure, Building an E-commerce Web Site , Electronic Commerce environment and opportunities. Modes of Electronic Commerce, Approaches to safe Electronic Commerce
,Electronic Cash and Electronic Payment Schemes ,Online Security and Payment Systems, E- commerce Marketing Concepts, Advertising on the Internet: issues an Technologies, E- commerce Marketing Concepts Electronic Publishing issues, approaches, legalities and technologies ,Privacy and Security Topics: Introduction, Web Security , Encryption schemes, Secure Web document, Digital Signatures and Firewalls, Cyber crime and laws, IT Act.
TERM WORK
At least ten practical experiments based on above syllabus and a mini project is desirable to be completed by a group of three that cover following tools.
HTML
DHTML
PHP
- XML
Java Script, CGI, PERL
ASP
Recommended Books:
Roger S.Pressman, David Lowe, “Web Engineering”, Tata Mcgraw Hill Publication, 2007
Achyut S Godbole and Atul Kahate, “Web Technologies”, Tata McGraw Hill
Gopalan N P ,Akilandeswari “Web Technology: A Developer s Perspective” , PHI
NEIL GRAY “Web server Programming” WIley
CHRIS BATES Web Programming :Building Internet applications Wiley
Moller, “An Introduction to XML and Web Technologies” , Pearson Education New Delhi, 2009
Beginning XML 4th Edition Hnter, Refter, Fawset Wiley India
Internet & World Wide Web How to Program, Pearson education, 3rd edition, by: H.M. Deitel, P.J. Deitel, A.B. Goldberg.
C. Xavier, “Web Technology & Design ”, Tata McGraw Hill.
10 Ivan Bay Ross, “HTML,DHTML,Java script,Perl CGI” , BPB
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT-4C | THEORY PAPER | ||
Departmental Elective DCO(E)-III | BIOINFORMATICS | CS-8301 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction to bioinformatics, objectives of bioinformatics, Basic chemistry of nucleic acids, structure of DNA & RNA, Genes, structure of bacterial chromosome, cloning methodology, Data maintenance and Integrity Tasks.
Types of databases, Nucleotide sequence databases, Protein sequence databases, Protein structure databases, Normalization, Data cleaning and transformation, Protein folding, protein function, protein- purification and characterization, Introduction to Java clients, CORBA, Using MYSQL, Feature Extraction.
Introduction to sequence analysis, Models for sequence analysis, Methods of optimal alignment, Tools for sequence alignment, Dynamics Programming, Heuristic Methods, Multiple sequence Alignment
Cracking the Genome, Biological decoder ring, finding genes through mathematics & learning, Genes prediction tools, Gene Mapping, Application of Mapping, Modes of Gene Expression data, Mining the Gene Expression Data
Proteome analysis, tools for proteome analysis, Genetic networks, Network properties and analysis, complete pathway simulation: E-cell, Genomic analysis for DNA & Protein sequences , Strategies and options for similarity search , flowcharts for protein structure prediction .
Gopal & Jones, BIOINFORMATICS with fundamentals of Genomics & Proteomics ,TMH Pub
Rastogi , Bioinformatics –Concepts , skills & Applications , CBS Pub
Bergeron , Bioinformatics computing , PHI
Claverie , Bioinformatics , Wiley pub
Baxevanis , Bioinformatics , Wiley Pub
Stekel , Micrarray BioInformatics , Cambridge
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDIT-4C | THEORY PAPER | ||
Departmental Elective DCO(E)-III | Digital Image Processing | CS-8302 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
COURSE CONTENTS
Digital Image fundamentals, A simple image model, Sampling and Quantization. Relationship between pixels. Imaging geometry. Image acquisition systems, Different types of digital images
Image transformations, Introduction to Fourier transforms, Discrete Fourier transforms, Fast Fourier transform, Walsh transformation, Hadmord transformation, Discrete Cosine Transformation.
Image enhancement, Filters in spatial and frequency domains, Histogram based processing. Image subtraction, Averaging, Image smoothing, Nedion filtering, Low pass filtering, Image sharpening by High pass filtering.
Image encoding and segmentation, Encoding: Mapping, Quantizer, Coder. Error free compression, Lossy Compression schemes. JPEG Compression standard. Detection of discontinuation by point detection, Line detection, edge detection, Edge linking and boundary detection, Local analysis, Global processing via Hough transforms and graph theoretic techniques
Mathematical morphology- Binary, Dilation, crosses, Opening and closing, Simple methods of representation, Signatures, Boundary segments, Skeleton of a region, Polynomial approximation
Rafael C Gonzalez, Richard E Woods 3rd Edition, Digital Image Processing Pearson.
Rafael C Gonzalez, Richard E Woods 3rd Edition, Digital Image Processing using Matlab – TMH.
Sonka, Digital Image Processing & Computer Vision , Cengage Learning
4 Jayaraman, Digital Image Processing, TMH.
5. Pratt, Digital Image Processing, Wiley India
6 Annadurai, Fundamentals of Digital Image Processing ,Pearson Education .
Course : CS 8303 Wireless Network (Proposed)
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-III | Wireless Networks | CS -8303 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction of Wireless Networks, Different Generations of Wireless Networks.
Characteristics of the Wireless Medium: Radio Propagation Mechanisms, Path Loss Modelling and Signal Coverage, Effect of Multipath and Doppler, Channel Measurement and Modelling Techniques.
Network Planning: Introduction, Wireless Network Topologies, Cellular Topology, Cell Fundamentals, Signal to Interferences Radio Calculations, Network Planning for CDMA Systems.
Wireless Network Operations: Mobility Management, Radio Resources and Power Management
Multiple Division Techniques: FDMA, TDMA, CDMA, OFDM, SDMA. Comparison of Multiple Division Techniques, Modulation Techniques – AM, FM, FSK, PSK, QPSK, QAM, 16QAM
Mobile Data Networks: Introduction, Data Oriented CDPD Network, GPRS, EDGE and High Data Rates, SMS in GSM, Mobile Application Protocols.
Introduction to Wireless LAN, Evolution of WLAN, Wireless Home Networking, Technologies for Home Area Network (HAN), Overview of IEEE 802.11, Reference Architecture, PHY and MAC Layer, Wireless ATM, HIPERLAN.
IEEE 802.15 WPAN, HomeRF, Bluetooth, Interference between Bluetooth and 802.11, Adhoc Networks, Introduction to 2.5 G and 3 G Networks.
Kaveh Pahlavan, Prashant Krishnamurthy “principles of Wireless Networks”, PHI.
Qing- An Zeng, Dharma Prakash Agrawal “Introduction to Wireless and Mobile Systems” CENGAGE Learning.
Sumit Kasera, Nishit Narang, A P Priyanka “2.5 G Mobile Networks: GPRS and EDGE”, TMH
Dr. KAMILO FEHER “Wireless Digital Communications” , PHI
Jochen Schiller “ Mobile Communications”, PEARSON
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-IV | Advance Computing Paradigm | CS -8401 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Introduction to Grid Computing , Types of grids ,Grid Activities , e governance , Grid Applications , Grid Computing Organizations and their roles , Grid Architecture ,Grid computing Applications.
Cluster Computing-Definition and Architecture of a cluster ,Cluster Programming Environment and Tools .
History of molecular electronics , Molecular scale electronic , Quantum mechanic ,Quantum Gates and Circuits , Implementation of Quantum Computer , Quantum Algorithms .
Introduction to Nano Computing, Nano Computing Technology, Nano Information Processing, Physics of Nano Computing, Introduction to Molecular & Optical Computing.
Mobile computing , Adaptability , Mobility Management ,Context –Aware Computing and its applications
, Introduction to Ad Hoc and Sensor Networks , Approaches to Security .
Overview of Cloud Computing, Cloud Components , Applications ,Hardware and Infrastructure , Accessing the cloud , Cloud Storage ,Future of Cloud Computing .
Janakiram , Grid Computing ,TMH Pub
Prabhu , Grid and Cluster Computing , PHI Pub
3 Vishal Sahani & Goswami, Nano Computing, TMH Pub
Bhunia , Introduction to Quantum Computing , New Age Int. Pub
Adelstein & Gupta , Fundamentals of Mobile and Pervasive Computing , TMH Pub
Velte , Cloud Computing , McGraw Hill Pub
PROGRAMME: B.E. Computer Science & Engineering, VIII Semester
CATEGORY OF COURSE | COURSE TITLE | COURSE CODE | CREDITS - 4C | THEORY PAPERS | ||
Departmental Electives DCO(E)-IV | Robotics | CS8402 | L 3 | T 1 | P 0 | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
Introduction to robotics ,Robot Usage , Robot subsystems, Robot Classification , Technology of Robots , Basic Principles in robotics
Robot Architecture , Descriptions: Positions , Orientations and Frames , Mappings :Changing descriptions from Frame to Frame ,Operators: Translations ,Rotations , and Transformations , Transform Equations , Coordinate Transformations , Sensor Classification , Internal Sensors ,External sensors , Vision system , sensor selection .
Link- Connection Description , Forward and Inverse Positional Analysis , Velocity Analysis: Jacobian Matrix ,Link Velocities , Acceleration analysis , Statics: Forces and Moment Balance , Recursive Calculation , Equivalent Joint Torques , Force Ellipsoid,
Dynamics : Inertia Properties , Dynamics Algorithms .
Control Techniques , Second order Linear systems , Feedback Control , Performance of feedback control systems , Joint controller , Non linear Trajectory Control , State space Representation and control , Stability , Cartesian and force controls
Joint space Planning ,Cartesian space planning ,Position and orientation Trajectories , Point to Point Planning , Continuous path Generation , Computational speed , Hardware requirements , Control considerations , Robot Programming , Hardware architecture .
A case study for Autonomous Mobile Robot .
Saha , Introduction to Robotics , TMH Pub.
Craig , Introduction to Robotics ,Mechanics and control , Pearson Pub
Ghosal , Robotics –Fundamental Concepts and Analysis , Oxford Pub.
Niku , Introduction to Robotics:Analysis , System & Applications , PHI
Fu , Robotics ,TMH Pub
RAJIV GANDHI PROUDYOGIKI VISHWAVIDYALAYA, BHOPAL
PROGRAMME : B.E. Computer Science & Engineering, VIII semester Course : CS 8403 MANET & HIGH SPEED NETWORKS (Proposed)
Course Contents
Category of Course | Course Title | Course Code | Credit – 4C | Theory Paper (ES) | ||
Departmental Elective DCO(E)-IV | MANET & HIGH SPEED NETWORKS | CS 8403 | L | T | P | Max.Marks-100 Min.Marks-35 Duration-3hrs. |
3 | 1 | 0 | ||||
Adhoc – Wireless N/WS : Introduction, Cellular vs Adhoc wireless Networks, Applications of Adhoc wireless Networks, Issues in Adhoc wireless N/WS. Heterogeneity in Mobile devices, Wireless Sensor N/WS, traffic Profiles, Types of Adhoc Mobile Communications, Types of Mobile Host movements, Challenges facing Ad hoc mobile N/WS.
Adhoc Wireless Media Access Protocols :- Introduction Synchronous MAC Protocol & asynchronous MAC protocol, Problems in Adhoc channel Access Receiver Initiated MAC protocols, Sender. Initiated MAC Protocol, Existing Adhoc MAC Protocol.
Overview of Adhoc Routing Protocols :- Table Driver Approaches :- DSDV, WRP, CSGR, Source Initiated On demand Approaches : AODV, DSR, TORA, SSR, LAR, PAR, ZRP, RDMAR.
Communication Performance of Adhoc Networks , Route discovery time, End to End Delay Performance, Communication throughput performance, Packet loss performance, Route reconfiguration time, Energy Conservation & Power life issues.
High Speed Networks Frame relays, Packet Switching Vs frame relay N/WS. Asychronous transfer node, ATM protocol architecture, ATM Logical Connection, ATM Cells, AAL, High Speed LANS, FAST Ethernet, fiber channel wireless LANS.
Muthukumaran, Intorduction to high Performance Network, TMH
CK Toh, Adhoc Mobile Wireless Networks Protocols & Systems, Pearson.Pearson Publication
C-Siva Ram Murthy & B S Majo , Adhoc Wireless Networks, Architectures Protocols Pearson.Pearson Publication
High speed N/WS & Internals, Performance & QOS William Stalling., IInd Edition. Pearson Publication
Computer System& Network, Bluldell, Cengage Learning