VTU Syllabus EIE 2018 Scheme (CBCS)

VTU Syllabus EIE 1st and 2nd Sem 2018

VTU Syllabus EIE 3rd Sem 2018

VTU Syllabus EIE 4th Sem 2018

VTU Syllabus EIE 5th Sem 2018

VTU Syllabus EIE 6th Sem 2018

VTU Syllabus EIE 7th Sem 2018

VTU Syllabus EIE 8th Sem 2018

VTU Syllabus EIE 2017 Scheme (CBCS)

VTU Syllabus EIE 1st and 2nd Sem 2017

VTU Syllabus EIE 3rd Sem 2017

VTU Syllabus EIE 4th Sem 2017

VTU Syllabus EIE 5th Sem 2017

VTU Syllabus EIE 6th Sem 2017

VTU Syllabus EIE 7th Sem 2017

VTU Syllabus EIE 8th Sem 2017

For all other details about VTU related academic calendar, notices, new syllabus, results, cutoffs, time table will be updated here time to time.

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Wish you good luck!!!

For all the other VTU EIE 8th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 8th Sem 2018 Scheme.

For all the (Professional Elective-4) subjects refer to Professional Elective-4 Scheme. The detail syllabus for artificial intelligence and machine learning is as follows.

Module -1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module – 2

Parallel and Distributed AI: Psychological Modeling, Parallelism in Reasoning Systems, Distributed Reasoning Systems: Coordination and Cooperation. (Text1-16.1,16.2,16.3,16.3.1) Connectionist Models: Introduction: Hopfield Networks, Connectionist AI and Symbolic AI. (Text 118.1,18.6)

Module – 3

Genetic Algorithms (Gas): Learning: Generalization of an Input-Output table, Significance of the Genetic operators, Ant Algorithms (Text 1- 23.2,23.2.2,23.3,23.8) Multilayer Perceptrons: The Perceptron, multilayer Perceptrons, Learning time – Time delay networks, Recurrent networks, Deep Learning (Text 2-11.1.2,11.2,11.5,11.12,11.13)

Module -4

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Module -5

Dimensionality Reduction: Introduction, Subset selection, Principal Component analysis. Kernel Machines: Introduction, Optimal separating hyperplane (SVM). (Text 2- 6.1,6.2,6.3,13.1,13.2)

Course Outcomes:

After studying this course, students will be able to

• Appraise the basics of Artificial intelligence and concepts of natural language processing.
• Illustrate the working of Parallel, Distributed and connectionist models of AI.
• Discuss the fundamentals of Genetic algorithms.
• Escalate the underlying mathematical relationships within and across Machine Learning algorithms and the paradigms of supervised learning.
• Explore the associated parameters of the Machine Learning algorithms viz., dimensionality reduction, classification, etc.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Text Books:

1. Artificial Intelligence – Elaine Rich,Kevin Knight,Shivashankar B Nair, McGraw Hill Education, 3rd Edition, 2016.ISBN 978-0-07-008770-5.
2. Introduction to Machine Learning – Ethem Alpaydin, PHI Learning,3rd Edition,2018. ISBN 97881-203-5078-6.

Reference Books:

1. Introduction to Artificial Intelligence – Eugene Charnik, Drew McDermott,Pearson Education India, 1st edition, ISBN – 978-8131703069

For the detail Syllabus of all other subjects of BE (EIE) 8th Sem, visit Electronics & Instrumentation Engineering 8th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other (EIE) 8th Sem 2018 Scheme subjects, refer to Electronics & Instrumentation Engineering 8th Sem 2018. The detailed syllabus for vtu eie 8th sem professional elective-4 syllabus for be 2018 scheme is as follows.

Don’t forget to download iStudy App for the latest syllabus, results, class timetable and many more features. In case of questions, don’t feel shy to leave a comment or leave feedback in the iStudy app for faster response.

For detailed Syllabus of all the other subjects of BE 8th Sem (EIE), do visit Electronics & Instrumentation Engineering 8th Sem Syllabus Subjects.

For the results of BE/B.Tech 8th Sem, kindly visit VTU BE/B.Tech 8th Sem direct result link.

Wishing you great luck ahead.

For all the other VTU EIE 8th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 8th Sem 2018 Scheme.

For all the (Professional Elective-4) subjects refer to Professional Elective-4 Scheme. The detail syllabus for instrumentation buses and industrial data networks is as follows.

Module -1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module-2

Inter Networking: Bridges – Routers – Gateways -Standard ETHERNET and ARCNET configurationspecial requirement for networks used for control.

Module -3

HART and Fieldbus: Introduction- Evolution of signal standard – HART communication protocol -Communication modes- HART networks – HART commands – HART applications. Fieldbus: – Introduction – General Fieldbus architecture – Basic requirements of Field bus standard -Fieldbus topology – Interoperability – Interchangeability – Introduction to OLE for process control (OPC).

Module -4

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Module -5

Industrial Ethernet and Wireless Communication: Industrial Ethernet: Introduction – 10Mbps Ethernet, 100Mbps Ethernet. Radio and wireless communication: Introduction – components of radio link the radio spectrum and frequency allocation – radio modems.

Course Outcomes:

After studying this course, students will be able to:

1. Explain basic concepts of network hierarchy and switching.
2. Apply network data communication protocols.
3. Describe routers and gateways Standards followed in inter-networking.
4. Evaluate appropriateness of different industrial data networks.
5. Develop the various communication networks for industries.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Text Books:

1. Steve Mackay, Edwin Wrijut, Deon Reynders, John Park, Practical Industrial Data networks Design, Installation and Troubleshooting’, Newnes publication, Elsevier First edition, 2004
2. Buchanan, W., Computer Buses, CRC Press, 2000,

Reference Books:

1. Andrew S. Tanenbaum, Modern Operating Systems, Prentice Hall of India Pvt. LTD, 2003
2. Stallings,W., wireless Communication and networks, 2nd Edition, Prentice Hall of India, 2005
3. Process Software and Digital Networks, B.G. Liptak, CRC Press ISA- The Instrumentation, Systems, and AutomationSociety.
4. TheodoreS.Rappaport,Wirelesscommunication:Principles&Practice’,2ndEdition,2001, PrenticeHallof India.

For the detail Syllabus of all other subjects of BE (EIE) 8th Sem, visit Electronics & Instrumentation Engineering 8th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other VTU EIE 8th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 8th Sem 2018 Scheme.

For all the (Professional Elective-4) subjects refer to Professional Elective-4 Scheme. The detail syllabus for medical imaging techniques is as follows.

Module-1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module-2

Ultrasound Imaging: Definition of ultrasound, Fundamentals of acoustic propagation (only theoretical concepts, no derivations) – Reflection and refraction, Attenuation, absorption & scattering, Doppler effect, Generation and detection of Ultrasound-Piezoelectric effect, Ultrasonic transducers, Axial and Lateral resolution. Ultrasonic Diagnostic Methods: Pulse echo systems- Amplitude mode (A-mode), Brightness mode (B-mode), Motion mode (M-mode). Doppler methods, Duplex imaging, Colour Doppler flow imaging, Biological effects of ultrasound.

Module-3

Radionuclide Imaging: Introduction, Fundamentals of Radioactivity: Nuclear particles, Nuclear activity and half-life, Units of measuring nuclear activity, Specific activity, Interaction of nuclear particles and matter, Attenuation of Gamma radiation, Radionuclides, Generation & Detection of Nuclear Emission -Nuclear sources, Radionuclide generators, nuclear radiation detectors, Collimators, Diagnostic Methods using Radiation Detector Probes: Thyroid function test, Renal function test, Blood volume measurement, Radionuclide imaging systems- Rectilinear scanner, Scintillation camera, SPECT: Principle and working. PET: Principle and working.

Module-4

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module -5

Thermal Imaging & Advances in Medical Imaging Thermal Imaging: Medical thermography, Physics of thermography, Infrared detectors, Thermographic equipment, Quantitative medical thermography, Pyroelectricvidicon camera. Applications of thermal imaging medicine. Image Guided Intervention: Introduction, Stereotactic neurosurgery, Stereotactic neurosurgery based on digital image volumes- image acquisition, planning and transfer, Intraoperative Imaging- Intraoperative diagnostic imaging.

Course Outcomes:

After studying this course, students will be able to:

1. Describe the fundamentals of x-ray radiography and computed tomography, and analyze the system requirements.
2. Explain principles of ultrasound imaging and diagnostic methods and analyze the system requirements.
3. Discuss the fundamentals of radionuclide imaging, MRI, thermal imaging and analyze the system requirements.
4. Describe the concepts of image Guided Intervention and image guided surgery.
5. Design and develop prototype of simple medical imaging system.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Text Books:

1. Principles of Medical Imaging – by Kirk Shung, Michael B. Smith and BanjaminTsui, Academic Press, 1992
2. Handbook of Biomedical Instrumentation – by R.S.Khandpur, 2nd Edition, Tata McGraw Hill, 2003
3. Fundamentals of Medical Imaging – by Paul Suetens, Cambridge University Press, 2002

For the detail Syllabus of all other subjects of BE (EIE) 8th Sem, visit Electronics & Instrumentation Engineering 8th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other VTU EIE 8th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 8th Sem 2018 Scheme.

For all the (Professional Elective-4) subjects refer to Professional Elective-4 Scheme. The detail syllabus for industrial process instrumentation is as follows.

Module -1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module-2

Paper and Pulp Instrumentation: Different types of pulping, pulp bleaching, pulp blending, wet end and drier instrumentation.

Module -3

Cement Plants: Objectives of automation system, automation strategy, Distributed Control System for Cement Plant- A case study.

Module -4

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module -5

Steel Plant: Automation strategy, production planning and area supervision, iron zone, steel zone, mill zone, utility zone.

Course Outcomes:

After studying this course, students will be able to:

1. Sketch the typical instrumentation and control strategy in the process industries like paper, pulp, cement, power and steel plants.
2. List the variable to be monitored and controlled in the above said process industries.
3. Describe the instrumentation, control requirements and complete functioning of the above said industries.
4. Analyze the hardware and software tools required for the above said process industries.
5. Design and develop instrumentation and control strategy for simple process industry.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Text Books:

1. Handbook of Applied Instrumentation by Considine and Ross,, McGraw Hill Pub. (Modules 1 &2)
2. Computer Based Industrial Control by Krishna Kant, 2nd Edition, PHI, 2017 (Modules: 3, 4 &5).

Reference Books:

1. Donald P Eckman, Industrial Instrumentation, J.Wiley
2. S K Singh, Industrial Instrumentation & Control, 3rd edition, TMH 2009
3. J S Smith, Food Processing Principles & Applications, University press (US) 2004.

For the detail Syllabus of all other subjects of BE (EIE) 8th Sem, visit Electronics & Instrumentation Engineering 8th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other (EIE) 7th Sem 2018 Scheme subjects, refer to Electronics & Instrumentation Engineering 7th Sem 2018. The detailed syllabus for vtu eie 7th sem professional elective-3 syllabus for be 2018 scheme is as follows.

Don’t forget to download iStudy App for the latest syllabus, results, class timetable and many more features. In case of questions, don’t feel shy to leave a comment or leave feedback in the iStudy app for faster response.

For detailed Syllabus of all the other subjects of BE 7th Sem (EIE), do visit Electronics & Instrumentation Engineering 7th Sem Syllabus Subjects.

For the results of BE/B.Tech 7th Sem, kindly visit VTU BE/B.Tech 7th Sem direct result link.

Wishing you great luck ahead.

For all the other VTU EIE 7th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 7th Sem 2018 Scheme.

For all the (Professional Elective-3) subjects refer to Professional Elective-3 Scheme. The detail syllabus for internet of things is as follows.

Course Learning Objectives:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module -1

Introduction and IoT: Introduction to IoT, IoT Ecosystem, IoT Reference model Text 1-Chapter 1

Module -2

Transducers, Sensors and Actuators: Defining Transducers, Sensors and Actuators, Introduction to Transducers, Introduction to Sensors, Introduction to Actuators, Interfacing Concepts to Embedded Systems, Wireless Sensor Networks and its Technologies Text 1-Chapter 2

Module -3

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module -4

Domain Specific IoT: Introduction, Home automation, Smart Cities, Environment, Retail, Logistics, Agriculture, Health and Life style Text 1-Chapter 4 Public Safety : Overview of Public Safety, an IoT Blueprint for Public Safety, Emergency Response IoT Architecture, IoT Public Safety Information Processing, School Bus Safety. Text 2-Chapter 15

Module -5

IoT Platform Design Methodology: Introduction to IoT Platform Design Methodology, Purpose and Requirements Specification, Process Specification, Domain Model Specification, Information Model Specification, Service Specification, IoT Level Specification, Functional View Specification, Operational View Specification, Device and Component Integration, Application Developments Text 1-Chapter 5

Note: As a part of assignments, the students (in a group of 3 or 4) advised to carry out mini / hobby project using IoT technology.

Course Outcomes:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Question Paper Pattern:

• The question paper will have TEN questions.
• Each full question carry 20 marks
• There will be TWO full questions (with maximum of THREE sub questions) from each module.
• Each full question will have sub questions covering all the topics under a module.
• The students will have to answer FIVE full questions, selecting ONE full question from each module.

Text Books:

1. Srinivasa K G , Siddesh G M, Hanumantha Raju R, Internet of Things Cengage Learning India Pvt Ltd (ISBN : 978-93-86858-95-5).
2. David Hanes, Gonzalo Salgueiro, Patrick Grossetete, Robert Barton, Jerome Henry, IoT Fundamentals : Networking Technologies, Protocols and Use Cases for the Internet of Things, 1st Edition, Pearson Education (Cisco Press Indian Reprint)( ISBN: 978-9386873743).

Reference Books:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
.

For the detail Syllabus of all other subjects of BE (EIE) 7th Sem, visit Electronics & Instrumentation Engineering 7th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other VTU EIE 7th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 7th Sem 2018 Scheme.

For all the (Professional Elective-3) subjects refer to Professional Elective-3 Scheme. The detail syllabus for biomedical signal processing is as follows.

Module -1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module -2

Filtering for Artifacts Removal: Random noise, structured noise and physiological interference, stationary versus non-stationary processes, typical case study, time domain filters with application: Synchronized averaging, moving-average filters. Frequency domain filters with examples, removal of high frequency noise by Butterworth low pass filters, removal of low frequency noise by Butterworth high pass filter, removal of periodic artifacts by notch and comb filters. Weiner filter Text-1: 3.1, 3.1.1, 3.1.2, 3.3, 3.3.1, 3.3.2, 3.3.3, 3.4, 3.4.1, 3.4.2, 3.4.3, 3.5.

Module-3

Basics of signal averaging, Signal averaging as a digital filter, A typical average, Software for signal averaging, Limitations of signal averaging. Text-3: 9.1 to 9.5 Data Acquisition and classification of sleep stages, The Markov model and Markov chains, Dynamics of Sleep-wave Transitions, Hypnogram Model Parameters. Text-2: 5.1 to 5.4

Module -4

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module -5

Direct data compression techniques, Direct ECG data compression techniques, Transformation compression techniques, Other data compression techniques, Data compression techniques comparison. Text-2: 8.1 to 8.5

Course Outcomes:

After studying this course, students will be able to:

1. Discuss the origin, nature and characteristics of biomedical signals.
2. Identify the noise and artifacts in biomedical signals and apply suitable filters remove.
3. Apply the signal averaging technique.
4. Evaluate various event detection techniques for the analysis of the EEG and ECG.
5. Apply different data compression techniques on biomedical Signals.
6. Develop algorithms to process and analyze biomedical signals for better diagnosis.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Text Books:

1. Biomedical signal analysis- A case study approach, Rangayyan Rangaraj, Wiley Inderscience (IEEE Press)-2005
2. Biomedical Signal Processing- principles and techniques, Tata McGraw-Hill, D.C.Reddy, 2005
3. Biomedical Digital Signal Processing-Willis J.Tompkins, PHI,

Reference Books:

1. Biomedical Signal Processing -Akay M, , Academic: Press 1994.
2. Biomedical Signal Processing -Cohen.A, -Vol. I Time & Frequency Analysis, CRC Press, 1986.

For the detail Syllabus of all other subjects of BE (EIE) 7th Sem, visit Electronics & Instrumentation Engineering 7th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.

For all the other VTU EIE 7th Sem Syllabus for BE 2018 Scheme, visit Electronics & Instrumentation Engineering 7th Sem 2018 Scheme.

For all the (Professional Elective-3) subjects refer to Professional Elective-3 Scheme. The detail syllabus for computer communication networks is as follows.

Module -1

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Module -2

The Data Link Layer: Data Link Layer Design Issues, Error Detection and Correction, Elementary Data Link Protocols, Sliding Window Protocols, Protocol Verification, Data Link Protocols

Module -3

The Medium Access Control Sub Layer: The Channel Allocation Problem, Multiple Access Protocols, Ethernet, Wireless LANS Broadband Wireless, Bluetooth

Module -4

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
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Module -5

The Transport Layer: The Transport Service. A Simple Transport Protocol, The Internet Transport Protocols (TCP and UDP), Performance Issues. The Application Layer: Domain Name System (DNS), electronic mail, worldwide web.

Course Outcomes:

After completion of this course the student is able to:

1. Describe the basic computer network technology.
2. Identify and analyze the different network topologies and protocols.
3. Analyze the different network devices and their functions within a network\
4. Apply the knowledge in the establishing computer based networks in real world problems.

Question Paper Pattern:

For the complete Syllabus, results, class timetable, and many other features kindly download the iStudy App
It is a lightweight, easy to use, no images, and no pdfs platform to make students’s lives easier.
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Text Books:

1. Computer Networks: Andrews S. Tanenbaum, 4th Edition, Pearson Education, 2010.

Reference Books:

1. ATM Networks concepts and Protocols – SumitKasera, Tata McGraw Hill 2nd edition, 2008
2. Data and computer networks- W STALLINGS 5th Edition, Prentice Hall of India 1998.

For the detail Syllabus of all other subjects of BE (EIE) 7th Sem, visit Electronics & Instrumentation Engineering 7th Sem Subjects.

For all (CBSE & Non-CBSC) BE/B.Tech results, visit VTU BE/B.Tech all semester results.