In this thesis, cross-layer optimization techniques for wireless networks are investigated. An introduction to the concept of cross-layer design is provided, reviewing the related literature, from both an architectural and an analytical point of view. Three original contributions, which jointly address the optimization at different levels of the protocol stack are then presented. The first contribution refers to a theoretical approach to channel allocation in multichannel ad hoc networks, where each node is provided with multiple radio interfaces. An algorithm for the joint solution of congestion control, channel allocation and transmission scheduling is proposed. The second contribution refers to a cross-layer optimization framework in the context of standard IEEE 802.11WLAN. A mathematical model for the link performance is developed, and a sufficient description for the medium status is defined which allows to account for propagation and interference conditions. The optimization framework is used to develop algorithms for rate adaptation and VoIP quality enhancement which are adaptive to a broad range of working conditions. Resource allocation in wireless cellular networks is also addressed and the problem of trading fairness for physical layer efficiency is investigated by means of a simple algorithm spanning PHY, MAC and LL layers. In the end, additional published contributions related to the cross-layer paradigm are introduced, regarding microeconomic aspects in resource allocation and efficiency considerations about scatternet topologies in Bluetooth networks.

Cross-layer design in wireless networks / Merlin, Simone. - (2008 Jan 31).

Cross-layer design in wireless networks

Merlin, Simone
2008

Abstract

In this thesis, cross-layer optimization techniques for wireless networks are investigated. An introduction to the concept of cross-layer design is provided, reviewing the related literature, from both an architectural and an analytical point of view. Three original contributions, which jointly address the optimization at different levels of the protocol stack are then presented. The first contribution refers to a theoretical approach to channel allocation in multichannel ad hoc networks, where each node is provided with multiple radio interfaces. An algorithm for the joint solution of congestion control, channel allocation and transmission scheduling is proposed. The second contribution refers to a cross-layer optimization framework in the context of standard IEEE 802.11WLAN. A mathematical model for the link performance is developed, and a sufficient description for the medium status is defined which allows to account for propagation and interference conditions. The optimization framework is used to develop algorithms for rate adaptation and VoIP quality enhancement which are adaptive to a broad range of working conditions. Resource allocation in wireless cellular networks is also addressed and the problem of trading fairness for physical layer efficiency is investigated by means of a simple algorithm spanning PHY, MAC and LL layers. In the end, additional published contributions related to the cross-layer paradigm are introduced, regarding microeconomic aspects in resource allocation and efficiency considerations about scatternet topologies in Bluetooth networks.
31-gen-2008
wireless networks cross-layer optimization scheduling multi-channel multi-radio backpressure rate adapatation VoiP
Cross-layer design in wireless networks / Merlin, Simone. - (2008 Jan 31).
File in questo prodotto:
File Dimensione Formato  
TesiMerlin.pdf

accesso aperto

Tipologia: Tesi di dottorato
Licenza: Non specificato
Dimensione 966.22 kB
Formato Adobe PDF
966.22 kB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11577/3426273
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact