JNTU Kakinada Started B.Tech in Food Engineering

JNTU Kakinada Started B.Tech in Food Engineering

According to a recent data, the food processing industry is expected to expand at a compound annual growth rate (CGAR) of 11.5% in upcoming financial years. The growth is estimated to reach a value of Rs 15,971.9 billion in FY 2023 from current Rs 9,00,000 crore.

The union government has set a target of achieving 3% of international food trade in the coming years from the current levels of 1.5%.

The food processing sector is growing globally. Skilled professionals are in great need starting from food collection, transit, supply chain management, processing, value addition, cold chain management and up to consumer end. A meagre 1% growth rate in food processing industries will lead to 5 lakhs direct and 15 lakh indirect employments.

As a sunrise industry, Food Processing has huge potential in Andhra Pradesh and AP Food Processing Society is promoting Food Industry in the state withan attractive Food Processing policy 2020-25 prepared under the guidance of Hon’ble Chief Minister. Currently, Andhra Pradesh has the highest share of 14.1 % in employment in Food Processing Industry among all other states, with growing demand for technical manpower, especially for undergraduates.

Even though, there are many institutions in India, there are only few institutions in the state offering B.Tech course in Food Technology.Also, the undergraduate courses is often needed to be strengthen and not in line with the industry expectations. As such there is scope for more B.Tech courses with practical, engineering & communicational skills.

The demand for under graduates is more in the organized sector. Lack of sufficient engineering skills is one of the main draw backs with most of the B. Tech courses. To fill this gap, institutions have started B. Tech course in Food Engineering. However none of institutions in AP have started B. Tech in Food Engineering. Even though AP tops share of employment in Food Processing.

JNTUK has started M. Tech Course in Food Processing Technology in the academic year 2010- 11 with a financial support of Rs. 75 lakhs from MoFPI. Over the years it has been developed as one of the best PG courses in India with modern infrastructure and state of art laboratories.Most of the students from first nine batches have got placements in leading food industries and academic institutions. Viz. Shama Foods (IFFFCO group Shama, Dubai), Nestle, ITC, CPF, Godrej Tyson, Tata Coffee, Tata Global Beverages, MTR, Olam, Bambino, Naturo, Vimta labs, Jain Framfresh Foods etc. (The maximum package is Rs.6 lakhs/annum. Average salary is around Rs. 30,000/- month).

JNTUK had started Food Testing Laboratory in 2014 with financial assistance of Rs. 1.56 Crores from Ministry of Food Processing Industries (MoFPI), New Delhi. Testing facilities are regularly being used by regulatory bodies, Food Industries, PT Laboratories and NGO like Akshayapatra among others.

Food Testing Laboratory has been just up graded to test Antibiotics, Pesticide Residues, and heavy metals with a financial support of Rs. 4.4 crores form Andhra Pradesh Food Processing Society (APFPS) in 2018.

JNTUK College of engineering is one of the oldest engineering colleges offering B. Tech in all the core engineering subjects. Infrastructure for basic engineering & sciences subjects to be covered in the first year is already availablein the college.

As such, as all the sate of art infrastructure is already available, JNTUK started B. Tech in Food Engineering in this Academic year 2020-21:

  • No. of Seats- 60
  • Eligibility- Passed 10+2 with minimum 50% marks in physics, chemistry, and mathematics as main subjects.
  • Duration- 4 years Admission through- EAMCET
  • College code:JNKFSF

Employment potentials: Food Industries, R&D organizations, Colleges and universities, Regulatory authorities (FSSAI, BIS, Spice Board& Various fields related to food), Food Corporation of India, Department of food & public Distribution, Central Warehousing Corporation.

Nature of job: Production supervisors/in- charges, Quality Assurance, Assistant Professors, Food Research Analysts, R&D scientists, etc.

Other than jobs, candidates can also become an entrepreneur in food processing start-ups and grow as potential as the graduate.

Interested persons can pursue higher education

Average entry-level salary- INR 4 lakh to 6 lakh per annum.

B. Tech in Food Engineering at JNTUK opens a new opportunity for the students to select a course with huge employment potential.

JNTUH Guidelines to Conduct of 1st Mid Exams of B.Tech / B.Pharmacy 1-1 Sem and other issues

JNTUH Guidelines to Conduct of 1st Mid Exams of B.Tech / B.Pharmacy 1-1 Sem and other issues

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Sub: Conduct of I- mid term examinations of I year B.Tech. & I Year B. Pharm. courses and other issues – Reg.

The Principals of the colleges offering I Year I Sem. B.Tech & B.Pharm courses are informed to follow the same guidelines as specified in our earlier letter (vide ref cited above), for conducting the first midterm examinations of I Year BTech/BPharm courses. Further the following additional guidelines need to be followed:

1) The parent colleges need to identify the host colleges for their students to write the exams, after taking the choices from the students. It is advised to identify one college in each district.

2) The question papers may be sent to host colleges in the encrypted form by mail or printed question papers. If parent colleges prefer to send printed question papers the sufficient number of question papers subject-wise need to be sent to the host colleges. All the question papers of one subject need to be bundled separately and all these bundles of one session need to be kept in one envelope and sealed. Sufficient number of answer booklets are also to be packed for each host college along with the question papers.

3) For this mid examinations of I year B. Tech. & B. Pharm. courses, either Parent Colleges send the stationery to host colleges or Parent College may request the host colleges to issue their pre-printed stationary for writing the midterm examinations. If the host college stationery is used, stationery charges also need to be paid by parent college along with
i) center charges @ Rs.20/- per candidate per subject and
ii) the postal charges of dispatching the used answer scripts to parent colleges. All these charges need to be paid to host colleges directly by the parent colleges.

4) There shall be no arrangement from the University examination branch to dispatch the question papers and stationery to the host colleges. Similarly the used answer booklets need to be sent to the parent colleges directly to their address after completion of last midterm exam.

5) The first midterm examinations of I year B. Tech. shall be conducted from 27-01- 2021; Further on 24-01-2021 and 25-01-2021 class work need to be continued. There shall be two examinations on each day i.e. from 9:30 AM to 10:50AM in the forenoon session and from 1:30PM to 2:50PM in the afternoon session.

6) If sufficient syllabus is not covered for I year I sem. B. Pharm. Course due to late admissions, the I-midterm exams may be differed by a few days. A separate schedule for the upload of B. Pharm. Midterm marks shall be issued.

7) Similarly the midterm examination for Engineering Drawing subject may also be differed and conducted after the commencement of the class work on the campus.

8) The time-tables of the first midterm examinations I year B. Tech.& B.Pharm. courses are already kept at Here.

9) A sizable number of answer booklets of the students who indulged in mass copying have been found by the evaluators while doing spot valuation.Such cases were treated as malpractice by the malpractice committee and the performance of the students in these subjects has been cancelled. Hence it is informed to be extra vigilant while conducting the mid-term exams.

The cooperation of the Principals is highly solicited.

Download the Official Notification Here: Click Here

JNTUK R16 4-1 Computer Networks Material PDF Download

JNTUK R16 4-1 Computer Networks Material PDF Download

Students those who are studying JNTUK R16 ECE Branch, Can Download Unit wise R16 4-1 Computer Networks Material/Notes PDFs below.

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JNTUK R16 4-1 Computer Networks Material PDF Download

OBJECTIVES:

  • Understand state-of-the-art in network protocols, architectures, and applications.
  • Process of networking research
  • Constraints and thought processes for networking research
  • Problem Formulation—Approach—Analysis

UNIT-1

Introduction: Network Topologies WAN, LAN, MAN. Reference models- The OSI Reference Model- the TCP/IP Reference Model – A Comparison of the OSI and TCP/IP Reference Models

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UNIT-2

Physical Layer – Fourier Analysis – Bandwidth Limited Signals – The Maximum Data Rate of a Channel – Guided Transmission Media, Digital Modulation and Multiplexing: Frequency Division Multiplexing, Time Division Multiplexing, Code Division Multiplexing Data Link Layer Design Issues, Error Detection and Correction, Elementary Data Link Protocols, Sliding Window Protocols

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UNIT-3

The Data Link Layer – Services Provided to the Network Layer – Framing – Error Control – Flow Control, Error Detection and Correction – Error-Correcting Codes – Error Detecting Codes, Elementary Data Link Protocols- A Utopian Simplex Protocol-A Simplex Stop and Wait Protocol for an Error free channel-A Simplex Stop and Wait Protocol for a Noisy Channel, Sliding Window Protocols-A One Bit Sliding Window Protocol-A Protocol Using Go-Back-N- A Protocol Using Selective Repeat

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UNIT-4

The Medium Access Control Sublayer-The Channel Allocation Problem-Static Channel Allocation-Assumptions for Dynamic Channel Allocation, Multiple Access Protocols-Aloha-Carrier Sense Multiple Multiple Access ProtocolsCollision-Free Protocols-Limited Contention Protocols-Wireless LAN Protocols, Ethernet-Classic Ethernet Physical Layer-Classic Ethernet MAC Sublayer Protocol-Ethernet Performance-Fast Ethernet Gigabit Ethernet-10-Gigabit Ethernet-Retrospective on Ethernet, Wireless Lans-The 802.11 Architecture and Protocol Stack-The 802.11 Physical Layer-The802.11 MAC Sublayer Protocol-The 805.11 Frame Structure-Services

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UNIT-5

Design Issues-The Network Layer Design Issues – Store and Forward Packet Switching-Services Provided to the Transport layer- Implementation of Connectionless Service-Implementation of Connection Oriented ServiceComparison of Virtual Circuit and Datagram Networks, Routing Algorithms-The Optimality principle-Shortest path Algorithm, Congestion Control Algorithms-Approaches to Congestion Control-Traffic Aware RoutingAdmission Control-Traffic Throttling-Load Shedding.

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UNIT-6

Transport Layer – The Internet Transport Protocols: Udp, the Internet Transport Protocols: Tcp Application Layer –The Domain Name System: The DNS Name Space, Resource Records, Name Servers, Electronic Mail: Architecture and Services, The User Agent, Message Formats, Message Transfer, Final Delivery

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TEXT BOOKS:

1. Computer Networks, Tanenbaum and David J Wetherall, 5th Edition, Pearson Edu, 2010

2. Computer Networks: A Top Down Approach, Behrouz A. Forouzan, FirouzMosharraf, McGraw Hill Education

REFERENCE BOOKS:

1. Larry L. Peterson and Bruce S. Davie, “Computer Networks – A Systems Approach” (5th ed), Morgan Kaufmann/ Elsevier, 2011

OUTCOMES:

1. Understand OSI and TCP/IP models

2. Analyze MAC layer protocols and LAN technologies

3 .Design applications using internet protocols

4 .Understand routing and congestion control algorithms

5 .Understand how internet works

JNTUK R16 4-1 Digital Image Processing Material PDF Download

JNTUK R16 4-1 Digital Image Processing Material PDF Download

Students those who are studying JNTUK R16 ECE Branch, Can Download Unit wise R16 4-1 Digital Image Processing Material/Notes PDFs below.

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JNTUK R16 4-1 Digital Image Processing Material PDF Download

Course Objectives: Students undergoing this course are expected to:

1. Familiarize with basic concepts of digital image processing and different image transforms

2. Learn various image processing techniques like image enhancement, restoration, segmentation and compression

3. Understand color fundamentals and different color models

4. Understand wavelets and morphological image processing

UNIT-1

Introduction: Introduction to Image Processing, Fundamental steps in digital image processing, components of an image processing system, image sensing and acquisition, image sampling and quantization, some basic relationships between pixels, an introduction to the mathematical tools used in digital image processing. Image Transforms: Need for image transforms, Discrete Fourier transform (DFT) of one variable, Extension to functions of two variables, some properties of the 2-D Discrete Fourier transform, Importance of Phase, Walsh Transform. Hadamard transform, Haar Transform, Slant transform, Discrete Cosine transform, KL Transform, SVD and Radon Transform, Comparison of different image transforms.

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UNIT-2

Intensity Transformations and Spatial Filtering: Background, Some basic intensity transformation functions, histogram processing, fundamentals of spatial filtering, smoothing spatial filters , sharpening spatial filters, Combining spatial enhancement methods Filtering in the Frequency Domain: Preliminary concepts, The Basics of filtering in the frequency domain, image smoothing using frequency domain filters, Image Sharpening using frequency domain filters, Selective filtering.

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UNIT-3

Image Restoration and Reconstruction: A model of the image degradation / Restoration process, Noise models, restoration in the presence of noise only-Spatial Filtering, Periodic Noise Reduction by frequency domain filtering, Linear, Position –Invariant Degradations, Estimating the degradation function, Inverse filtering, Minimum mean square error (Wiener) filtering, constrained least squares filtering ,geometric mean filter ,image reconstruction from projections.

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UNIT-4

Image compression: Fundamentals, Basic compression methods: Huffman coding, Golomb coding, Arithmetic coding, LZW coding, Run-Length coding, Symbol-Based coding, Bit-Plane coding, Block Transform coding, Predictive coding Wavelets and Multiresolution Processing: Image pyramids, subband coding, Multiresolution expansions, wavelet transforms in one dimensions & two dimensions, Wavelet coding.

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UNIT-5

Image segmentation: Fundamentals, point, line, edge detection, thresholding, region –based segmentation. Morphological Image Processing: Preliminaries, Erosion and dilation, opening and closing, basic morphological algorithms for boundary extraction, thinning, gray-scale morphology, Segmentation using morphological watersheds.

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UNIT-6

Color image processing: color fundamentals, color models, pseudo color image processing, basics of full color image processing, color transformations, smoothing and sharpening. Image segmentation based on color, noise in color images, color image compression.

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TEXT BOOKS:

1. R. C. Gonzalez and R. E. Woods, Digital Image Processing, 3rd edition, Prentice Hall, 2008.

2. Jayaraman, S. Esakkirajan, and T. Veerakumar,” Digital Image Processing”, Tata McGraw-Hill Education, 2011.

REFERENCE BOOKS:

1. Anil K.Jain, “Fundamentals of Digital Image Processing”, Prentice Hall of India, 9th Edition, Indian Reprint, 2002.

2. B.Chanda, D.Dutta Majumder, “Digital Image Processing and Analysis”, PHI, 2009.

Course Outcomes: After undergoing the course students will be able to

1. Perform image manipulations and different digital image processing techniques

2. Perform basic operations like – Enhancement, segmentation, compression,Image transforms and restoration techniques on image.

3. Analyze pseudo and fullcolor image processing techniques.

4. Apply various morphological operators on images

JNTUK R16 4-1 Optical Communication Material PDF Download

JNTUK R16 4-1 Optical Communication Material PDF Download

Students those who are studying JNTUK R16 ECE Branch, Can Download Unit wise R16 4-1 Optical Communication Material PDFs below.

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JNTUK R16 4-1 Optical Communication Material PDF Download

OBJECTIVES : The student will be introduced to the functionality of each of the components that comprise a fiber-optic communication system

  • the properties of optical fiber that affect the performance of a communication link and types of fiber materials with their properties and the losses occur in fibers.
  • the principles of single and multi-mode optical fibers and their characteristics
  • working of semiconductor lasers, and differentiate between direct modulation and external electro-optic modulation.
  • Analyze the operation of LEDs, laser diodes, and PIN photo detectors (spectral properties, bandwidth, and circuits) and apply in optical systems.
  • Analyze and design optical communication and fiber optic sensor systems.
  • the models of analog and digital receivers.

UNIT-1

Overview of optical fiber communication – Historical development, The general system, advantages of optical fiber communications. Optical fiber wave guides- Introduction, Ray theory transmission, Total Internal Reflection, Acceptance angle, Numerical Aperture, Skew rays, Cylindrical fibers- Modes, V-number, Mode coupling, Step Index fibers, Graded Index fibers, Single mode fibers- Cut off wavelength, Mode Field Diameter, Effective Refractive Index, Related problems.

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UNIT-2

Fiber materials:- Glass, Halide, Active glass, Chalgenide glass, Plastic optical fibers. Signal distortion in optical fibers-Attenuation, Absorption, Scattering and Bending losses, Core and Cladding losses, Information capacity determination, Group delay, Types of Dispersion:- Material dispersion, Wave-guide dispersion, Polarization-Mode dispersion, Intermodal dispersion, Pulse broadening in Graded index fiber, Related problems.

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UNIT-3

Optical fiber Connectors-Connector types, Single mode fiber connectors, Connector return loss, Fiber SplicingSplicing techniques, Splicing single mode fibers, Fiber alignment and joint loss- Multimode fiber joints, single mode fiber joints.

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UNIT-4

Optical sources- LEDs, Structures, Materials, Quantum efficiency, Power, Modulation, Power bandwidth product. Injection Laser Diodes- Modes, Threshold conditions, External quantum efficiency, Laser diode rate equations, Resonant frequencies, Reliability of LED&ILD, Optical detectors- Physical principles of PIN and APD, Detector response time, Temperature effect on Avalanche gain, Comparison of Photo detectors, Related problems.

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UNIT-5

Source to fiber power launching – Output patterns, Power coupling, Power launching, Equilibrium Numerical Aperture, Laser diode to fiber coupling, Optical receiver operation- Fundamental receiver operation, Digital signal transmission, error sources, Receiver configuration, Digital receiver performance, Probability of Error, Quantum limit, Analog receivers.

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UNIT-6

Optical system design – Point-to- point links- Component choice and considerations, Link power budget, Rise time budget with examples, Line coding in Optical links, WDM, Necessity, Principles, Measurement of Attenuation and Dispersion, Eye pattern.

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TEXT BOOKS:

  1. Optical Fiber Communications – Gerd Keiser, Mc Graw-Hill International edition, 3rd Edition, 2000.

2. Optical Fiber Communications – John M. Senior, PHI, 2nd Edition, 2002.

REFERENCE BOOKS:

1. Fiber Optic Communications – D.K. Mynbaev , S.C. Gupta and Lowell L. Scheiner, Pearson Education,2005.

2. Text Book on Optical Fiber Communication and its Applications – S.C.Gupta, PHI, 2005.

3. Fiber Optic Communication Systems – Govind P. Agarwal , John Wiley, 3rd Ediition, 2004.

4. Fiber Optic Communications – Joseph C. Palais, 4th Edition, Pearson Education, 2004.

OUTCOMES

After going through this course the student will be able to:

  • Choose necessary components required in modern optical communications systems.
  • Design and build optical fiber experiments in the laboratory, and learn how to calculate electromagnetic modes in waveguides, the amount of light lost going through an optical system, dispersion of optical fibers.
  • Use different types of photo detectors and optical test equipment to analyze optical fiber and light wave systems.
  • Choose the optical cables for better communication with minimum losses Design, build, and demonstrate optical fiber experiments in the laboratory.

JNTUK R16 4-1 Radar Systems Material PDF Download

JNTUK R16 4-1 Radar Systems Material PDF Download

Students those who are studying JNTUK R16 ECE Branch, Can Download Unit wise R16 4-1 Radar Systems Material PDFs below.

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JNTUK R16 4-1 Radar Systems Material PDF Download

OBJECTIVES : The student will be introduced to:

1. The Basic Principle of radar and radar range equation.

2. Different types of radars; CW, FM-CW, MTI and pulse Doppler radars.

3. Understand the different tracking techniques for radar.

4. Understand the characteristics of a matched filter receiver and its performance.

5. Understand the different types of displays, duplexers and antennas used in radar systems.

UNIT-1

Basics of Radar : Introduction, Maximum Unambiguous Range, simple Radar range Equation, Radar Block Diagram and Operation, Radar Frequencies and Applications. Prediction of Range Performance, Minimum Detectable Signal, Receiver Noise, Illustrative Problems. Radar Equation : Modified Radar Range Equation, SNR, probability of detection, probability of False Alarm, Integration of Radar Pulses, Radar Cross Section of Targets (simple targets – sphere, cone-sphere), Creeping Wave, Transmitter Power, PRF and Range Ambiguities, System Losses (qualitative treatment), Illustrative Problems.

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UNIT-2

CW and Frequency Modulated Radar : Doppler Effect, CW Radar – Block Diagram, Isolation between Transmitter and Receiver, Non-zero IF Receiver, Receiver Bandwidth Requirements, Applications of CW radar. Illustrative Problems FM-CW Radar: Range and Doppler Measurement, Block Diagram and Characteristics, FM-CW altimeter, Multiple Frequency CW Radar.

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UNIT-3

MTI and Pulse Doppler Radar: Introduction, Principle, MTI Radar with – Power Amplifier Transmitter and Power Oscillator Transmitter, Delay Line Cancellers – Filter Characteristics, Blind Speeds, Double Cancellation, N th Cancellation Staggered PRFs. Range Gated Doppler Filters. MTI Radar Parameters, Limitations to MTI Performance, MTI versus Pulse Doppler Radar.

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UNIT-4

Tracking Radar: Tracking with Radar, Sequential Lobing, Conical Scan, Mono pulse Tracking Radar – Amplitude Comparison Mono pulse (one- and two- coordinates), Phase Comparison Mono pulse, Tracking in Range, Acquisition and Scanning Patterns, Comparison of Trackers.

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UNIT-5

Detection of Radar Signals in Noise : Introduction, Matched Filter Receiver – Response Characteristics and Derivation, Correlation detection and Cross-correlation Receiver, Efficiency of Non-matched Filters, Matched Filter with Non-white Noise, Noise Figure and Noise Temperature.

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UNIT-6

Radar Receivers –Displays – types. Duplexers – Branch type and Balanced type, Circulators as Duplexers. Introduction to Phased Array Antennas – Basic Concepts, Radiation Pattern, Beam Steering and Beam Width changes, Series versus parallel feeds, Applications, Advantages and Limitations. Radomes.

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TEXT BOOKS:

1. Introduction to Radar Systems – Merrill I. Skolnik, TMH Special Indian Edition, 2nd Ed., 2007.

REFERENCE BOOKS:

1. Introduction to Radar Systems, 3rd edition – M.I. Skolnik, TMH Ed., 2005

2. Radar: Principles, Technology, Applications – Byron Edde, Pearson Education, 2004.

3. Radar Principles – Peebles, Jr., P.Z., Wiley, New York, 1998.

4. Principles of Modern Radar: Basic Principles – Mark A. Richards, James A. Scheer, William A. Holm, Yesdee,

5. Radar Engineering – GSN Raju, IK International.

OUTCOMES

After going through this course the student will be able to:

1. Derive the radar range equation and to solve some analytical problems.

2. Understand the different types of radars and its applications.

3. Understand the concept of tracking and different tracking techniques.

4. Understand the various components of radar receiver and its performanc.

JNTUK R19 2-1 MFCS Material PDF Download

JNTUK R19 2-1 MFCS Material PDF Download

Students those who are studying JNTUK R19 CSE Branch, Can Download Unit wise R19 2-1 Mathematical Foundations of Computer Science Material PDFs below.

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JNTUK R19 2-1 Mathematical Foundations of Computer Science Material PDF Download

Course Objectives: This course is designed to:

  • To introduce the students to the topics and techniques of discrete methods and combinatorial reasoning
  • To introduce a wide variety of applications. The algorithmic approach to the solution of problems is fundamental in discrete mathematics, and this approach reinforces the close ties between this discipline and the area of computer science

Course Outcomes: At the end of the course student will be able to

  • Demonstrate skills in solving mathematical problems
  • Comprehend mathematical principles and logic
  • Demonstrate knowledge of mathematical modeling and proficiency in using mathematical software
  • Manipulate and analyze data numerically and/or graphically using appropriate Software
  • Communicate effectively mathematical ideas/results verbally or in writing

UNIT-1

Mathematical Logic: Propositional Calculus: Statements and Notations, Connectives, Well Formed Formulas, Truth Tables, Tautologies, Equivalence of Formulas, Duality Law, Tautological Implications, Normal Forms, Theory of Inference for Statement Calculus, Consistency of Premises, Indirect Method of Proof, Predicate Calculus: Predicates, Predicative Logic, Statement Functions, Variables and Quantifiers, Free and Bound Variables, Inference Theory for Predicate Calculus.

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UNIT-2

Set Theory: Sets: Operations on Sets, Principle of Inclusion-Exclusion, Relations: Properties, Operations, Partition and Covering, Transitive Closure, Equivalence, Compatibility and Partial Ordering, Hasse Diagrams,

Functions: Bijective, Composition, Inverse, Permutation, and Recursive Functions, Lattice and its Properties, Algebraic Structures: Algebraic Systems, Properties, Semi Groups and Monoids, Group, Subgroup and Abelian Group, Homomorphism, Isomorphism.

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UNIT-3

Combinatorics: Basis of Counting, Permutations, Permutations with Repetitions, Circular and Restricted Permutations, Combinations, Restricted Combinations, Binomial and Multinomial Coefficients and Theorems,

Number Theory: Properties of Integers, Division Theorem, Greatest Common Divisor, Euclidean Algorithm, Least Common Multiple, Testing for Prime Numbers, The Fundamental Theorem of Arithmetic, Modular Arithmetic, Fermat’s and Euler’s Theorems

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UNIT-4

Recurrence Relations: Generating Functions, Function of Sequences, Partial Fractions, Calculating Coefficient of Generating Functions, Recurrence Relations, Formulation as Recurrence Relations, Solving Recurrence Relations by Substitution and Generating Functions, Method of Characteristic Roots, Solving Inhomogeneous Recurrence Relations

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UNIT-5

Graph Theory: Basic Concepts, Graph Theory and its Applications, Sub graphs, Graph Representations: Adjacency and Incidence Matrices, Isomorphic Graphs, Paths and Circuits, Eulerian and Hamiltonian Graphs, Multigraphs, Bipartite and Planar Graphs, Euler’s Theorem, Graph Colouring and Covering, Chromatic Number, Spanning Trees, Prim’s and Kruskal’s Algorithms, BFS and DFS Spanning Trees.

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e-Resources:

Modules / Lectures

Text Books:

1) Discrete Mathematical Structures with Applications to Computer Science, J. P. Tremblay and P. Manohar, Tata McGraw Hill.

2) Elements of Discrete Mathematics-A Computer Oriented Approach, C. L. Liu and D. P. Mohapatra, 3rd Edition, Tata McGraw Hill.

Reference Books:

1) Discrete Mathematics for Computer Scientists and Mathematicians, J. L. Mott, A. Kandel and T. P. Baker, 2nd Edition, Prentice Hall of India.

2) Discrete Mathematical Structures, Bernand Kolman, Robert C. Busby and Sharon Cutler Ross, PHI.

3) Discrete Mathematics and its Applications with Combinatorics and Graph Theory, K. H. Rosen, 7th Edition, Tata McGraw Hill.

JNTUK R19 2-1 Computer Organization Material PDF Download

JNTUK R19 2-1 Computer Organization Material PDF Download

Students those who are studying JNTUK R19 CSE, IT Branch, Can Download Unit wise R19 2-1 Computer Organization Material PDFs below.

jntuk-materials

JNTUK R19 2-1 Computer Organization Material PDF Download

Course Objectives: The course objectives of Computer Organization are to discuss and make student familiar with the

  • Principles and the Implementation of Computer Arithmetic
  • Operation of CPUs including RTL, ALU, Instruction Cycle and Busses
  • Fundamentals of different Instruction Set Architectures and their relationship to the CPU Design
  • Memory System and I/O Organization
  • Principles of Operation of Multiprocessor Systems and Pipelining

Course Outcomes: By the end of the course, the student will

  • Develop a detailed understanding of computer systems
  • Cite different number systems, binary addition and subtraction, standard, floating-point, and micro operations
  • Develop a detailed understanding of architecture and functionality of central processing unit
  • Exemplify in a better way the I/O and memory organization
  • Illustrate concepts of parallel processing, pipelining and inter processor communication

UNIT-1

Basic Structure of Computers: Basic Organization of Computers, Historical Perspective, Bus Structures, Data Representation: Data types, Complements, Fixed Point Representation. Floating, Point Representation. Other Binary Codes, Error Detection Codes.

Computer Arithmetic: Addition and Subtraction, Multiplication Algorithms, Division Algorithms.

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UNIT-2

Register Transfer Language and Microoperations: Register Transfer language. Register Transfer Bus and Memory Transfers, Arithmetic Micro operations, Logic Micro Operations, Shift Micro Operations, Arithmetic Logic Shift Unit.

Basic Computer Organization and Design: Instruction Codes, Computer Register, Computer Instructions, Instruction Cycle, Memory – Reference Instructions. Input –Output and Interrupt, Complete Computer Description.

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UNIT-3

Central Processing Unit: General Register Organization, STACK Organization. Instruction Formats, Addressing Modes, Data Transfer and Manipulation, Program Control, Reduced Instruction Set Computer.

Microprogrammed Control: Control Memory, Address Sequencing, Micro Program example, Design of Control Unit.

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UNIT-4

Memory Organization: Memory Hierarchy, Main Memory, Auxiliary Memory, Associative Memory, Cache Memory, Virtual Memory.

Input-Output Organization: Peripheral Devices, Input-Output Interface, Asynchronous data transfer, Modes of Transfer, Priority Interrupts, Direct Memory Access.

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UNIT-5

Multi Processors: Introduction, Characteristics of Multiprocessors, Interconnection Structures, Inter Processor Arbitration.

Pipeline: Parallel Processing, Pipelining, Instruction Pipeline, RISC Pipeline, Array Processor.

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e-Resources:

Modules / Lectures

Link-2

Text Books:

1) Computer System Architecture, M. Morris Mano, Third Edition, Pearson, 2008.

2) Computer Organization, Carl Hamacher, Zvonko Vranesic, Safwat Zaky, 5/e, McGraw Hill, 2002.

Reference Books:

1) Computer Organization and Architecture, William Stallings, 6/e, Pearson, 2006.

2) Structured Computer Organization, Andrew S. Tanenbaum, 4/e, Pearson, 2005.

3) Fundamentals of Computer Organization and Design, Sivarama P. Dandamudi, Springer, 2006.

JNTUK R19 2-1 OOPS C++ Material PDF Download

JNTUK R19 2-1 OOPS C++ Material PDF Download

Students those who are studying JNTUK R19 CSE, IT Branch, Can Download Unit wise R19 2-1 Object Oriented Programming through C++ Material PDFs below.

jntuk-materials

JNTUK R19 2-1 Object Oriented Programming through C++ Material PDF Download

Course Objectives:

  • Describe the procedural and object oriented paradigm with concepts of streams, classes, functions, data and objects
  • Understand dynamic memory management techniques using pointers, constructors, destructors
  • Describe the concept of function overloading, operator overloading, virtual functions and polymorphism
  • Classify inheritance with the understanding of early and late binding, usage of exception handling, generic programming
  • Demonstrate the use of various OOPs concepts with the help of programs

Course Outcomes: By the end of the course, the student

  • Classify object oriented programming and procedural programming
  • Apply C++ features such as composition of objects, operator overloads, dynamic memory allocation, inheritance and polymorphism, file I/O, exception handling
  • Build C++ classes using appropriate encapsulation and design principles
  • Apply object oriented or non-object oriented techniques to solve bigger computing problems

UNIT-1

Introduction to C++: Difference between C and C++, Evolution of C++, The Object Oriented Technology, Disadvantage of Conventional Programming, Key Concepts of Object Oriented Programming, Advantage of OOP, Object Oriented Language.

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UNIT-2

Classes and Objects &Constructors and Destructor: Classes in C++, Declaring Objects, Access Specifiers and their Scope, Defining Member Function, Overloading Member Function, Nested class, Constructors and Destructors, Introduction, Constructors and Destructor, Characteristics of Constructor and Destructor, Application with Constructor, Constructor with Arguments parameterized Constructor, Destructors, Anonymous Objects.

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UNIT-3

Operator Overloading and Type Conversion & Inheritance: The Keyword Operator, Overloading Unary Operator, Operator Return Type, Overloading Assignment Operator (=), Rules for Overloading Operators, Inheritance, Reusability, Types of Inheritance, Virtual Base ClassesObject as a Class Member, Abstract Classes, Advantages of Inheritance, Disadvantages of Inheritance.

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UNIT-4

Pointers & Binding Polymorphisms and Virtual Functions: Pointer, Features of Pointers, Pointer Declaration, Pointer to Class, Pointer Object, The this Pointer, Pointer to Derived Classes and Base Class, Binding Polymorphisms and Virtual Functions, Introduction, Binding in C++, Virtual Functions, Rules for Virtual Function, Virtual Destructor.

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UNIT-5

Generic Programming with Templates & Exception Handling: Definition of class Templates, Normal Function Templates, Over Loading of Template Function, Bubble Sort Using Function Templates, Difference between Templates and Macros, Linked Lists with Templates, Exception Handling, Principles of Exception Handling, The Keywords try throw and catch, Multiple Catch Statements, Specifying Exceptions. Overview of Standard Template Library, STL Programming Model, Containers, Sequence Containers, Associative Containers, Algorithms, Iterators, Vectors, Lists, Maps.

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e-Resources:

Modules / Lectures

Link-2

Text Books:

1) A First Book of C++, Gary Bronson, Cengage Learning.

2) The Complete Reference C++, Herbert Schildt, TMH.

Reference Books:

1) Object Oriented Programming C++, Joyce Farrell, Cengage.

2) C++ Programming: from problem analysis to program design, DS Malik, Cengage Learning

3) Programming in C++, Ashok N Kamthane, Pearson 2nd Edition

JNTUK R19 2-1 Python Programming Material PDF Download

JNTUK R19 2-1 Python Programming Material PDF Download

Students those who are studying JNTUK R19 CSE, IT Branch, Can Download Unit wise R19 2-1 Python Programming Material PDFs below.

jntuk-materials

JNTUK R19 2-1 Python Programming Material PDF Download

Course Objectives:

  • The Objectives of Python Programming are
  • To learn about Python programming language syntax, semantics, and the runtime environment
  • To be familiarized with universal computer programming concepts like data types, containers
  • To be familiarized with general computer programming concepts like conditional execution, loops & functions
  • To be familiarized with general coding techniques and object-oriented programming

Course Outcomes:

  • Develop essential programming skills in computer programming concepts like data types, containers
  • Apply the basics of programming in the Python language
  • Solve coding tasks related conditional execution, loops
  • Solve coding tasks related to the fundamental notions and techniques used in objectoriented programming

UNIT-1

Introduction: Introduction to Python, Program Development Cycle, Input, Processing, and Output, Displaying Output with the Print Function, Comments, Variables, Reading Input from the Keyboard, Performing Calculations, Operators. Type conversions, Expressions, More about Data Output.

Data Types, and Expression: Strings Assignment, and Comment, Numeric Data Types and Character Sets, Using functions and Modules.

Decision Structures and Boolean Logic: if, if-else, if-elif-else Statements, Nested Decision Structures, Comparing Strings, Logical Operators, Boolean Variables. Repetition Structures: Introduction, while loop, for loop, Calculating a Running Total, Input Validation Loops, Nested Loops.

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UNIT-2

Control Statement: Definite iteration for Loop Formatting Text for output, Selection if and if else Statement Conditional Iteration The While Loop

Strings and Text Files: Accessing Character and Substring in Strings, Data Encryption, Strings and Number Systems, String Methods Text Files.

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UNIT-3

List and Dictionaries: Lists, Defining Simple Functions, Dictionaries Design with Function: Functions as Abstraction Mechanisms, Problem Solving with Top Down Design, Design with Recursive Functions, Case Study Gathering Information from a File System, Managing a Program’s Namespace, Higher Order Function.

Modules: Modules, Standard Modules, Packages.

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UNIT-4

File Operations: Reading config files in python, Writing log files in python, Understanding read functions, read(), readline() and readlines(), Understanding write functions, write() and writelines(), Manipulating file pointer using seek, Programming using file operations

Object Oriented Programming: Concept of class, object and instances, Constructor, class attributes and destructors, Real time use of class in live projects, Inheritance , overlapping and overloading operators, Adding and retrieving dynamic attributes of classes, Programming using Oops support Design with Classes: Objects and Classes, Data modeling Examples, Case Study An ATM, Structuring Classes with Inheritance and Polymorphism

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UNIT-5

Errors and Exceptions: Syntax Errors, Exceptions, Handling Exceptions, Raising Exceptions, User-defined Exceptions, Defining Clean-up Actions, Redefined Clean-up Actions.

Graphical User Interfaces: The Behavior of Terminal Based Programs and GUI -Based, Programs, Coding Simple GUI-Based Programs, Other Useful GUI Resources. Programming: Introduction to Programming Concepts with Scratch.

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e-Resources:

Modules / Lectures

Text Books:

1) Fundamentals of Python First Programs, Kenneth. A. Lambert, Cengage.

2) Python Programming: A Modern Approach, Vamsi Kurama, Pearson.

Reference Books:

1) Introduction to Python Programming, Gowrishankar.S, Veena A, CRC Press.

2) Introduction to Programming Using Python, Y. Daniel Liang, Pearson.