M Tech Dissertations: Recent submissions
Now showing items 261-280 of 923
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Fuel monitoring system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)AssetTrackr provides fleet management solutions. AssetTrackr provides services[2] like Vehicle tracking, TPMS(Tyre Pressure Monitoring System), Over-speeding alert, Geofence Alert, Driver behaviour, Reports like movement, ... -
Defending machine learning models against adversarial attacks using GANs
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)We have used Generative Adversarial Network (GAN) to defend against adversarial attacks. Pixel-wise and perceptual distance measures for images are used in the GAN training. We have used five different distance measures, ... -
Network security using machine learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Network Security is one of the major challenges for any organization. With the increase in cyber attacks, Network Security is also a point of concern for home users. Network Intrusion Detection Systems (NIDS) are widely ... -
Placement system development
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)The main objective was to provide the data analysis to the end user. However, after analysing the current placement process and system, our objective had to be changed to develop a system which can provide the required ... -
Azure migration manager & certification recommendation system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)1. Azure Migration Manager: Migrating from on-premise workload to cloud is one of the huge and tough tasks for every organization. For this one will need an expert who will guide for what to migrate, how to migrate, how ... -
Antenna design and forward problem solution for brain stroke detection using microwave imaging
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)In modern day technology, any neurological examination is carried forward by medical imaging using CT Scan, MRI or PET. These techniques provide better identification, location and the type of the stroke inside the head. ... -
Smart soldier asystem incorporating embedded electronics
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Now a days, the defence technology is heading towards new innovation along with advanced implementation. Monitoring the soldier's activity and health at the frontline area of operation forms an essential entity in determining ... -
Image captioning and neural architecture search using reinforcement learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)With the advent of Deep Learning, problem solving expertise for a machine has exponentially increased. The past decade has experienced much success in the field of deep neural networks in many difficult areas such as image, ... -
Sensor based approach for early disease detection in plants
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Among various issues in agriculture, one is depreciation in yield of crops. India loses 15-25 % of potential crop output due to pests, weeds and diseases.This project focuses on monitoring the health of crops.It is based ... -
Reconfigurable time-to-digital converter based on pulse stretcher and gated delay line
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)A reconfigurable Time-to-Digital Converter (TDC) based on pulse stretcher and Gated Delay Line (GDL) with variable 12 to 15 coarse bit and 5 to 8 fine bits is proposed. The coarse bits are varying to measure the different ... -
Hotel management system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)I have worked on two products of Emxcel Solutions Pvt.Ltd namely Bnc and Bns admin portal. In that I used angular framework for front end and node js for backend. I have created REST api to communicate with server . Also ... -
Emotion detection through smartphone typing
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Keystroke analysis or typing analysis for detecting human emotion refers to the method of recognizing emotion based on the typing pattern by checking the various features like typing speed, typing mistakes, usage of special ... -
Modeling and comparative analysis of Si-MOSFET and GaAs FETs for high speed devices
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)For the last few decades, silicon has been the promising device for realizing digital and analog circuits in integrated circuits. It is widely used for implementing a MOS-FET device. In the present work, Si-MOSFET ... -
Physical design implementation of “ARP Block-4” module at 28nm “CHIPTOP” module at 90nm
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)VLSI design flow from RTL to GDSII consists of two phases, namely front-end design and back-end design. The physical design is the process of transforming a circuit description into the physical layout, which describes the ... -
Predicting quality of service parameter for Internet of Things network
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Nowadays, the Internet of Things applications are developed to facilitate users worldwide. Machine learning is very useful to make some decisions for those applications. The main aim of this present work is to provide a ... -
Unlinking bitcoin transactions
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)While considered as a secure payment system by many, Bitcoin suffers from a serious privacy issue: the publicly accessible blockchain allows one to see transaction details of every transaction that every happened since the ... -
Full chip interface timing, pipeline planning and rapid floorplanning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)This report gives some glance on VLSI design flow and mainly deals with Physical Design of the chip. This is a very important step of the flow because it decides the shape and size of the chip. This step ensures that the ... -
Cattle health monitoring using an IoT enabled impact sensing device
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)This work focuses on a cattle monitoring wearable device which has been deployed in the field previously. In this phase we have developed and optimized the algorithms both in hardware and software. There have been numerous ... -
Quantification of mineral end-members in lunar spectra through deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)The quantification of common lunar surface minerals through spectral unmixing is the primary objective of this thesis. Hyper spectral unmixing for sub-pixel identification of surface materials is one of the most challenging ... -
Kernel variants of extended locality preserving projection
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)In recent years, non-linear dimensionality reduction methods are getting popular for the handling image data due to non-linearity present in data. For the image recognition task, non-linear dimensionality reduction methods ...