This document looks into coordinated radio resource allocation algorithms in deployments of huge number of femto-access points (FAP) by exploiting the message exchange at control-plane level through the wired ISP backhaul link. The algorithms present in this document are based on decentralized cooperative strategies supported by Game Theory. Decentralized resource allocation algorithms based on price exchange have been derived under different criteria: guaranteeing a minimum rate with the minimum power, maximizing the weighted sum-rate of the system, maximizing the opportunistic throughput when there are different source of randomness like random link failures and noise quantization or when the activity of macro-users is not known by FAPs (coordinated channel sensing or modelling the activity). Additionally, a genetic-based resource allocation is investigated, providing centralized and decentralized algorithms, to which the Game Theory solutions are challenged. In all cases, the techniques derived require modifications of the current LTE-A standard which are identified. Finally, some of those algorithms have been evaluated in a realistic corporate scenario elucidating the advantages of coordinated resource allocation techniques proposed.

FREEDOM Project. Interference coordination protocols in femto-based networks / G., Rosi; F., Pucci; G., Imponente; E., de Marinis; Baiocchi, Andrea. - STAMPA. - (2012), pp. 1-180.

FREEDOM Project. Interference coordination protocols in femto-based networks

BAIOCCHI, Andrea
2012

Abstract

This document looks into coordinated radio resource allocation algorithms in deployments of huge number of femto-access points (FAP) by exploiting the message exchange at control-plane level through the wired ISP backhaul link. The algorithms present in this document are based on decentralized cooperative strategies supported by Game Theory. Decentralized resource allocation algorithms based on price exchange have been derived under different criteria: guaranteeing a minimum rate with the minimum power, maximizing the weighted sum-rate of the system, maximizing the opportunistic throughput when there are different source of randomness like random link failures and noise quantization or when the activity of macro-users is not known by FAPs (coordinated channel sensing or modelling the activity). Additionally, a genetic-based resource allocation is investigated, providing centralized and decentralized algorithms, to which the Game Theory solutions are challenged. In all cases, the techniques derived require modifications of the current LTE-A standard which are identified. Finally, some of those algorithms have been evaluated in a realistic corporate scenario elucidating the advantages of coordinated resource allocation techniques proposed.
2012
Cooperative games; MIMO; Genetic optimization; Decentralized optimization; resource block optimization; multi-user communication; opportunistic throughput; backhaul limitation.
03 Monografia::03a Saggio, Trattato Scientifico
FREEDOM Project. Interference coordination protocols in femto-based networks / G., Rosi; F., Pucci; G., Imponente; E., de Marinis; Baiocchi, Andrea. - STAMPA. - (2012), pp. 1-180.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/526340
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