A Learning-based Radio Resource Control Mechanism for Variousand Dynamic Wireless Communication Environments
| Project/Area Number |
21760288
|
|---|
| Research Category |
Grant-in-Aid for Young Scientists (B)
|
| Allocation Type | Single-year Grants |
|---|
| Research Field |
Communication/Network engineering
|
|---|
| Research Institution | Kyoto University |
|---|
Principal Investigator |
SHINKUMA Ryoichi 京都大学, 大学院・情報学研究科, 准教授 (70362580)
|
|---|
| Project Period (FY) |
2009 – 2012
|
| Project Status |
Completed (Fiscal Year 2012)
|
| Budget Amount *help |
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
|
|---|
| Keywords | 通信方式(無線、有線、衛星、光、移動)無線アクセスネットワーク / 周波数資源制御 / 周波数資源 / 強化学習 / 交渉解 / コグニティブ無線 / 無線リソース制御 / 交渉ゲーム / 競合問題 / 通信プロトコル / 周波数利用効率 |
|---|
| Research Abstract |
This study discusses a mechanism that enables individual wireless nodes to `act' appropriately according to their various and dynamic communication environments. The `actions' here include decision making for frequency channel selection, transmission poweradjustment, and transmission format selection. This study modeled the problem as a `bargaining' problem between wireless nodes. Then, the communication control algorithm and the communication protocol were designed based on the Nash bargaining solution, which was introduced from the game theory. The simulation results showed the proposed algorithm and protocol work well.
|
Report
(5 results)
Research Products
(13 results)
