MEENAKSHI RAMASWAMY ENGINEERING COLLEGE
Approved by AICTE, New Delhi and Affiliated to Anna University, Chennai - 25
Trichy Main Road, M.R. Kalvi Nagar, Thathanur (Po), Udayarpalayam (Tk),
Ariyalur (Dt), - 621804. Tamilnadu, India.
Academic Year 2025 – 2026Odd Semester
Department of computer applications
Course Description
EC3354-SIGNALS AND SYSTEMS
Vision of the Institution Vision of the Department
To be a centre of excellence in technical The department of computer applications aims to
education and research with innovative generate groomed, technically competent and
teaching, learning, processes with socio-
skilled intellectual professionals, specifically from
economic environmental ethics through
training to the students in the field of the rural area to meet the current challenges of the
Engineering and Technology to meet the modern computing industry.
demands of industrial needs of global
standards.
Mission of the Institution Mission of the Department
To provide value-based quality education To offer comprehensive post graduate programs
through effective teaching-learning processes focusing on computer applications.
with maintaining excellent infrastructure,
highly qualified and dedicated faculty.
To create highly technically qualified To enrich the student experience by providing a
knowledge-based graduates through career- diverse range of co curricular activities that foster
oriented courses, academic freedom, value- personal growth and leadership, promoting a holistic
based education. approach to education and lifelong learning.
To nurture creativity, critical thinking, To cultivate a dynamic and inclusive environment
interpersonal skills and excellence through through a wide range of extracurricular programs
learning
To enhance knowledge in research through
collaboration with industry and consultancy
work in engineering to develop current system
for the betterment of our society.
PEOs of the Program
1 To provide the students with a strong foundation in the required sciences in order to pursue studies in
Electronics and Communication Engineering.
2 To gain adequate knowledge to become good professional in electronic and communication engineering
associated industries, higher education and research.
3 To develop attitude in lifelong learning, applying and adapting new ideas and technologies as their field
evolves.
4 To prepare students to critically analyze existing literature in an area of specialization and ethically develop
innovative and research oriented methodologies to solve the problems identified
5 To inculcate in the students a professional and ethical attitude and an ability to visualize the engineering
issues in a broader social context.
Program Outcomes
PO1 Engineering Knowledge PO2 Problem Analysis
PO3 Design/Development of Solutions PO4 Conduct Investigations of Complex Problems
PO5 Modern Tool Usage PO6 The Engineer and Society
PO7 Environment and Sustainability PO8 Ethics
PO9 Individual and Team Work PO10 Communication
PO11 Project Management and Finance PO12 Life-long Learning
Programs Specific Outcomes
PSO1 Innovation PSO2 Sustainability
Course Details
Course Code C303 Course Name Signals and Systems
Regulation 2021 Course Category ProfessionalCore Course
Total Periods 60 Lecture 45 Tutorial 15 Practical Credit 4
Sem. / Year III/II Department Electronics and Communication Engineering
Course InCharge Mrs.V.Seetha Designation / Dept. AP/ECE
Course Overview
This course provides an in-depth introduction to the Internet of Things (IoT), covering the fundamentals of
connecting physical devices to the internet to collect, analyze, and act on data..
Course Objectives
1 To understand the concepts of IoT and its working models
2 To know the various IoT protocols
3 To understand about various IoT Physical devices and Endpoints
4 To know the security and privacy issues connected with IoT
5 To apply the concept of Internet of Things in a real world scenario.
Highest
Course Outcomes : At the end of the course students are able to
BTL
Define the infrastructure for supporting IoT deployments
CO 1 2
Understand the usage of IoT protocols for communication between various IoT devices
CO 2 4
CO 3 Design portable IoT using Arduino/Raspberry Pi /equivalent boards. 4
Understand the basic concepts of security and governance as applied to IoT
CO 4 4
CO 5 Analyze and illustrate applications of IoT in real time scenario 4
CO – PO PSO Articulation Matrix
POs PSOs
COs
1 2 3 4 5 6 7 8 9 10 11 12 1 2
C303.1 3 - 3 - 3 2 - - - - - 3 - 1
C303.2 3 - 3 - - 2 - - - - - 3 3 -
C303.3 3 3 - - 3 2 - - - - - 3 - -
C303.4 3 3 - - 3 2 - - - - - 3 3 1
C303.5 3 3 - 3 3 2 - - - - - 3 3 1
Justification of CO PO PSO Mapping
CO CO CO CO CO CO CO CO CO CO
PO1 : Knowledge PO2: Analysis
1 2 3 4 5 1 2 3 4 5
Basic Mathematical Techniques Problem Statements
Engineering Parameters to Solve
Advanced Mathematical Techniques
Problems
Mathematical or Engineering Knowledge
Basic Science
3 3 3 3 3 of a Problem - - 3 3 3
Laws of Natural Science Solution Methods
Fundamental Engineering Concepts Formulation of System or Process
Electrical Engineering Concepts Error in the Solution Process
CO CO CO CO CO CO CO CO CO CO
PO3: Design PO4: Investigate
1 2 3 4 5 1 2 3 4 5
Design Objectives Purposes of Investigation
Methods for Calibration, Data Collection,
Tools for Engineering Design Solutions
Analysis or Presentation
Models or Prototypes for Design
Tools for Measurement
Solutions 3 3 - - - - - - - 3
Alternate Design Solutions Appropriate Equipment and Procedures
Tools / Techniques to conduct
Select Design Solutions
Experiments or collect Data
Improve or Revise the Design Represent Data
CO CO CO CO CO PO6 : Society CO CO CO CO CO
PO5 :Modern Tools
1 2 3 4 5 1 2 3 4 5
Engineering Role in Protection of the
Modern Engineering Tools
Public / Public Interest
Modern Tools or Techniques to Solve
Social Issues
Engineering Problems
Strengths and Limitations of Tools Health / Safety Issues
3 - 3 3 3 2 2 2 2 2
Discipline Specific Modern Tools Legal / Cultural Issues
Regulations Relevant to Societal, Health,
Select Suitable Tools
Safety, Legal and Cultural Issues
Accuracy or limitations of Results from Responsibilities of Professional
Modern Tools Engineering Practice.
CO CO CO CO CO CO CO CO CO CO
PO7: Environment PO 8:Ethics
1 2 3 4 5 1 2 3 4 5
Impact of Engineering In Environmental Norms of the Engineering Practice.
Responsibilities of the Engineering
Sustainable Development
Practice.
Environmental Impacts on Engineering
Unethical Professional Conduct
Product or Activity
- - - - - - - - - -
Environmental Dimensions of
Ethical Alternatives
Sustainability
Preventive Engineering Moral & Ethical Principles
Management Techniques For
Prevent Un Ethics
Sustainable Development
CO CO CO CO CO CO CO CO CO CO
PO9:Individual,Team 1 2 3 4 5
PO10:Communication 1 2 3 4 5
Working and Learning Preferences Technical and Non-Technical Information
Norms of Practice in Team Work Engineering Documents
Flow in a Document with Logical
Leadership Skills
Progression of Ideas
Listen or Comprehend or Oral
Treat or Listen Team Members / - - - - - - - - - -
Presentation on Technical and Non-
Composure in Difficult Situations
Technical Information
Engineering Figures, Reports and
Solving Team Issues
Drawings for Report or Presentation
Present Results as a Team and Individual
Message in a Document or a Presentation
Efforts
CO CO CO CO CO PO12:Lifelong Learning CO CO CO CO CO
PO11:Management
1 2 3 4 5 1 2 3 4 5
Management Principles Continuing Professional Development
Economic and Financial Aspects of an Gaps in Knowledge and Information to
Engineering Activity Close this Gap
Financial Status of An Engineering History of Technological Advance in
Project Engineering
- - - - - 3 3 3 3 3
Proposal in Line With Economic And
New Developments in Engineering
Financial Considerations.
Tasks / Resources Required to Complete Technical and Popular Information for
an Engineering Activity Feasibility, Viability, Sustainability
Project Management Tools Technical Literature
CO CO CO CO CO CO CO CO CO CO
PSO1 : PSO2 :
1 2 3 4 5 1 2 3 4 5
Rotating Machines Geothermal Energy
Power Conversion Systems Battery Management Systems
Control Systems - 3 - 3 3 Grid Modernization 1 - - 1 1
Semiconductor Devices Hydropower Systems
Microcontroller Units Inverter Technology
Course Outcomes Attainment Process
Assignment End Course Exit
Internal Test / Seminar / Semester Survey
case Study Exam
40 % Direct Attainment 60 % In Direct Attainment
80 % Course Attainment 20 %
Met Attainment Threshold
NO
S
YE
Attainme
Remedia
Improve
l Action
Process
nt
Rubrics for Course Attainment
% of students scoring more than
Threshold Attainment Level
threshold
50 1
Based on average performance of 60 2
students in assessment tools
70 3
Threshold Details
Assessment Tools Threshold in %
Continuous Internal Assessment Test [CIA] 50
Assignment / Seminar 80
Course Exit Survey 80
End Semester Exam 50
Percentage Contribution of Assessment tools in Course Attainment
Test 70 %
Internal Attainment 40 %
Direct
Assignment / Seminar 30 % 80 %
Attainment
Course
Attainment External Attainment End Semester Exam 60 %
In direct
Course Exit Survey 20 %
Attainment
Frequency of Assessment Tools
Course category Name of the Assessment Tool No of times conducted per
semester
Test 3 to 4
Theory Courses Assignment / Seminar 2 to 3
End Semester Exam 1
Course Exit Survey 1
Attainment Calculation
Direct Attainment
1. Internal Test
Three tests will be conducted then evaluated Marks will be grouped to respective CO
Attainment level for each CO is calculated by % of students achieving Threshold. Internal Test Threshold
= 50 Marks.
Attainment Level = 3 / 2 / 1 if ≥80 % / ≥70 % / ≥60 % of students’ scores ≥ 50.
Average of all COs for 3 tests is Internal Test Attainment.
2. Assignment
Three assignments will be given then evaluated Marks will be grouped to respective CO
Attainment level for each CO is calculated by % of students achieving Threshold.
Internal Assignment Threshold = 80 Marks
Attainment Level = 3 / 2 / 1 if ≥80 % / ≥70 % / ≥60 % of students’ scores ≥ 80.
Average of all Cos for 3 Assignments is Internal Assignment Attainment.
Internal Attainment = 0.7 * Internal Test Attainment + 0.3 * Internal Assignment Attainment
3. University Exam
Attainment level is calculated by % of students achieving Threshold.
University Exam Threshold = 50 marks
Attainment Level = 3 / 2 / 1 if ≥80 % / ≥70 % / ≥60 % of students’ scores ≥ 50
Direct Attainment = 0.6 * University Exam Attainment + 0.4 * Internal Attainment
Indirect Attainment
Course Exit Survey
Course Exit Survey will be conducted. Average marks for feedback questions will be calculated
Attainment level is calculated by % of students achieving Threshold. Threshold = 80 % Marks
Attainment Level = 3 / 2 / 1 if ≥80 % / ≥70 % / ≥60 % of students’ scores ≥ 80.
CO Attainment = 80 % of Direct Attainment + 20 % of Indirect Attainment
Syllabus
EC3354-SIGNALS AND SYSTEMS
UNIT I FUNDAMENTALS OF IOT 9
Definition and Characteristics of IoT, Sensors, Actuators, Physical Design of IoT – IoT Protocols,
IoT communication models, IoT Communication APIs, IoT enabled Technologies – Wireless
Sensor Networks, Cloud Computing, Embedded Systems, IoT Levels and Templates, Domain
Specific IoTs – Home, City, Environment, Energy, Agriculture and Industry.
UNIT II IOT PROTOCOLS 9
Protocol Standardization for IoT – Efforts – M2M and WSN Protocols – SCADA and RFIDProtocols
– Issues with IoT Standardization – Unified Data Standards – Protocols – IEEE802.15.4–BACNet
Protocol– Modbus – KNX – Zigbee– Network layer – APS layer – Security
UNIT III IOT PHYSICAL DEVICES AND ENDPOINTS 9
Introduction to Arduino and Raspberry Pi- Installation, Interfaces (serial, SPI, I2C), Programming –
Python program with Raspberry PI with focus on interfacing external gadgets, controlling output,
and reading input from pins.
UNIT IV INTERNET OF THINGS PRIVACY, SECURITY AND GOVERNANCE 9
Introduction, Overview of Governance, Privacy and Security Issues, Contribution from FP7
Projects, Security, Privacy and Trust in IoT-Data-Platforms for Smart Cities, First Steps Towards a
Secure Platform, Smartie Approach. Data Aggregation for the IoT in Smart Cities, SecurityFourier
series for periodic signals - Fourier Transform – properties- Laplace Transforms and Properties
UNIT V APPLICATIONS 9
IOT APPLICATIONS - IoT applications for industry: Future Factory Concepts, Brownfield IoT,
Smart Objects, Smart Applications. Study of existing IoT platforms /middleware, IoT- A, Hydra etc.
Text Books Total Periods 45
1 "Internet of Things: Architecture, Design Principles and Applications" by Rajkamal (McGraw Hill)
and "Architecting the Internet of Things" by Dieter Uckelmann et al. (Springer).
2 Fundamentals: Networking Technologies, Protocols and Use Cases for the Internet of Things" by
David Hanes et al.
Reference Books
1 Internet of Things - A Hands-on Approach, Arshdeep Bahga and Vijay Madisetti,
Universities Press, 2015, ISBN: 9788173719547
2 Olivier Hersent, David Boswarthick, Omar Elloumi , “The Internet of Things – Key
applications and Protocols”, Wiley, 2012. .
3 David Hanes, Gonzalo Salgueiro, Patrick Grossetete, Rob Barton, Jerome Henry, “IoT
Fundamentals, Networking Technologies, Protocols, and Use cases for the Internet of
Things”, Cisco Press, First Edition,2017.
4 Dieter Uckelmann, Mark Harrison, Michahelles, Florian (Eds), “Architecting the Internet
ofThings”, Springer, 2011
5 Raspberry Pi Cookbook, Software and Hardware Problems and solutions, Simon Monk,
O'Reilly (SPD), 2016, ISBN 7989352133895
6 Peter Friess,'Internet of Things – From Research and Innovation to Market Deployment',
River Publishers, 2014.
Lesson Plan
Content Delivery - CD Chalk & Board – 1
ICT : PPT – 2 VIDEO – 3 Simulation – 4 Expert Lecture Video - 5
Instruction Methodology – IM Lecture – 1 Tutorial – 2 Assignment – 3 Seminar – 4 Group
Discussion– 5 Peer Learning – 6 Others (Lab ) - 7
Lecture
Topic to Covered CO CD IM
No
UNIT I CLASSIFICATION OF SIGNALS AND SYSTEMS
1 Definition and Characteristics of IoTDomain 1 1 1
2 Sensors, Actuators, Physical Design of IoT 1 1 1
3 IoT Protocols, IoT communication models 1 1 1
4 IoT Communication APIs, IoT enabled Technologies – Wireless 1 1 1
5 Sensor Networks, Cloud Computing, 1 1 1
6 Embedded Systems, 1 1 1
7 ,–, IoT Levels and Templates, Energy & Power signals 1 1 1
8 Specific IoTs – Home, City, Environment 1 1 1
9 , Energy, Agriculture and Industry.Classification of systems 1 1 11
UNIT II IOT PROTOCOLS 9
Protocol Standardization for IoT –– SCADA and RFIDProtocols 1
– Issues with IoT Standardization – Unified Data Standards – Protocols –
10 IEEE802.15.4–BACNet 1 1
Protocol– Modbus – KNX – Zigbee– Network layer – APS layer –
Security
11 Efforts – M2M and WSN Protocols 1 1 1
12 Fourier series for periodic signals 1 4 2
Properties of Fourier Series CO CD IM
13 Fourier Transform 2 1 1
2 2 3
Properties of Fourier Transform
14
15 Laplace Transforms 2 1 1
16 Properties of Laplace Transform 2 2 3
17 Tutorial 2 1 1
18 2 2 4
19 2 4 2
Lesson Plan
Content Delivery - CD Chalk & Board – 1
ICT : PPT – 2 VIDEO – 3 Simulation – 4 Expert Lecture Video - 5
Instruction Methodology – IM Lecture – 1 Tutorial – 2 Assignment – 3 Seminar – 4 Group
Discussion– 5 Peer Learning – 6 Others (Lab ) – 7
Lecture
Topic to Covered CO CD IM
No
UNIT III LINEAR TIME INVARIANT CONTINUOUS
TIMESYSTEMS
20 Impulse response 3 1 1
21 convolution integrals 3 1 1
22 Differential Equation 3 1 1
23 Fourier transforms in Analysis of CT systems 3 1 1
24 Laplace transforms in Analysis of CT systems 3 1 1
25 3 3 4
Systems connected in series
26 Systems connected inparallel 3 3 4
27 Tutorial 3 3 2
UNIT IV ANALYSIS OF DISCRETE TIME SIGNALS
28 Baseband signal Sampling 4 1 1
29 Fourier Transform of discrete time signals 4 1 1
30 Properties of DTFT 4 2 1
31 Analysis using DTFT 4 1 3
32 Z Transform 4 1 3
33 Properties of Z Transform 4 2 4
34 Analysis usingZ Transform 4 1 2
35 Tutorial 4 1 2
Lesson Plan
Content Delivery - CD Chalk & Board – 1
ICT : PPT – 2 VIDEO – 3 Simulation – 4 Expert Lecture Video - 5
Instruction Methodology – IM Lecture – 1 Tutorial – 2 Assignment – 3 Seminar – 4 Group
Discussion– 5 Peer Learning – 6 Others (Lab ) - 7
Lecture Topic to Covered CO CD IM
No
UNIT V LINEAR TIME INVARIANT-DISCRETE TIME SYSTEMS
36 Impulse response,Natural response,Total response 5 1 1
37 Convolution sum 5 1 1
38 Difference equations 5 1 1
39 Discrete Fourier Transform 5 1 1
40 Z Transform 5 1 1
41 Recursive systems&Non-Recursive systems 5 2 1
42 DT systems connected in series 5 1 1
43 DT systems connected in parallel 5 1 1
44 Tutorial 5 1 2
45 Review and summary 5 2 1
Prepared By HoD Principal
Mrs.V.Seetha,AP/ECE