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Dobbin's Projects

pacnav icon pacnav

This repository contains the TMUX scripts to run the Gazebo simulations and real-world experiments for the paper entitled "PACNav: A Communication and External Localization Free Collective Swarm of UAVs"

panther icon panther

Perception-Aware Trajectory Planner in Dynamic Environments

pp4duav icon pp4duav

Path Plan for Delivery Unmanned Aerial Vehicle

python-mir icon python-mir

Some state-of-the-art music information retrieval techniques written in Python

qmr icon qmr

This is the source code of the paper titled "QMR: Q-learning based Multi-objective optimization Routing protocol for Flying Ad Hoc Networks".

real-time-emotion-recognition-based-music-player icon real-time-emotion-recognition-based-music-player

Uses a CNN Model of 63.2% Accuracy to recognize emotion of a human from a live feed of a webcam and then using the result from that playing music in a music player, the music playlist gets updated based on the emotion change in the human.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

ris-fading icon ris-fading

Simulation code for “Rayleigh Fading Modeling and Channel Hardening for Reconfigurable Intelligent Surfaces, IEEE Wireless Communications Letters, to appear.

ris-myths icon ris-myths

Simulation code for “Reconfigurable Intelligent Surfaces: Three Myths and Two Critical Questions,” by Emil Björnson, Özgecan Özdogan, Erik G. Larsson, IEEE Communications Magazine, vol. 58, no. 12, pp. 90-96, December 2020.

ris_rate_vs_channel_error icon ris_rate_vs_channel_error

Simulation Codes for Figure 3 in Reconfigurable-Intelligent-Surface Empowered Wireless Communications: Challenges and Opportunities

scalable-data-warehouse-uavs icon scalable-data-warehouse-uavs

Assuming that I have joined an AI startup that deploys sensors to businesses, collects data from all activities in a business - people's interaction, traffic flows, smart appliances installed in a company. The main objective of this AI startup is to enable businesses gain critical intelligence about business transactions out of the public and priva

sc_pnc icon sc_pnc

Code for the paper "Semantic Communication Empowered Physical-layer Network Coding"

semantic-communication-systems icon semantic-communication-systems

pytorch implementation of "Deep Learning-Enabled Semantic Communication Systems with Task-Unaware Transmitter and Dynamic Data"

semanticrl icon semanticrl

Code for paper- Reinforcement Learning-powered Semantic Communication via Semantic Similarity

seq2seq-sc icon seq2seq-sc

seq2seq-SC: Semantic Communication Systems with Pre-Trained Model

smurf icon smurf

Stochastic Multipath Routing Protocol for Flying Ad-Hoc Networks

snarm-uav-learning icon snarm-uav-learning

The Python code for simultaneous navigation and radio mapping for cellular-connected UAV with deep reinforcement learning

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