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chengmelo's Projects

aoienergyuavtraopt icon aoienergyuavtraopt

UAV trajectory optimization with the average AoI and energy as the bjective functions

asc-dc icon asc-dc

In this paper, the ASC-DC scheme is proposed to ensure trustworthy data collection for UAV-WSN systems.The matlab simulation code for the ASC-DC scheme is stored in this repository.

iot_rate_max icon iot_rate_max

Optimal UAV Deployment for Rate Maximization in IoT Networks

moddpg icon moddpg

This is the code of the moddpg algorithm for UAV-assisted data collection and energy harvesting.

muav_mec icon muav_mec

joint optimization of UAV trajectory, transmit power and GU-MEC association with multiple UAV and multiple GUs

pre-ddqn icon pre-ddqn

Code for Deep Reinforcement Learning Based UAV Path Planning Algorithm in Agricultural Time-Constrained Data Collection

rl_exploration_for_uavs icon rl_exploration_for_uavs

Reinforcement Learning-based exploration algorithm to drive a fleet of UAVs in an unknown environment.

sensorplacement icon sensorplacement

Sensor Placement Optimization in Water Distribution Network with Quantum Annealing

uav-aided-time-sensitive-iot-networks icon uav-aided-time-sensitive-iot-networks

Model and some path schedule solutions specifically for UAV-sensorTime-sensitive Network. The code is used to evaluate the models' performance and time complexity.

uav-trajectory-planning icon uav-trajectory-planning

The first unofficial implementation of a paper with the title of "UAV Trajectory Planning for Data Collection from Time-Constrained IoT Devices" (IEEE Transactions on Wireless Communications 2019)

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