2019-2020 Projects

Design of Robots for Laureate Robotic Contest

Principal Investigator

Ahmet Denker– ahmet.denker@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

(SEVERAL GROUPS !!!)

Number of students: 4

Description of the project: Design of Robots for Laureate Robotic Contest

Virtual Reality & Augmented Reality Projects

Principal Investigator

Ahmet Denker– ahmet.denker@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

(SEVERAL GROUPS !!!)

Number of students: 1 to 4

Description of the project: Virtual Reality & Augmented Reality

Projects

Design of Robots for Laureate Robotic Contest

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

(SEVERAL GROUPS !!!)

Number of students: 4

Description of the project: Design of Robots for Laureate Robotic Contest

Sliding mode controller design

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: Sliding mode controller design

Time delay system analysis and controller design

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: Time delay system analysis and controller design

Observer design

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: Observer design

Guaranteed cost controller design

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: Guaranteed cost controller design

H-infinity control

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: H-infinity control

LQR controller design-infinity control

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: LQR controller design

Adaptive controller design

Principal Investigator

M. N. Alpaslan Parlakçı, Prof. – alpaslan.parlakci@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2-3

Description of the project: Adaptive controller design

Smart Chess Board

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Smart Chess Board

Low Power Embedded Systems , Networking

Related: EEEN 311, Microcontrollers

Optically Powered Ultra Low Power Beacon Design

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Optically Powered Ultra Low Power Beacon Design

Low Power Embedded Systems , Wireless Networking

Related: EEEN 311, Microcontrollers

Electronic Keyboardless MIDI Controller

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Electronic Keyboardless MIDI Controller

Low Power Embedded Systems , Wireless Networking

Related: EEEN 311, Microcontrollers

Smart Lock System

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Smart Lock System

Ultra Low Power Embedded Systems , Color Sensor

Related: EEEN 311, Microcontrollers

Optically Powered CMOS Circuit for Low Power Biomedical Systems

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Optically Powered CMOS Circuit for Low Power Biomedical Systems

CMOS Digital Circuit Design

Related: EEEN 301, 302, 461

Analog Front End Circuit Design for Pulmonary Detection

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Co-Advisor

İpek Şen – ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Analog Front End Circuit Design for Pulmonary Detection

CMOS Analog Circuit Design

Related: EEEN 301, 302, 461

Active Filter Design for Pulmonary Detection

Principal Investigator

Baykal Sarıoğlu – baykal.sarioglu@bilgi.edu.tr

Co-Advisor

İpek Şen – ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Analog Front End Circuit Design for Pulmonary Detection

CMOS Analog Circuit Design

Related: EEEN 301, 302, 461

Assessing the Correlations between the Wheeze Parameters and Respiratory Functional Parameters

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Chronic obstructive pulmonary disease (COPD) and asthma are both pulmonary diseases of obstructive type. Since the symptoms overlap, differential diagnosis is often a challenge. The only objective assessment of the condition can be done through a pulmonary function test called spirometry, which measures respiratory functional parameters such as forced expiratory volume in one second (FEV1) and forced vital capacity (FVC). On the other hand, pathological conditions cause changes in pulmonary sounds, and an objective assessment can also be done through sound analysis. In case of asthma and COPD, a continuous adventitious sound component called wheeze is expected to occur due to airway narrowing. In this project, the aim is to examine correlations between respiratory functional parameters and wheeze parameters such as the main frequency component, time duration and proportion over the respiratory cycle, count, and location on the chest wall. If there are correlations between the two sets of parameters, the project will also include implementation of supervised learning. (If the project reaches its aim fully, a conference paper submission would be the potential outcome)

Requires: Algorithm development and coding.

Related courses: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Exploring the Temporal & Spectral & Spatial Differences Between Pulmonary Wheezes in COPD and Asthma Patients

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Wheezes are continuous adventitious sound components superimposed on normal pulmonary sounds and are encountered in obstructive lung diseases such as chronic obstructive pulmonary disease (COPD) and asthma. Although wheezing is common to both diseases, the temporal, spectral and spatial characteristics of wheezes associated with the two may differ. This project aims at extracting features from the sound data to summarize these characteristics and to perform statistical tests on those features to determine whether there are meaningful differences between the two diseases in terms of wheeze parameters. If there are, the project will also include implementation of supervised learning. (If the project reaches its aim fully, a conference paper submission would be the potential outcome)

Requires: Algorithm development and coding.

Related courses: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Exploring the Temporal & Spectral & Spatial Differences Between Pulmonary Crackles in Bronchiectasis and ILD

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Crackles are discontinuous adventitious sound components superimposed on normal pulmonary sounds and are encountered both in bronchiectasis (obstructive type) and interstitial lung disease (ILD) (restrictive type). Although they are common to both diseases, the temporal, spectral and spatial characteristics of crackles associated with the two may differ. This project aims at extracting features from the sound data to summarize these characteristics and to perform statistical tests on those features to determine whether there are meaningful differences between the two diseases in terms of crackle parameters. If there are, the project will also include implementation of supervised learning. (If the project reaches its aim fully, a conference paper submission would be the potential outcome)

Requires: Algorithm development and coding.

Related courses: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Heart Sound Elimination from Pulmonary Sounds

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 (may be 2)

Description of the project: Although analog filtering is applied on pulmonary sounds during recording, complete elimination of heart sounds can be challenging especially for those signals recorded on the anterior chest. This project aims to eliminate heart sounds from the recorded pulmonary sounds through time-invariant or adaptive digital filtering, wavelet analysis, or other signal processing methods. The performance of the algorithm to be developed will be assessed via visual and acoustic verification of the output signal by the expert. (If the project reaches its aim fully, a conference paper submission would be the potential outcome)

Requires: Algorithm development and coding.

Related: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Classification of Pulmonary Conditions by Deep Learners

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: To develop a deep learner for three-class classification of healthy – restrictive – obstructive pulmonary conditions. The classifier will take the multi-channel pulmonary sounds and the flow rate signal as the input, and will give the condition label as the output, together with the probability of correct prediction. The deep learning algorithm will be realized by neural networks and convolutional neural networks.

Requires: Algorithm development and coding.

Related: CMPE Core Courses

Single-Channel, Wireless, Smart-Phone-Connected Pulmonary Sound Acquisition Device

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 3

Description of the project: A single-channel pulmonary sound acquisition device will be developed. The hardware part of the project includes production of the PCB and its housing for the hand-held device having all the circuitry with the microphone, the analog amplifier & filters, the A/D converter, and the Bluetooth transmitter. The software part will consist of Android programming to capture, visualize and process the sound data sent by the hand-held data acquisition unit. The smart-phone with the Android operating system will also send the data over the internet to the cloud, where all the acquired sounds are stored together with their time stamps and the basic information about the subject auscultated.

Requires: Hardware design and implementation; Android mobile application development.

Related: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing, EEEN 311 Logic Circuits and Microprocessors, EEEN 201 Electrical and Electronic Circuits, CMPE Core Courses

Flow Rate Estimation from Pulmonary Sounds

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: During pulmonary sounds acquisition, flow rate signal should also be recorded simultaneously for synchronization of sounds over the flow cycle. However, flow rate measurement requires additional circuitry, and it is usually a difficult procedure for the subject being auscultated. For the purpose of simplifying the auscultation setup and procedure, this project aims to estimate the flow rate signal from recorded pulmonary sounds. For the estimation, various features of sounds will be used, some of which are the average magnitude and/or the average power over sliding time windows, or, the envelope of the sound signal. Having the estimated flow rate curves, the correlations between the actual curve will be calculated, and different methods will be compared.

Requires: Algorithm development and coding.

Related: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Time-varying Chest Map based on Pulmonary Sound Intensity

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: This project aims at developing a method to visualize ventilation in the lungs with respect to time. Assuming that the instantaneous ventilation at some location is directly proportional to the instantaneous intensity of sound recorded from that location, parameters related to sound intensities will be calculated over sliding time windows for multi-channel recordings. Those parameters will then be located over the chest map to build a time varying sound intensity distribution map of the lungs. When played, the outcome will look like a time-varying x-ray video of the lungs.

Requires: Algorithm development and coding.

Related: EEEN 321 Signals and Systems, EEEN 433 Digital Signal Processing

Analog Front End Circuit Design for Pulmonary Detection

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Co-Advisor

Baykal Sarıoğlu

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: CMOS Analog Circuit Design

Related: EEEN 301, 302, 461

Active Filter Design for Pulmonary Detection

Principal Investigator

İpek Şen - ipek.sen@bilgi.edu.tr

Co-Advisor

Baykal Sarıoğlu

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: CMOS Analog Circuit Design

Related: EEEN 301, 302, 461

Design and Development of Potentiostat: An Electrochemical Measurement Device

Principal Investigator (PI)

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Co-Advisor

Selin Afacan, Gedik Univ., Ceyhun Kırımlı, Acıbadem Univ.

Semester(s)

2019-2020 (Fall and Spring)

Description

Number of students: 2

Description of the project: The purpose of this project is to design an electronic hardware circuit to make agricultural and food electrochemical analysis to detect foreign substances. It is important to detect the pesticides in agricultural products, and foreign unwanted substances in food products. Electrochemical analysis is one of the common methods to detect these unwanted substances. In this project, you are going to design a potentiostat hardware to make these analysis.

Approach and Methodology: You will start to project with a readily available potentiostat kit and make measurements. After experiencing with the available hardware, you will improve the design to increase the sensitivity and measurement accuracy. In order to increase accuracy, you will redesign some of the key components of the potentiostat device using better opamp, mixer, etc. circuits.

This is an interdisciplinary project and weekly meetings are mandatory. Monthly meetings will be held with Food&Medical Engineering project partners. You should have good EEEN 301&EEEN 302 performance and should not be overloaded in course credits.

You are required to

· have/acquire knowledge by reading literature papers on potentiostat/ galvanostat,

· simulate and design using opamp, mixer, transistors,

· design and manufacture a PCB,

· write C/C++ codes on a microcontroller,

· tests your circuits using oscilloscope,

· make measurements using your circuit.

Expected Results and Accomplishments:

At the end of the project, it is expected to have

1. a new and improved potentiostat measurement device,

2. results comparable with the professional potentiostat kits,

3. a detailed report on your improved design and results.

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper.

Wireless QCM sensor readout circuit design

Principal Investigator (PI)

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Co-Advisor

Ceyhun E. Kırımlı, Acıbadem Universty

Semester(s)

2019-2020 (Fall and Spring)

Description

Number of students: 1 of 2

Description of the project: The purpose of this project is to design an electronic hardware circuit to measure the biological mass and detect various diseases. The project involves system modeling and hardware design and implementation for mass measurement through frequency detection.

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper.

Wireless/Bluetooth Tracking System for Cold Chain Supply System

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Co-Advisor

Y. Dağhan Gökdel, Fazla Gıda

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2 of 4

Description of the project: A wireless/Bluetooth tracking system for cold chain supply system will be designed and fabricated for Fazla Gıda.

Expected Results and Accomplishments:

At the end of the project, the proposed system will be able to

1. Send tracking signals via bluetooth

2. communicate wirelessly to cloud

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

Design and Fabrication of Smart Weighing System

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Co-Advisor

Y. Dağhan Gökdel, Elena Battini Sönmez, Fazla Gıda

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 of 3

Description of the project: A smart weighing system to detect the weight of the collected food surplus will be designed and fabricated for Fazla Gıda.

Expected Results and Accomplishments:

At the end of the project, the proposed system will be able to

1. automatically measure the weight of the food waste

2. communicate wirelessly to cloud

3. create a database storing the waste information

4. differentiate the waste using image processing algorithms

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

VLSI CMOS circuit design for neural network communication

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Co-Advisor

Baykal Sarıoğlu, Revna Vural YTU, Burcu Ekmen YTU

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: “Transistor based” spiking neural network hardware design. CMOS based Pulse generators and receivers will be designed at low power consumption in transistor level.

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper.

Radar circuit implementation

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: PCB level radar circuit design and implementation using minicircuits parts, opamps, transistors.

Wireless Programmable circular 3D led display

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Wireless programmable (Bluetooth or wifi) 3d circular LED display design.

Analog/digital Synthesizer Design

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Music instrument design using lumped circuit elements. The design will be made on PCB using transistors, opamps.

Analog Theramine

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Music instrument design using lumped circuit elements. The design will be made on PCB using transistors, opamps.

Bluetooth based 3D localization

Principal Investigator

Okan Zafer Batur – okan.batur@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Commercially available Bluetooth kits will be used to measure the time of arrival and detect the position of the people.

Implementation of a Low-Cost Laryngoscope with camera

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: The purpose of this project is to design and fabricate an intubation blade with a portable camera.

Expected Results and Accomplishments:

At the end of the project, it is expected to have

4. a functioning intubation blade prototype – 1 student

5. a properly working video images – 1 student

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A BAP project will be possibly offered using the completed work.

Design and Fabrication of Smart Weighing System

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Co-Advisor

Okan Zafer Batur, Elena Battini Sönmez, Fazla Gıda

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 of 3

Description of the project: A smart weighing system to detect the weight of the collected food surplus will be designed and fabricated for Fazla Gıda.

Expected Results and Accomplishments:

At the end of the project, the proposed system will be able to

3. automatically measure the weight of the food waste

4. communicate wirelessly to cloud

5. create a database storing the waste information

6. differentiate the waste using image processing algorithms

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

Harvesting Robot Design and Implementation

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Co-Advisor

Eray Baran, Vodaphone Akıllı Köy

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: A harvesting robot to cut, collect and bind parsley like hers will be designed and implemented for Vodafone Akıllı Köy.

At the end of the project, the proposed system will be able to

1. Automatically cut and collect parsley

2. Bind the collected herbs as packages

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

Wireless/Bluetooth Tracking System for Cold Chain Supply System

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Co-Advisor

Okan Zafer Batur, Fazla Gıda

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2 of 4

Description of the project: A wireless/Bluetooth tracking system for cold chain supply system will be designed and fabricated for Fazla Gıda.

Expected Results and Accomplishments:

At the end of the project, the proposed system will be able to

7. Send tracking signals via bluetooth

8. communicate wirelessly to cloud

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

Narrow-Band IoT System Design for Smart sensors and Actuator

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Co-Advisor

Baykal Sarıoğlu

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 of 2

Description of the project: A gateway that uses narrow-band IoT will be designed and implemented for Vodafone Akıllı Köy.

At the end of the project, the proposed system will be able to

1.

Should the project be completed successfully, the project results will be publishable in a high-profile conference, leading potentially to a journal paper. A TEYDEB project will be possibly offered using the completed work.

Low-Cost Piezoelectric Droplet on-demand generator

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 of 2

Description of the project: Low-Cost Piezoelectric Droplet on-demand generator

Paper-Based Microfluidic Biosensor Development

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1 of 2

Description of the project: Paper-Based Microfluidic Biosensor Development

Implementation of Automatically Aligned Laser Scanning Confocal

Microscopy

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Implementation of Automatically Aligned Laser Scanning Confocal Microscopy

Development of read-out circuitry for piezoresistive sensors

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Development of read-out circuitry for piezoresistive sensors

Design and Fabrication of flexible PCB based soft robot

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Design and Fabrication of flexible PCB based soft robot

Miniaturization of MEMS based Projection Display Display

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 2

Description of the project: Miniaturization of MEMS based Projection Display Display

Development of high-performance FR4 based MEMS scanner

Principal Investigator

Dağhan Gökdel – daghan.gokdel@bilgi.edu.tr

Semester(s)

2019-2020 (Fall & Spring)

Description

Number of students: 1

Description of the project: Development of high-performance FR4 based MEMS scanner