Restless Multi-Armed Bandit in Opportunistic Scheduling [E-Book] / by Kehao Wang, Lin Chen.
This book provides foundations for the understanding and design of computation-efficient algorithms and protocols for those interactions with environment, i.e., wireless communication systems. The book provides a systematic treatment of the theoretical foundation and algorithmic tools necessarily in...
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Full text |
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| Personal Name(s): | Wang, Kehao, author |
| Chen, Lin, author | |
| Edition: |
1st edition 2021. |
| Imprint: |
Cham :
Springer,
2021
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| Physical Description: |
XII, 151 pages 12 illustrations in color (online resource) |
| Note: |
englisch |
| ISBN: |
9783030699598 |
| DOI: |
10.1007/978-3-030-69959-8 |
| Subject (LOC): |
- Introduction
- RMAB in Opportunistic Scheduling
- Optimality of Myopic Policy with Imperfect Sensing
- Whittle Index Policy with Imperfect Sensing
- Heuristic Policy with Imperfect Sensing
- Optimality of Myopic Policy with Imperfect Observation
- Whittle Index Policy for Multi-State Channel Scheduling
- Conclusion.