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Semantically optimized end to end learning solutions for Wireless Communications using Deep Learning

Deep-Learning-based-Wireless-Communications

Jupyter Notebook

Interference-Modelling-for-UAV-Assisted-Communications-in-a-Disaster-Scenario

In this paper, we propose a system wherein we explore on-board re-identification of persons using cameras mounted on Unmanned Aerial Vehicles (UAVs). The captured images are dynamically shared between multiple UAVs by virtue of wireless mesh networking, also making use of the Robot Operating System (ROS) for on-ground control of the UAVs from a control station, facilitating the exchange of images between them. We demonstrate our approach on an institutional dataset we created, and our experimental results show that the system could be indispensable in aiding airborne surveillance operations.

UAV-based-Person-Re-Identification-and-Dynamic-Image-Routing-using-WMNs

Communication Relay by creating a WiFi Mesh Network using ROS, and using that network for Data Telemetry, with Telemetry radios ( Ubiquiti Bullet, Ubiquiti Nanostation) being used as Access Points and Base stations. These are mounted on Drones (with provision for Autopilot using PixHawk modules) so as to facilitate large scale operations at remote locations, accompanied with an Android App.

Data-Telemetry-using-WiFi-based-IoT-Nodes

Real Time Adaptive Traffic Filtering with Number Plate Detection and Character recognition using Image Processing

Adaptive-Traffic-Filtering-with-Number-Plate-Recognition

MATLAB code for analysing Audio Signals and filtering

Audio-Signal-Processing

Code for FSM for which patterns can be edited and set using Basys3 FPGA by Diligent(Xilinx)

Basys3-FPGA-FSM-Pattern-Recognition

Part of the pipeline process to denoise signals received in an L- Band Secondary RADAR

Signal-Denoising

LOMO Feature extraction for PRID. Contains extracted features of PRID450S dataset.

Local-Maximal-Occurrence-for-Person-Re-Identification-LOMO

Code for designing a MUX in Verilog

Multiplexer-Verilog

UAV-based-Person-Re-Identification-and-Real-Time-Video-Telemetry-using-5G-WMN

Stanford-AdvMATLAB-1

Lecture 1 Submissions

GSM MODULE MC60 GPS and UDP script

MC60-GPS-

Complex-Adder-with-SSD

Complex Adder with Seven Segment Display

We propose a global and local feature transformation method for PRID. The global feature transformation matrix projects the data from different cameras to a common space. We further hypothesize that a latent basis matrix can be learnt in this space which represents the shared structure between different cameras using matrix factorization.

Subspace-Learning-for-Person-Re-identification

Histogram Matching between 2 Distinct Images

Dynamic-Scheduler-for-XR-Applications

Jupyter Notebook

Histogram-Matching

Histogram Matching & Nearest Neighbour Interpolation

Histogram-Matching-Nearest-Neighbour-Interpolation

Implementing and visualizing Linear Regression on MATLAB

Linear-Regression

Cell coverage area for BPSK Modulated signal using Hata Model for Mobile Communications

DRL-based-Wireless-Communications

Jupyter Notebook

Cell-coverage-area-for-BPSK-Modulated-signal-using-Hata-Model

Multiplier-

QPSK-Modulation

Door Lock with provision to set the password in Real Time

FSM-Verilog-

Multi-class-Classification-and-Neural-Networks

LDPC-Decoding

Audio-Filtering

Stanford-AdvMATLAB-2

FSM

Multi-view-semantic-projection-learning-for-PRID

Genesio-Tesi-Chaotic-Synchronization

Stanford-AdvMATLAB-3

To Notch the noise component in the image given and perform inverse filtering

Neural-Net-based-Wing-Rock-Dynamics-MRAC

Image-Denoising-using-Notch-Filter-and-Inverse-Filtering

QR scanner with firmaware update, uses JSON, python and mySQL

Toll-Booth-Automation-using-QR-scanner

Neural-Networks-1