Cargando…
Sequential Learning and Decision-Making in Wireless Resource Management
This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
|
| Edición: | 1st ed. 2016. |
| Colección: | Wireless Networks,
|
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-50502-2 | ||
| 003 | DE-He213 | ||
| 005 | 20220112184520.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 170105s2016 sz | s |||| 0|eng d | ||
| 020 | |a 9783319505022 |9 978-3-319-50502-2 | ||
| 024 | 7 | |a 10.1007/978-3-319-50502-2 |2 doi | |
| 050 | 4 | |a TK5105.5-5105.9 | |
| 072 | 7 | |a UKN |2 bicssc | |
| 072 | 7 | |a COM075000 |2 bisacsh | |
| 072 | 7 | |a UKN |2 thema | |
| 082 | 0 | 4 | |a 004.6 |2 23 |
| 100 | 1 | |a Zheng, Rong. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Sequential Learning and Decision-Making in Wireless Resource Management |h [electronic resource] / |c by Rong Zheng, Cunqing Hua. |
| 250 | |a 1st ed. 2016. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2016. | |
| 300 | |a XIII, 118 p. 22 illus. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Wireless Networks, |x 2366-1445 | |
| 505 | 0 | |a Introduction -- Stochastic Multi-armed Bandit -- Markov Multi-armed Bandit -- Adversarial Multi-armed Bandit -- Spectrum Sensing and Access in Cognitive Radio Networks -- Sniffer Channel Assignment in Multi-channel Wireless Networks -- Online Routing in Multi-hop Wireless Networks -- Channel Selection and User Association in WiFi Networks. | |
| 520 | |a This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks. Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible. | ||
| 650 | 0 | |a Computer networks . | |
| 650 | 0 | |a Telecommunication. | |
| 650 | 1 | 4 | |a Computer Communication Networks. |
| 650 | 2 | 4 | |a Communications Engineering, Networks. |
| 700 | 1 | |a Hua, Cunqing. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783319505015 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319505039 |
| 776 | 0 | 8 | |i Printed edition: |z 9783319844138 |
| 830 | 0 | |a Wireless Networks, |x 2366-1445 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-319-50502-2 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||