Name
Title | ||
|---|---|---|
Handover Management for mmWave Networks with Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning |
Abstract | ||
|---|---|---|
For millimeter-wave networks, this paper presents a paradigm shift for leveraging time-consecutive camera images in handover decision problems. While making handover decisions, it is important to predict future long-term performance-e.g., the cumulative sum of time-varying data rates-proactively to avoid making myopic decisions. However, this study experimentally notices that a time-variation in t... |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1109/TCCN.2019.2961655 | IEEE Transactions on Cognitive Communications and Networking |
Keywords | DocType | Volume |
Handover,Cameras,Degradation,Timing,Millimeter wave communication,Microwave communication | Journal | 6 |
Issue | ISSN | Citations |
2 | 2332-7731 | 4 |
PageRank | References | Authors |
0.39 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yusuke Koda | 1 | 7 | 2.84 |
| Kota Nakashima | 2 | 8 | 2.49 |
| Koji Yamamoto | 3 | 86 | 16.61 |
| Takayuki Nishio | 4 | 106 | 38.21 |
| Masahiro Morikura | 5 | 184 | 63.42 |