Undergraduate Projects
This page lists some of the projects I worked on as undergraduate at IIT Madras. The topics of my undergraduate exploration ranged from signal processing, deep learning and communications to applied physics.
.js-id-Undergraduate-ProjectWork focusing on low-latency networking for interactive applications
Work focusing on decentralizing the wireless stack.
Work to generate multi-port, multi-symbol downlink DMRS and receive the same in the presence of a TDL channel
Simulation of 5G NR Receiver
This work develops a half duplex system operating at 122.88 MSPS and transmitting data generated according to 5G NR standards using a Universal Software Radio Peripheral (USRP). A half duplex system can both transmit and receive but can not do both simultaneously. Instead, the system transmits for a period of time and receives for the remaining. Therefore, the system is designed in three stages- transmitter, receiver and then integration of the two. Once designed, the USRP is expected to work in parallel with the existing Keysight systems used at the Testbed if not replace them. In this work, USRP N321 by Ettus Research is used. The USRP is a software defined radio that uses software as a substitute for components implemented in hardware. The accompanying technical report details the procedures involved in setting up the USRP- the associated software, interfacing and verification of function. This document also discusses the design of a transmitter and receiver using GNU Radio and the associated challenges. The designed systems are tested using a Vector Signal Analyzer (VSA) and Vector Signal Generator (VSG) and data that adheres to the 5G standards is generated using MATLAB.
Multiple projects done at the Indigenous 5G Testbed at IIT Madras.
Simulation of an 8 bit microprocessor using Verilog.
Creation of a dataset and implementation of deep learning techniques for automatic music emotion recognition.
A study of NMF and its use in audio source separation.
Deep learning for laser beam position tracking for LIGO interferometers.
Head, Team Spotlight, Team Evolve, Shaastra 2018
Coordinator, Team Spotlight, Team Evolve, Shaastra 2018
Student Mentor, CoEdu India, 2020
Coordinator, Hospitality Team, Inter IIT Organizing Team