skip to content
Sequential learning and decision-making in wireless resource management Preview this item
ClosePreview this item
Checking...

Sequential learning and decision-making in wireless resource management

Author: Rong Zheng; Cunqing Hua
Publisher: Cham, Switzerland : Springer, [2016] ©2016
Series: Wireless networks (Springer (Firm))
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
"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  Read more...
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Zheng, Rong.
Sequential learning and decision-making in wireless resource management.
Cham, Switzerland : Springer, [2016]
(OCoLC)962127449
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Rong Zheng; Cunqing Hua
ISBN: 9783319505022 3319505025
OCLC Number: 968211968
Description: 1 online resource (118 pages) : illustrations.
Contents: 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.
Series Title: Wireless networks (Springer (Firm))
Responsibility: Rong Zheng, Cunqing Hua.

Abstract:

"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"--Provided by publisher.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/968211968> # Sequential learning and decision-making in wireless resource management
    a schema:Book, schema:MediaObject, schema:CreativeWork ;
    library:oclcnum "968211968" ;
    library:placeOfPublication <http://id.loc.gov/vocabulary/countries/sz> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4025331994#Topic/radio_resource_management_wireless_communications> ; # Radio resource management (Wireless communications)
    schema:about <http://experiment.worldcat.org/entity/work/data/4025331994#Topic/cognitive_radio_networks> ; # Cognitive radio networks
    schema:about <http://dewey.info/class/621.384/e23/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/4025331994#Topic/technology_&_engineering_mechanical> ; # TECHNOLOGY & ENGINEERING--Mechanical
    schema:author <http://experiment.worldcat.org/entity/work/data/4025331994#Person/zheng_rong> ; # Rong Zheng
    schema:author <http://experiment.worldcat.org/entity/work/data/4025331994#Person/hua_cunqing> ; # Cunqing Hua
    schema:bookFormat schema:EBook ;
    schema:copyrightYear "2016" ;
    schema:datePublished "2016" ;
    schema:description ""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"--Provided by publisher."@en ;
    schema:description "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."@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/4025331994> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/4025331994#Series/wireless_networks> ; # Wireless networks
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/4025331994#Series/wireless_networks_springer_firm> ; # Wireless networks (Springer (Firm))
    schema:isSimilarTo <http://www.worldcat.org/oclc/962127449> ;
    schema:name "Sequential learning and decision-making in wireless resource management"@en ;
    schema:productID "968211968" ;
    schema:url <http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1450692> ;
    schema:url <http://link.springer.com/openurl?genre=book&isbn=978-3-319-50501-5> ;
    schema:url <http://www.myilibrary.com?id=988204> ;
    schema:url <https://link.springer.com/openurl?genre=book&isbn=978-3-319-50501-5> ;
    schema:url <http://link.springer.com/10.1007/978-3-319-50502-2> ;
    schema:url <http://sfx.carli.illinois.edu/sfxwhe/sfx_local?genre=book&sid=Voyager:WHE&sfx.ignore_date_threshold=1&svc.fulltext=yes&rft.isbn=978-3-319-50502-2> ;
    schema:url <http://dx.doi.org/10.1007/978-3-319-50502-2> ;
    schema:workExample <http://dx.doi.org/10.1007/978-3-319-50502-2> ;
    schema:workExample <http://worldcat.org/isbn/9783319505022> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/968211968> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/4025331994#Person/hua_cunqing> # Cunqing Hua
    a schema:Person ;
    schema:familyName "Hua" ;
    schema:givenName "Cunqing" ;
    schema:name "Cunqing Hua" ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Person/zheng_rong> # Rong Zheng
    a schema:Person ;
    schema:familyName "Zheng" ;
    schema:givenName "Rong" ;
    schema:name "Rong Zheng" ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Series/wireless_networks> # Wireless networks
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/968211968> ; # Sequential learning and decision-making in wireless resource management
    schema:name "Wireless networks" ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Series/wireless_networks_springer_firm> # Wireless networks (Springer (Firm))
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/968211968> ; # Sequential learning and decision-making in wireless resource management
    schema:name "Wireless networks (Springer (Firm))" ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Topic/cognitive_radio_networks> # Cognitive radio networks
    a schema:Intangible ;
    schema:name "Cognitive radio networks"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Topic/radio_resource_management_wireless_communications> # Radio resource management (Wireless communications)
    a schema:Intangible ;
    schema:name "Radio resource management (Wireless communications)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/4025331994#Topic/technology_&_engineering_mechanical> # TECHNOLOGY & ENGINEERING--Mechanical
    a schema:Intangible ;
    schema:name "TECHNOLOGY & ENGINEERING--Mechanical"@en ;
    .

<http://worldcat.org/isbn/9783319505022>
    a schema:ProductModel ;
    schema:isbn "3319505025" ;
    schema:isbn "9783319505022" ;
    .

<http://www.worldcat.org/oclc/962127449>
    a schema:CreativeWork ;
    rdfs:label "Sequential learning and decision-making in wireless resource management." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/968211968> ; # Sequential learning and decision-making in wireless resource management
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.