Search Results for author: Sean Kwon

Found 4 papers, 0 papers with code

Double-Side Polarization and Beamforming Alignment in Polarization Reconfigurable MISO System with Deep Neural Networks

no code implementations30 Sep 2024 Seungcheol Oh, Han Han, Joongheon Kim, Sean Kwon

Polarization reconfigurable (PR) antennas enhance spectrum and energy efficiency between next-generation node B(gNB) and user equipment (UE).

Multi-Polarization Superposition Beamforming: Novel Scheme of Transmit Power Allocation and Subcarrier Assignment

no code implementations3 Apr 2024 Paul Oh, Sean Kwon

The 5th generation (5G) new radio (NR) access technology and the beyond-5G future wireless communication require extremely high data rate and spectrum efficiency.

Neural Myerson Auction for Truthful and Energy-Efficient Autonomous Aerial Data Delivery

no code implementations29 Dec 2021 Haemin Lee, Sean Kwon, Soyi Jung, Joongheon Kim

In this paper, multiple delivery drones compete to offer data transfer to a single fixed-location surveillance drone.

Single Particle Analysis

Parallelized and Randomized Adversarial Imitation Learning for Safety-Critical Self-Driving Vehicles

no code implementations26 Dec 2021 Won Joon Yun, MyungJae Shin, Soyi Jung, Sean Kwon, Joongheon Kim

The RAIL is a novel derivative-free imitation learning method for autonomous driving with various ADAS functions coordination; and thus it imitates the operation of decision maker that controls autonomous driving with various ADAS functions.

Autonomous Driving Imitation Learning +1

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