118 citations · 485 across the 87 of their papers we have counts for
12 papers · 1 filter
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles
Won Joon Yun, Dohyun Kwon, Minseok Choi +3
This paper proposes a deep reinforcement learning-based video streaming scheme for mobility-aware vehicular networks, e.g., vehicles on the highway. We consider infrastructure-assi…
Trends in LEO Satellite Handover Algorithms
Soohyun Park, Joongheon Kim
In this paper, we review well-known handovers algorithms in satellite environment. The modern research trends and contributions are proposed and summarized in order to overcome the…
Economic Theoretic LEO Satellite Coverage Control: An Auction-based Framework
Junghyun Kim, Thong D. Ngo, Paul S. Oh +3
Recently, ultra-dense low earth orbit (LEO) satelliteconstellation over high-frequency bands has considered as one ofpromising solutions to supply coverage all over the world. Give…
Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective
Minseok Choi, Andreas F. Molisch, Dong-Jun Han +2
In wireless caching networks, a user generally has a concrete purpose of consuming contents in a certain preferred category, and requests multiple contents in sequence. While most…
A Personalized Preference Learning Framework for Caching in Mobile Networks
Adeel Malik, Joongheon Kim, Kwang Soon Kim +1
This paper comprehensively studies a content-centric mobile network based on a preference learning framework, where each mobile user is equipped with a finite-size cache. We consid…
Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
Minseok Choi, Albert No, Mingyue Ji +1
This paper proposes a video delivery strategy for dynamic streaming services which maximizes time-average streaming quality under a playback delay constraint in wireless caching ne…