Project Ideas for Final Year ECE Students

Nowadays electronics play vital role on the Earth. And we all know that it has become a part in our daily life. So, many people are showing lot of interest on electrical and electronics concepts. Even the students are also showing lot of interest on ECE and EEE branches in Engineering for better future. Especially the demand for ECE branch is increasing at rapid rate.
For engineering students, projects play very important role in the final year. They have to use their knowledge and do the projects individually with innovative ideas.
So, Here we are providing the list of many ECE projects ideas on various categories to create better knowledge on what type of projects that an ECE student can choose. Here we are providing the list of ECE projects in various categories such as Embedded, Electrical, Robotics, Communication based, DTMF, GSM, PC, Solar based, Sensor based, power electronics, general electronics, RF based, RFID based projects, etc. Here are also providing the abstract details also along with the project ideas.
We hope this would give better idea in choosing the best project in final year engineering.

List of ECE Projects Ideas for Final Year Engineering Students:

• Auto Intensity Control of Street Lights - Abstract
• Automatic Irrigation System on Sensing Soil Moisture Content - Abstract
• Programmable Switching Control for Industrial Automation in Repetitive Nature of Work - Abstract
• Automatic Wireless Health Monitoring System in Hospitals for Patients - Abstract
• Precise Digital Temperature Control - Abstract
• Optimum Energy Management System- Abstract
• Security System Using Smartcard Technology - Abstract
• PC Based Electrical Load Control - Abstract
• Secret Code Enabled Secure Communication Using RF Technology - Abstract
• Density Based Traffic Signal System - Abstract
• Line Following Robotic Vehicle - Abstract
• TV Remote Operated Domestic Appliances Control - Abstract
• Password Based Circuit Breaker - Abstract
• Programmable Load Shedding Time Management for Utility Department - Abstract
• Object Detection by Ultrasonic Means - Abstract
• Street Light that Glows on Detecting Vehicle Movement - Abstract
• Tampered Energy Meter Information Conveyed to Concerned Authority by Wireless Communication - Abstract
• Distance Measurement by Ultrasonic Sensor - Abstract
• Portable Programmable Medication Reminder - Abstract
• Programmable Energy Meter for Electrical Load Survey - Abstract
• Security System With User Changeable Password - Abstract
• Networking of Multiple Microcontrollers - Abstract
• Solar Powered LED Street Light with Auto Intensity Control - Abstract
• SCADA (Supervisory Control & Data Acquisition) for Remote Industrial Plant - Abstract
• Parallel Telephone Lines with Security System - Abstract
• Using TV Remote as a Cordless Mouse for the Computer - Abstract
• Movement Sensed Automatic Door Opening System - Abstract
• Railway Level Crossing Gate Control through SMS by the Station Master or the Driver - Abstract
• GSM Based Monthly Energy Meter Billing via SMS - Abstract
• DTMF Based Load Control System - Abstract
• Synchronized Traffic Signals - Abstract
• Pick N Place with Soft Catching Gripper - Abstract
• Fire Fighting Robotic Vehicle - Abstract
• War Field Spying Robot with Night Vision Wireless Camera - Abstract
• Theft Intimation of the Vehicle Over SMS to Owner Who Can Stop the Engine Remotely - Abstract
• Closed Loop Control for a Brushless DC Motor to Run at the Exactly Entered Speed- Abstract
• Automatic Surveillance Camera Panning System from PC - Abstract
• Flash Flood Intimation Over GSM Network - Abstract
• RFID security access control system - Abstract
• Integrated Energy Management System Based on GSM Protocol with Acknowledgement Feature - Abstract
• Cell Phone Based DTMF Controlled Garage Door Opening System - Abstract
• Display of Dialed Telephone Numbers on Seven Segment Displays - Abstract
• Non Contact Tachometer - Abstract
• RFID based attendance system - Abstract
• Line Following Robotic Vehicle Using Microcontroller - Abstract
• Automatic Dialing to Any Telephone Using I2C Protocol on Detecting Burglary - Abstract
• Life Cycle Testing of Electrical Loads by Down Counter - Abstract
• GSM Based Energy Meter Reading with Load Control - Abstract
• BLDC Motor Speed Control with RPM Display - Abstract
• Predefined Speed Control of BLDC Motor - Abstract
• Stamp Value Calculator for Postage Needs - Abstract
• Dish Positioning Control by IR Remote - Abstract
• Hidden Active Cell Phone Detector - Abstract
• Long Range FM Transmitter with Audio Modulation - Abstract
• Railway Track Security System - Abstract
• Sun Tracking Solar Panel - Abstract
• Remote Jamming Device - Abstract
• Wireless Electronic Notice Board Using GSM - Abstract
• IR Obstacle Detection to Actuate Load - Abstract
• Automatic Dusk to Dawn (Evening on to Morning Off) - Abstract
• Rhythm Following Flashing Lights - Abstract
• Thermistor Based Temperature Control - Abstract
• Object Counter with 7 Segment Display - Abstract
• Incoming Phone Ring Light Flasher - Abstract
• Solar Power Charge Controller - Abstract
• Wire Loop Breaking Alarm Signal - Abstract
• Video Activated Relay to Control the Load - Abstract
• Touch Controlled Load Switch - Abstract
• Time Delay Based Relay Operated Load - Abstract
• Electronic Eye Controlled Security System - Abstract
• Fastest Finger Press Quiz Buzzer - Abstract
• Pre-programmed Digital Scrolling Message System - Abstract
• Speed Checker to Detect Rash Driving on Highways - Abstract
• Home Automation Using Digital Control - Abstract
• Four Quadrant DC Motor Speed Control with Microcontroller - Abstract
• Intelligent Overhead Tank Water Level Indicator - Abstract
• Speed Synchronization of Multiple Motors in Industries - Abstract
• Pre Stampede Monitoring and Alarm System - Abstract
• Unique Office Communication System Using RF - Abstract
• PC Controlled Scrolling Message Display for Notice Board - Abstract
• Touch Screen Based Industrial Load Switching - Abstract
• Touch Screen Based Home Automation System - Abstract
• Speed Checker to Detect Rash Driving on Highways - Abstract
• RF Based Home Automation System - Abstract
• Wireless message Communication Between Two Computers - Abstract
• Obstacle Avoidance Robotic Vehicle - Abstract
• Solar Powered Auto Irrigation System - Abstract
• Auto Metro Train to Shuttle Between Stations - Abstract
• Touch Screen Based Remote Controlled Robotic Vehicle for Stores Management - Abstract
• Metal Detector Robotic Vehicle - Abstract
• RFID Based Passport Details - Abstract
• Beacon Flasher Using Microcontroller - Abstract
• Discotheque Light Stroboscopic Flasher - Abstract
• IR Controlled Robotic Vehicle - Abstract
• Automatic Bell System for Institutions - Abstract
• Cell Phone Controlled Robotic Vehicle - Abstract
• RFID Based Device Control and Authentication Using PIC Microcontroller - Abstract
• Theft Intimation of Vehicle Over SMS to Owner Who Can Stop the Engine Remotely - Abstract
• Street Light that Glows on Detecting Vehicle Movement - Abstract
• Density Based Traffic Signal System Using PIC Microcontroller - Abstract
• Solar Energy Measurement System - Abstract

Final Year Engineering Projects for Electronics and Instrumentation (EIE) Students

Edgefx Technologies Pvt. Ltd provides 100% output guaranteed final year engineering projects for Electronics and Instrumentation students. We provide various kinds of embedded projects, electrical projects, robotics projects, communication based projects, etc. and help to thousands of engineering students to complete their final year in very successful manner. Following is the list of various types of project ideas for EIE students available in Edgefx Technologies.

List of Project Ideas for Final Year EIE Students:

• Auto Power Supply Control from 4 Different Sources: Solar, Mains, Generator & Inverter to Ensure No Break Power – Abstract
• Ultra Fast Acting Electronic Circuit Breaker – Abstract
• Automatic Irrigation System on Sensing Soil Moisture Content – Abstract
• Automatic Star Delta Starter Using Relays and Adjustable Electronic Timer for Induction Motor – Abstract
• Programmable Switching Control for Industrial Automation in Repetitive Nature of Work- Abstract
• Automatic Wireless Health Monitoring System in Hospitals for Patients- Abstract
• Precise Digital Temperature Control – Abstract
• Optimum Energy Management System – Abstract
• Security System Using Smartcard Technology- Abstract
• Line Following Robotic Vehicle – Abstract
• TV Remote Operated Domestic Appliances Control – Abstract
• Password Based Circuit Breaker – Abstract
• Programmable Load Shedding Time Management for Utility Department – Abstract
• Object Detection by Ultrasonic Means – Abstract
• Tampered Energy Meter Information Conveyed to Concerned Authority by Wireless Communication – Abstract
• Distance Measurement by Ultrasonic Sensor – Abstract
• Portable Programmable Medication Reminder – Abstract
• Programmable Energy Meter for Electrical Load Survey – Abstract
• Networking of Multiple Microcontrollers  – Abstract
• SCADA (Supervisory Control & Data Acquisition) for Remote Industrial Plant – Abstract
• Movement Sensed Automatic Door Opening System – Abstract
• Pick N Place with Soft Catching Gripper – Abstract
• Fire Fighting Robotic Vehicle – Abstract
• War Field Spying Robot with Night Vision Wireless Camera – Abstract
• Integrated Energy Management System Based on GSM Protocol with Acknowledgement Feature – Abstract
• Underground Cable Fault Distance Locator – Abstract
• Display of Dialed Telephone Numbers on Seven Segment Displays – Abstract
• Non Contact Tachometer – Abstract
• Line Following Robotic Vehicle Using Microcontroller – Abstract
• Auto Selection of Any Available Phase, in 3 Phase Supply System – Abstract
• Life Cycle Testing of Electrical Loads by Down Counter – Abstract
• GSM Based Energy Meter Reading with Load Control – Abstract
• Stamp Value Calculator for Postage Needs – Abstract
• Railway Track Security System – Abstract
• Thermistor Based Temperature Control – Abstract
• Electronic Eye Controlled Security System – Abstract
• Fastest Finger Press Quiz Buzzer – Abstract
• Speed Checker to Detect Rash Driving on Highways  – Abstract
• Home Automation Using Digital Control – Abstract
• Intelligent Overhead Tank Water Level Indicator – Abstract
• Speed Synchronization of Multiple Motors in Industries – Abstract
• Pre Stampede Monitoring and Alarm System – Abstract
• Touch Screen Based Home Automation System  – Abstract
• Speed Checker to Detect Rash Driving on Highways – Abstract
• RF Based Home Automation System  – Abstract
• Obstacle Avoidance Robotic Vehicle  – Abstract
• Auto Metro Train to Shuttle Between Stations – Abstract
• Touch Screen Based Remote Controlled Robotic Vehicle for Stores Management – Abstract
• Metal Detector Robotic Vehicle  – Abstract
• RFID Based Passport Details  – Abstract
• Beacon Flasher Using Microcontroller – Abstract
• IR Controlled Robotic Vehicle  – Abstract
• Automatic Bell System for Institutions  – Abstract
• Cell Phone Controlled Robotic Vehicle  – Abstract
• RFID Based Device Control and Authentication Using PIC Microcontroller  – Abstract
• Solar Energy Measurement System  – Abstract

EEE Project Ideas for Final Year Engineering Students

Edgefx Technologies Pvt. Ltdprovides 100% output guaranteed final year engineering projects for EEE students. We provide various kinds of embedded projects, electrical projects, robotics projects, communication based projects, etc. and help to thousands of engineering students to complete their final year in very successful manner. We mainly provide 3 kinds of kits such as Project kit, Readymade kit and Do It Yourself Kit. Following is the list of various types of project ideas for EEE students available in Edgefx Technologies.

List of EEE Project Ideas for Final Year Engineering Students:

• Auto Intensity Control of Street Lights - Abstract
• Speed Control Unit Designed for a DC Motor - Abstract
• Auto Power Supply Control from 4 Different Sources: Solar, Mains, Generator & Inverter to Ensure No Break Power - Abstract
• Thyristor Power Control y IR Remote - Abstract
• Thyristor Controlled Power for Induction Motor - Abstract
• Lamp Life Extender by ZVS (Zero Voltage Switching) - Abstract
• Three Phase Solid State Relay with ZVS - Abstract
• Industrial Power Control by Integral Cycle Switching without Generating Harmonics - Abstract
• Industrial Battery Charger by Thyristor Firing Angle Control - Abstract
• Ultra Fast Acting Electronic Circuit Breaker - Abstract
• Automatic Irrigation System on Sensing Soil Moisture Content - Abstract
• Automatic Star Delta Starter Using Relays and Adjustable Electronic Timer for Induction Motor - Abstract
• Bidirectional Rotation of an Induction Motor with a Remote Control Device - Abstract
• Programmable Switching Control for Industrial Automation in Repetitive Nature of Work - Abstract
• Precise Digital Temperature Control - Abstract
• PC Based Electrical Load Control - Abstract
• Line Following Robotic Vehicle - Abstract
• TV Remote Operated Domestic Appliances Control - Abstract
• Password Based Circuit Breaker - Abstract
• Programmable Load Shedding Time Management for Utility Department - Abstract
• Object Detection by Ultrasonic Means - Abstract
• Street Light that Glows on Detecting Vehicle Movement - Abstract
• Tampered Energy Meter Information Conveyed to Concerned Authority by Wireless Communication - Abstract
• Cyclo Converter Using Thyristors - Abstract
• Programmable Energy Meter for Electrical Load Survey - Abstract
• Minimizing Penalty in Industrial Power Consumption by Engaging APFC Unit - Abstract
• Detecting Power Grid Synchronization Failure on Sensing Frequency or Voltage Beyond Acceptable Range - Abstract
• Solar Powered LED Street Light with Auto Intensity Control - Abstract
• SCADA (Supervisory Control & Data Acquisition) for Remote Industrial Plant - Abstract
• Movement Sensed Automatic Door Opening System - Abstract
• GSM Based Monthly Energy Meter Billing via SMS - Abstract
• DTMF Based Load Control System - Abstract
• Synchronized Traffic Signals - Abstract
• Pick N Place with Soft Catching Gripper - Abstract
• Fire Fighting Robotic Vehicle - Abstract
• War Field Spying Robot with Night Vision Wireless Camera - Abstract
• Closed Loop Control for a Brushless DC Motor to Run at the Exactly Entered Speed - Abstract
• Integrated Energy Management System Based on GSM Protocol with Acknowledgement Feature - Abstract
• Induction Motor Protection System - Abstract
• Cell Phone Based DTMF Controlled Garage Door Opening System - Abstract
• Underground Cable Fault Distance Locator - Abstract
• Three Phase Fault Analysis with Auto Reset on Temporary Fault and Permanent Trip Otherwise - Abstract
• Smooth Start of a Single Phase Induction Motor - Abstract
• High Voltage DC Upto 2kv from AC by Using Diode and Capacitors in Voltage Multiplier Circuit - Abstract
• Non Contact Tachometer - Abstract
• RFID based attendance system - Abstract
• Line Following Robotic Vehicle Using Microcontroller - Abstract
• Auto Selection of Any Available Phase, in 3 Phase Supply System - Abstract
• Wireless Power Transfer - Abstract
• Life Cycle Testing of Electrical Loads by Down Counter - Abstract
• GSM Based Energy Meter Reading with Load Control - Abstract
• BLDC Motor Speed Control with RPM Display - Abstract
• Predefined Speed Control of BLDC Motor - Abstract
• Dish Positioning Control by IR Remote - Abstract
• Hidden Active Cell Phone Detector - Abstract
• Long Range FM Transmitter with Audio Modulation - Abstract
• Railway Track Security System - Abstract
• Sun Tracking Solar Panel - Abstract
• Remote Jamming Device - Abstract
• IR Obstacle Detection to Actuate Load - Abstract
• Automatic Dusk to Dawn (Evening on to Morning Off) - Abstract
• Rhythm Following Flashing Lights - Abstract
• Mains Operated LED Light - Abstract
• Thermistor Based Temperature Control - Abstract
• Step Up 6 Volt DC to 10 Volt DC Using 555 Timer - Abstract
• Over Voltage or Under Voltage Tripping Mechanism - Abstract
• Incoming Phone Ring Light Flasher - Abstract
• Solar Power Charge Controller - Abstract
• Wire Loop Breaking Alarm Signal - Abstract
• Video Activated Relay to Control the Load - Abstract
• Touch Controlled Load Switch - Abstract
• Time Delay Based Relay Operated Load - Abstract
• Precise Illumination Control of Lamp - Abstract
• Fastest Finger Press Quiz Buzzer - Abstract
• Sine Pulse Width Modulation (SPWM) - Abstract
• Home Automation Using Digital Control - Abstract
• Intelligent Overhead Tank Water Level Indicator - Abstract
• Speed Synchronization of Multiple Motors in Industries - Abstract
• Pre Stampede Monitoring and Alarm System - Abstract
• Touch Screen Based Industrial Load Switching - Abstract
• High Voltage DC by Marx Generator Principles - Abstract
• Touch Screen Based Home Automation System - Abstract
• Four Quadrant DC Motor Control without Microcontroller - Abstract
• Speed Checker to Detect Rash Driving on Highways - Abstract
• FACTs by SVC (flexible ac transmission) - Abstract
• FACTs (flexible ac transmission) by TSR - Abstract
• UPFC Unified Power Factor Control - Abstract
• RF Based Home Automation System - Abstract
• Obstacle Avoidance Robotic Vehicle - Abstract
• Solar Powered Auto Irrigation System - Abstract
• Power Saver for Industries & Commercial Establishments - Abstract
• Auto Metro Train to Shuttle Between Stations - Abstract
• Phase Sequence Checker for Three Phase Supply - Abstract
• Touch Screen Based Remote Controlled Robotic Vehicle for Stores Management - Abstract
• Metal Detector Robotic Vehicle - Abstract
• Electronic Soft Start for 3 Phase Induction Motor - Abstract
• RFID Based Passport Details - Abstract
• Beacon Flasher Using Microcontroller - Abstract
• Discotheque Light Stroboscopic Flasher - Abstract
• IR Controlled Robotic Vehicle - Abstract - Abstract
• Automatic Bell System for Institutions - Abstract
• Cell Phone Controlled Robotic Vehicle - Abstract
• RFID Based Device Control and Authentication Using PIC Microcontroller - Abstract
• Street Light that Glows on Detecting Vehicle Movement - Abstract
• Density Based Traffic Signal System Using PIC Microcontroller - Abstract
• Solar Energy Measurement System - Abstract

Project Topics

Please note that the project topics on this page are only a brief list to give the students a idea about the possible projects and technologies that are available to the students for their project work. We at Ensemble offer many more projects of varying complexity under each of the above categories. If you do not find any of the above projects to your liking please contact us either over phone or through the form on the contact us page mentioning your specific requirement and we will get back to you with project topics and ideas that are more suited to your specific requirement.

Also note that the above lists contain a combination of IEEE projects and some non IEEE projects as well, for the students to choose accordingly. The IEEE based projects in the above lists are almost exclusively from IEEE 2012 base papers. The above lists are updated periodically from time to time, you are welcome to visit this page for updated project topics. Our consolidated project lists meant for the academic year 2012-13, which will include many new projects will be uploaded shortly.

MATLAB Projects

MATLAB and MATLAB based projects are one of the key areas of work at Ensemble Technologies. In our opinion MATLAB is a extraordinary tool for students to use for their project works. With MATLAB a wide array or final year projects are possible for many departments like ECE, EEE, E&I and more. Over the years MATLAB as a tool has become more and more user friendly and today using MATLAB is quite easy and hence it is possible to implement good final year projects in MATLAB. MATLAB project are equally applicable for BE projects as well as for ME projects and PhD projects also.

MATLAB is a extensive software with possibilities for final year projects in many different domains. With MATLAB projects are possible in the following primary domains

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	ECE Projects
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• Image Processing Projects
• Digital Signal Processing Projects
• Electrical Projects
• Fuzzy Logic Projects
• Neural Network Projects
• ANFIS Projects
• Embedded Projects

This list is just a partial list of the projects in MATLAB, the software is capable of lot more.

With MATLAB projects in the form of both hardware real time implementation as well as simulation projects are possible. Some projects render themselves better for simulation and some are better for real time hardware implementation. Hence a student is at freedom to choose both hardware real time projects in MATLAB or go for Simulation projects in MATLAB.

MATLAB is one of the most widely used technology software in the world and hence naturally lots of IEEE papers based on MATLAB are published on a daily basis. This is also an added advantage because the students can choose from potentially thousands of IEEE papers for projects in MATLAB. We at Ensemble Technologies have compiled a list of selected IEEE based projects for the students to choose from.

One of the specific areas where MATLAB is at an advantage is Image processing. Image processing projects in MATLAB are a very good choice for project work, because of the extensive image processing capabilities of MATLAB. DIP projects in MATLAB are also very popular among the student community because it enables them to do projects that are otherwise not possible with other technologies.

ME Projects

At Ensemble we also assist in the implementation of latest IEEE papers for ME and M Tech students, as well as other post graduate courses. Over the years we have successfully handled hundreds of such projects with a impeccable track record. We understand that the requirements of a ME Project are different from other UG Projects, and handle the ME Projects accordingly.

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	Embedded Projects
	Robotic Projects
	DSP Projects
	IEEE Projects
	Zigbee Projects

With ME Projects we have both the options, where in either the students select their own IEEE papers and then we help them implement it, or alternatively we offer the students some selected papers from latest international publications like IEEE papers. For the current academic year 2012-2013 we offer projects ME Projects based on IEEE 2012 papers.

With ME Projects we offer all the possible options either be in terms of hardware projects or simulations. We at Ensemble offer real time ME Projects in various technologies and domains.Be it projects in embedded systems, VLSI projects, DSP Projects or simulation projects. With simulations we offer ME projects in MATLAB and also in Virtual Instrumentation. We have a dedicated team of experts and industry consultants that check for the feasibility of every project before we offer it to the students.

We offer projects ME / M Tech or in general PG students related to ECE, EEE and Instrumentation departments. Final year projects in almost all technologies and tools associated with these departments are handled.

DSP Projects

DSP Projects are a very good choice for final year projects in many departments like ECE, EEE, E&I etc, for many reasons. DSP based projects allow the students to realize specific projects that are otherwise not possible with other technologies. Also there are thousands of IEEE papers, based on which various simulation projects or real time DSP projects can be developed. A popular misconception among students is that DSP projects can only be simulation projects and that they cannot be implemented in real time. However this is not true and there are technologies and tools available using which many DSP projects can be realized in real time, with hardware implementations.

Unlike embedded systems projects that can be almost always be implemented in hardware, it is not possible to implement many DSP projects in hardware at a students level and cost. For projects like these that cannot be implemented in real time, there are other options like doing a simulation project on software like Matlab, Simulink and Labview. Each of these software has its own advantage and we select these tools depending on what is best for a certain DSP simulation project. Among these Matlab projects are a idea choice, since Matlab based projects can include more advanced signal processing functions easier than other software.

In addition to simulation projects there are DSP projects that can be realized in hardware, we at Ensemble use different tools and DSP processors from various manufacturers like Analog Devices, Texas Instruments, Microchip etc. Each of these manufacturers offer different ICs that are suited for final year projects in DSP. At Ensemble we have close to 10 years experience with these manufacturers and hence we are in a position to select products that are best for student projects in DSP.  We use these DSP processors with the respective development tools from the manufacturers like Visual DSP++ by Analog Devices.

Projects in DSP can be based on the various sub domains like…

• Time and Space Domain
• Frequency Domain
• Z – Plane / Transforms
• Wavelet Transforms

Application wise DSP projects, both simulation projects using Matlab or even real time projects are possible in fields like

• Audio Processing – Filters, Equalization
• Speech processing -  Recognition, Compression, Encryption
• Seismology
• Bio Medical signal processing
• Sensor data processing

As can be seen from the above lists that scope for final year projects in DSP, both in terms of simulation projects and Hardware projects is enormous. For project ideas on DSP contact us by filling your details in the form on the right side of the page. We will reply back to you with IEEE based DSP projects. We have a wide range of projects in DSP based on IEEE papers, both for Matlab Simulation projects and real time implementation.

Image Processing Projects

Image processing projects are  relatively new domain for final year projects. The reason for this is the fact that tools and software for image processing have been available only over the past few years. These are software like Matlab, Simulink and Labview. With these softwares more easily available to students in their colleges and elsewhere the awareness of projects in image processing has grown. Added to this is the fact that many IEEE papers on Image processing are being published every day, and hence IEEE image processing projects are now possible.

As with DSP projects, Digital image processing (DIP) projects can either be done as matlab simulation projects or in real time hardware also. However the possibility of stand alone real time DIP projects is limited to a large extent because of the complicated and expensive hardware implementation. Hence for BE final year projects, image processing projects are largely based on Matlab simulation. Having said that there is always the possibility that in a image processing project, the image processing itself could be done on a computer and the result of the processing can be used to control a external hardware, in which case it becomes a very good combination of simulation and hardware implementation.

DIP projects can be based on the many signal processing techniques like…

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• Pixelization
• Linear filtering
• Principal components analysis
• Independent component analysis
• Partial differential equations
• Self-organizing maps
• Neural networks
• Wavelets

A typical project in image processing could use any of these techniques and sometimes even a combination of many of these DIP techniques. A final year project in DIP could use these techniques for a multitude of applications. There are many different application domains where Digital Image Processing has become a indispensable part of the domain. Some of these application domains where DIP projects are applicable are domain like…

• Computer vision
• Optical sorting
• Augmented Reality
• Face detection
• Feature detection
• Medical image processing
• Remote sensing
• Machine vision
• Robotic Vision

Image processing is a domain that has application in almost all core departments like BE ECE, EEE, E&I, P&C and related departments. For each of these departments many projects using Matlab and Labview can be implemented, based on IEEE papers and publications. At Ensemble we recommend Image processing projects strongly for the reason that image processing is applicable in many application domains and is a upcoming technology with lots of promise in the future.

project ideas for Robotics for engineering students

Robotics in one domain where there is lot of scope for innovation and creativity on the part of the students. Robotics Projects are also popular among graduation students and faculty alike because they offer interesting demonstrations at the end of the project work. A robotic project speaks for itself, and most often than not, does not require much of explaining.

Also with colleges and students looking for implementing projects based on IEEE papers, robotic projects make a good choice because of many IEEE papers being available for robotic projects. Our project list contains many possible robotic project ideas and titles based on the latest IEEE 2012 papers. Students can either implement what is mentioned in the IEEE base paper of choose to use the IEEE paper as a reference paper and improvise over the idea in the IEEE papers.

Of late with new technologies like GPS, IMU, Semiconductor Gyroscopes and MEMS there are lot of new and very creative applications that can be done with robotics. Projects in robotics can be of different types, either in terms of robotic vehicles that can mode around, or stationary robots like humanoid hands, or robotic arms with multiple degrees of freedom.

With mobile robots there are choices in terms of the navigation capabilities of the robot, as in guided or autonomous navigation systems. Also in terms of the end application, that the robotic vehicle is designed for. They can also vary depending on the electronic payload that they are carrying depending on the application. Hence with all these combinations many different applications can be created.

With stationary robots innovations in their control systems and input devices can be made. For example a robotic arm could be made to follow a real human hand using MEMS and IMUs to replicate the movement of a human hand as close as possible, leading to a humanoid hand. Alternatively robotic projects for high precision applications can also be made for handling chemicals or biomedical applications.

Robotic projects are applicable for various core departments like ECE, EEE, E&I etc. ECE projects in robotics can make use of extensive communication technologies like Zigbee, Bluetooth, GPS, GSM etc. EEE Projects in Robotics can be used to demonstrate the usage of various electrical machine and special machines like servo motors or hybrid stepper motors. Robotic projects could be for many different applications like defense robot, surveillance robots, safety and security robots, rescue robots etc. Robotic projects can also be used in industrial projects for material handling, process automation and many other applications.

Electrical Projects

We offer a variety of projects for EEE Department and associated departments that are required to do electrical projects. We offer electrical projects under various categories like..

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	Robotic Projects
	Embedded Projects
	IEEE Projects
	VLSI Projects

• Distribution Systems
• Electrical Machines
• Special Machines
• Power Storage
• Transmission Systems
• Industrial Controls
• Unconventional Power Sources

With the experience we have gained while working with industrial projects, we are in a position to offer student electrical projects in these categories. Moreover we offer both real time projects with working hardware demonstrations and simulation projects using MATLAB for these fields. The projects we offer for the EEE Department are handpicked based on many factors, to ensure that the students have a enriching learning experience. It goes without saying that our electrical projects as well as projects for other departments are based on papers and publications if international repute like IEEE papers. For the current academic year we are offering IEEE electrical projects based on IEEE 2012 papers.

Final year projects for the EEE department are challenging and interesting, both at the same time, because they are very closely associated with real world requirements. For example a power electronics project in motor drives or inverters finds an immediate application in an industry. Similarly a project in distribution systems and networks can address the existing drawbacks of the distribution networks.

Another very interesting field for final year projects in electrical department is projects on unconventional energy resources. For examples of this could be projects in solar energy harvesting or wind energy etc. Real time projects in solar energy are a particularly good choice because they enable hardware demonstration of the projects.

In addition to these options electrical projects in fields like conventional electrical machines and also special machines are also a good option to choose for a final year project. With special machines the students can choose projects in drives or robotics etc. With conventional with conventional machines students can choose projects in innovative controls using high efficiency drives and versatile control strategies.

Another field where good electrical projects are possible is in the form of MATLAB simulation projects. If the students are interested in analyzing the existing systems and coming up with proposals to improve the existing systems, then electrical projects in MATLAB are a good choice. MATLAB electrical projects allow the students more freedom to think of creative new ideas for existing problems. This is particularly true for complicated projects that might not be possible as real time projects.

VLSI Projects for engineering students

VLSI based projects fall into two broad categories, namely VLSI based system design and VLSI design itself. Though both these terms might look similar there is a very significant difference between the two. VLSI based system design involves using already existing FPGA / CPLDs and their respective development tools to create new systems. VLSI design itself involves design of new ICs for increase in power efficiency or increase in computational capacities etc.

We at Ensemble offer VLSI projects in the system design category, because it has wider scope for innovation and creating new applications. VLSI projects are technically rewarding because they involve the design of a system from the scratch. Also unlike a few years ago when hardware implementations in VLSI projects was prohibitively complicated and expensive, these days that is not much of a challenge.

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	Zigbee for Projects

At Ensemble we work with various FPGA and CPLD architectures from different vendors like Altera and Xilinx. Both of these manufacturers have come up with relatively low cost products that are suitable for applications where cost is a constraint. Using these low cost products student projects can be built and hardware implementations are also possible.

Additionally, the recent additions of soft core processors like Altera’s NIOS II and Xilinx’s Microblaze have opened up new possibilities for projects in VLSI. Using these soft core processors new VLSI projects are possible now without using too much of VHDL or Verilog codes. With these softcore processors real time projects in VLSI can be implemented.

Also with the use of other associated technologies very good hardware projects in VLSI are possible. Another reason why a student might be interested in a VLSI project is because of the future career prospects. Lots of career opportunities are possible in the VLSI domain and hence a project in VLSI makes all the more sense.

VLSI design in general and projects in VLSI in particular are equally applicable for ECE, EEE and even EandI departments. ECE projects in VLSI could be using various communication technologies, be it wired or wireless. Similarly EEE projects in VLSI could be on machine control, power line communication etc. Be it ECE VLSI projects or EEE VLSI projects, real time projects are possible in both cases.

Another reason why VLSI is a good field is the availability of plenty of IEEE base papers for projects in VLSI. Every day new IEEE papers related to VLSI are published and hence a good IEEE project in VLSI is not hard to find. Our project list for the year 2011-12, based on the latest IEEE 2011 papers includes many VLSI IEEE projects as well, from which the students can choose a projects. Alternatively if students have a project idea in VLSI that they want implemented, then we can evaluate the IEEE base paper of the project can let the students know if the same can be implemented

Project ideas for BE EEE students

Projects for the BE EEE (Electrical and Electronics) department along with other departments core departments is our main line of work. Projects for the EEE department are always interesting because most of these projects can be related directly to everyday life. EEE projects are also significant because most of these projects be it related to machines, or power generation and distribution, are ultimately about better utilization of power, which is the need of the hour globally.

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Numerous projects options are available for BE EEE projects to suit the individual preferences of students. Almost all of these projects come with real time working hardware demonstrations. In addition to the core fields EEE students always have the choice to diversify into electronics related domains also. Thus a combination of core electrical projects and electronics projects enables even more possibilities for BE EEE projects.