Electrical and Electronics - Lingaya's University

Lingaya’s University, Faridabad2. AI PROBLEMS, PROBLEMS SPACES ANDSEARCH: Defining the problem as a state spacesearch; Problem characteristics; Productionsystem and its characteristics; heuristic searchtechnique – Hill climbing; Best-first Search;Constraint Satisfactions; Means end analysis.3. STRUCTURES AND STRATEGIES FOR STATESPACE SEARCH: Introduction; Graph Theory;Strategies for stable space search; Control andImplementation of state space search – RecursionBased Search, Pattern – Directed search.4. KNOWLEDGE REPRESENTATION: Significance& issues in knowledge representation; Approachesto knowledge representation–Predicate logic;Semantic Net and Frame based representation.5. EXPERT SYSTEM: Definition; Characteristics;Architecture and description of modules applicationareas; Software Tools used in expert System.6. REASONING UNDER UNCERTAINTY: Fuzzylogic in Bayesian Networks; Dumpster-ShaferTheory as a tool for handling Uncertainty andprobabilistic reasoning.7. INTRODUCTION TO ANN: Overview of ANN –Characteristic Features of ANN; Artificial NeuronModels; Basic Building Blacks of ANN; NetworkArchitecture Learning in Neural NetworksApplication of ANN.TEXT BOOKJanakiraman, V. S., Sarvkesik, Gopalakrishanan P.,―Artificial Intelligence and Expert Systems‖, MackMillan, India, 2001.REFERENCE BOOKS:1. Luger, F., George., ―Artificial Intelligence‖, PearsonEducation.2. Russell Stuart, Narving Peter, ―Artificial Intelligencea Modern Approach‖, 2 nd Edition, PHI, 2004.EE-444DIGITAL IMAGEPROCESSINGL T P Cr5 0 0 3OBJECTIVEThe field of digital image processing generally requiressimulation and testing with large sets of sampleimages. The course contents are designed to enablethe students to make them familiar with basics of imageprocessing algorithms using modern tools. Themathematical analysis in image processing is alsoprovided1. INTRODUCTION: Digital image; Steps of digitalimage processing system; Elements of visualperception; connectivity and relations betweenpixels; Image sampling and quantization;Representing Digital Image.2. IMAGE TRANSFORMS: 2D orthogonal andunitary transforms-properties and examples. 2DDFT; FFT; DCT; Hadamard transform; HaarTransform; Slant transform; KL Transformpropertiesand examples.3. IMAGE ENHANCEMENT: Point processing;Spatial filtering-in space and frequency; Nonlinearfiltering; Color image processing fundamentals.4. IMAGE RESTORATION: Image observation anddegradation model; Circulant and block circulantmatrices and its application in degradation model;Algebraic approach to restoration; Inverse byWiener filtering; Generalized inverse-SVD anditerative methods; Blind deconvolution; Imagereconstruction form projections.5. IMAGE COMPRESSION: Redundancy andcompression models loss less and lossy.6. IMAGE SEGMENTATION: Edge detection; Linedetection; curve detection; Edge linking andboundary extraction; boundary representation;region representation and segmentation;morphology-dilation; Erosion; Opening andclosing.7. IMAGE UNDERSTANDING AND RECOGNITION:Matching by templates; Classifiers-models;statistical; Neural network based; Matching shapesby contour and texture.TEXT BOOKJain A. K., ―Fundamental of Digital Image Processing‖Prentice Hall of India, 1995.REFERENCE BOOKS1. Pratt K. William, ―Digital Image Processing‖, JohnWilley, 2001.2. Sonka Millman, hlavac Vaclav, Learniy ―ImageProcessing Analysis and Machine Vision‖, (1999).3. Magundar Dutta Chanda, ―Digital ImageProcessing and Applications‖, Prentice Hall ofIndia.EE-451PROGRAMMABLE LOGICCONTROLLERS & SCADALABL T PCr0 0 2 1LIST OF EXPERIMENTS1. Familiarization with architecture & operation of 8bit microcontroller2. Study of functioning of different components ofPLC in hardware.3. To Interface the PLC with computer by using RS -232.4. To study the PLC software.5. Write a ladder program in PLC software for basicstop/start circuit6. Write a ladder program in PLC software by using 5digital inputs & one digital output & verify it byapplying it on hardware.7. Write a ladder program by using 4 digital inputs &one timer in series for a delay of 10 min. in output.8. Write a ladder program by using counterComponent.9. Write ladder program in PLC software by using twotimers in cascade.10. Make a project by using PLC software andimplement it on hardware.EE-452DEPARTMENT LABL T P Cr0 0 2 1OBJECTIVETo provide an opportunity to the students to take upexperiments/programs/exercises that would helpstrengthen their knowledge in the discipline in abroader sense.25