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Utility function maximization problems for two cross-layer optimization algorithms in OFDM wireless networks

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Názov: Utility function maximization problems for two cross-layer optimization algorithms in OFDM wireless networks
Autori: Buturlin I.A., Gaidamaka Y.V., Samuylov A.K.
Zdroj: International Congress on Ultra Modern Telecommunications and Control Systems and Workshops
Rok vydania: 2020
Zbierka: NORA (National aggregator of open repositories of Russian universities) / Национальный агрегатор открытых репозиториев российских университетов
Predmety: adaptive power allocation algorithm, cross-layer optimization, dynamic subcarrier assignment algorithm, frequency allocation, OFDM, utility function
Popis: One of the main problems in wireless networks is optimization of radio resources allocation in down-link channel. Different traffic types transmitted over the network suggest a dynamic resource allocation in order to provide a better quality of service (QoS). There are radio resource management modules, called schedulers, which are engaged in resource planning and access priority assignment depending on the types of traffic with the specified requirements for QoS. Schedulers are developed based on algorithms derived from solving various radio resources optimization problems. Cross-layer optimization problems such as the problem of minimizing the transmission power or the problem of maximizing the transmission rate [1], in fact involve the optimization of a utility function, that describe a certain level of user satisfaction for a particular resources allocation scheme under certain restrictions. In this paper we study two cross-layer optimization algorithms that are intended to maximize the utility function under different conditions-dynamic subcarrier assignment (DSA) algorithm and adaptive power allocation (APA) algorithm. © 2012 IEEE.
Druh dokumentu: article in journal/newspaper
Jazyk: English
Relation: https://doi.org/10.1109/ICUMT.2012.6459745; https://openrepository.ru/article?id=252533
Dostupnosť: https://openrepository.ru/article?id=252533
Rights: open access
Prístupové číslo: edsbas.BDB3722F
Databáza: BASE
Popis
Abstrakt:One of the main problems in wireless networks is optimization of radio resources allocation in down-link channel. Different traffic types transmitted over the network suggest a dynamic resource allocation in order to provide a better quality of service (QoS). There are radio resource management modules, called schedulers, which are engaged in resource planning and access priority assignment depending on the types of traffic with the specified requirements for QoS. Schedulers are developed based on algorithms derived from solving various radio resources optimization problems. Cross-layer optimization problems such as the problem of minimizing the transmission power or the problem of maximizing the transmission rate [1], in fact involve the optimization of a utility function, that describe a certain level of user satisfaction for a particular resources allocation scheme under certain restrictions. In this paper we study two cross-layer optimization algorithms that are intended to maximize the utility function under different conditions-dynamic subcarrier assignment (DSA) algorithm and adaptive power allocation (APA) algorithm. © 2012 IEEE.