Donggu Lee
College of Engineering
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Works (2)
Updated: April 5th, 2024 17:36
2023 journal article
Multi-Agent Reinforcement Learning-Based Resource Allocation Scheme for UAV-Assisted Internet of Remote Things Systems
IEEE ACCESS, 11, 53155–53164.
author keywords: Deep learning; IoRT; multi-agent reinforcement learning; neural episodic control; resource allocation
TL;DR:
A multi-agent reinforcement learning (MARL)-based resource allocation scheme for UAV-assisted Internet of remote things (IoRT) systems and the effects from the hyperparameters of the neural episodic control (NEC) baseline algorithm are investigated in terms of power consumption.
(via Semantic Scholar)
open access via ieeexplore.ieee.org (publisher PDF)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Source: Web Of Science
Added: July 19, 2023
2023 article
Rank and Condition Number Analysis for UAV MIMO Channels Using Ray Tracing
2023 IEEE 97TH VEHICULAR TECHNOLOGY CONFERENCE, VTC2023-SPRING.
author keywords: AERPAW; condition number; drone; MIMO; channel rank; ray tracing; spatial multiplexing; UAV
TL;DR:
Detailed ray tracing simulations are used to characterize how the channel rank tends to reduce as a function of UAV altitude, while also providing insights into the effects of geography, building distribution, and threshold parameters on channel rank and condition number.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(OpenAlex)
Sources: Web Of Science, NC State University Libraries
Added: November 20, 2023
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