| 中文摘要 | 第1-9页 |
| Abstract | 第9-11页 |
| 1. INTRODUCTION | 第11-23页 |
| ·Cognitive Radio | 第11-17页 |
| ·Definition of Cognitive Radio | 第11-12页 |
| ·Characteristics of Cognitive Radio | 第12页 |
| ·Cognition Cycle | 第12-13页 |
| ·Application and research of Cognitive Radio | 第13-15页 |
| ·Decision Maker of Cognitive Radio | 第15-17页 |
| ·Background and Significance of the Topic | 第17-20页 |
| ·Innovation of the Work | 第20-21页 |
| ·Structure of the Thesis | 第21-23页 |
| 2. RESEARCH OF CR DECISION MAKER | 第23-42页 |
| ·Develop of CR research | 第23-25页 |
| ·Study of CR Decision Maker based on Game theory | 第25-30页 |
| ·Game Theory | 第25-26页 |
| ·CR Model Based on Game Theory | 第26-28页 |
| ·Experiments and Results | 第28-30页 |
| ·Study of CR Decision Maker based on GA | 第30-36页 |
| ·GA | 第30-32页 |
| ·CR Model Based on GA | 第32-34页 |
| ·Experiments and Results | 第34-36页 |
| ·Study of CR Decision maker based on NN | 第36-42页 |
| ·Neural Network | 第36-38页 |
| ·CR Model Based on NN | 第38-39页 |
| ·Application in Signal and Modulation Recognition | 第39-42页 |
| 3. BOOSTING THEORETICAL FOUNDATIONS | 第42-60页 |
| ·History of Boosting | 第42页 |
| ·PAC | 第42-46页 |
| ·Analyzing of AdaBoost | 第46-53页 |
| ·Analyzing the training error | 第47-49页 |
| ·Analyzing the generalization error | 第49-50页 |
| ·In the view of kernel machine | 第50-52页 |
| ·In the view of Game Theory | 第52-53页 |
| ·Multi-class Problems | 第53-55页 |
| ·Adaboostm1 | 第53-54页 |
| ·Adaboost.m2 | 第54-55页 |
| ·weak learner | 第55-56页 |
| ·Experiments and Results | 第56-60页 |
| 4. RANDOM FOREST AS WEAK LEARNER OF BOOSTING | 第60-81页 |
| ·Random forest | 第60-65页 |
| ·Random Forests as weak learner of Boosting | 第65-69页 |
| ·Boosting in Random Forest | 第65-66页 |
| ·Random Forest in Boost | 第66-68页 |
| ·Random Forest in Multi-class AdaBoost | 第68-69页 |
| ·Experiments and Results | 第69-81页 |
| ·Two-class experiments | 第70-74页 |
| ·Three-class experiments | 第74-77页 |
| ·Six-class experiments | 第77-81页 |
| 5. APPLICATION OF CR DECISION MAKER IN BRIDGE MONITOR SYSTEM | 第81-103页 |
| ·Analyzing the Bridge Monitor demand | 第81-86页 |
| ·Network Structure Design of Bridge Monitor System | 第86-90页 |
| ·CR Decision Model Design of Bridge Monitor | 第90-94页 |
| ·Experiments and Application | 第94-103页 |
| 6. Conclusion | 第103-106页 |
| ·Summary of Research Results | 第103页 |
| ·Research Contributions | 第103-104页 |
| ·Future Work | 第104-106页 |
| Thanks | 第106-107页 |
| References | 第107-113页 |
| Publications and Projects | 第113-115页 |
