Kehao Wang,
Lin Chen
Restless Multi-Armed Bandit in Opportunistic Scheduling
Gebonden Engels 2021 9783030699581Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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 the design of computation-efficient algorithms and protocols in stochastic scheduling. The problems addressed in the book are of both fundamental and practical importance. Target readers of the book are researchers and advanced-level engineering students interested in acquiring in-depth knowledge on the topic and on stochastic scheduling and their applications, both from theoretical and engineering perspective.
Specificaties
ISBN13:9783030699581
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
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Inhoudsopgave
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.<p></p>
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