Energy-aware competitive power allocation for heterogeneous networks under QoS constraints

Giacomo Bacci; E. Veronica Belmega; Panayotis Mertikopoulos; Luca Sanguinetti

doi:10.1109/twc.2015.2425397

Energy-aware competitive power allocation for heterogeneous networks under QoS constraints

Giacomo Bacci ¹ E. Veronica Belmega ² Panayotis Mertikopoulos ³ Luca Sanguinetti ^{4, 5}

1 MBI - Mediterranean Broadband Infrastructure [Pisa]

2 ETIS - Equipes Traitement de l'Information et Systèmes

3 MESCAL - Middleware efficiently scalable

Inria Grenoble - Rhône-Alpes, LIG - Laboratoire d'Informatique de Grenoble

4 University of Pisa [Pisa]

5 LANEAS - Large Networks and Systems Group

CentraleSupélec

Abstract : This work proposes a distributed power allocation scheme for maximizing energy efficiency in the uplink of OFDMA-based HetNets where a macro-tier is augmented with small cell access points. Each user equipment (UE) in the network is modeled as a rational agent that engages in a non-cooperative game and allocates its available transmit power over the set of assigned subcarriers to maximize its individual utility (defined as the user's throughput per Watt of transmit power) subject to a target rate requirement. In this framework, the relevant solution concept is that of Debreu equilibrium, a generalization of the concept of Nash equilibrium. Using techniques from fractional programming, we provide a characterization of equilibrial power allocation profiles. In particular, Debreu equilibria are found to be the fixed points of a water-filling best response operator whose water level is a function of rate constraints and circuit power. Moreover, we also describe a set of sufficient conditions for the existence and uniqueness of Debreu equilibria exploiting the contraction properties of the best response operator. This analysis provides the necessary tools to derive a power allocation scheme that steers the network to equilibrium in an iterative and distributed manner without the need for any centralized processing. Numerical simulations are used to validate the analysis and assess the performance of the proposed algorithm as a function of the system parameters.

Type de document :

Article dans une revue

IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, 2015, 14 (9), pp.4728-4742. 〈10.1109/twc.2015.2425397 〉

Domaine :

Mathématiques [math] / Optimisation et contrôle [math.OC]

Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-01382296
Contributeur : Panayotis Mertikopoulos <>
Soumis le : dimanche 16 octobre 2016 - 15:29:16
Dernière modification le : jeudi 11 octobre 2018 - 08:48:02

Energy-aware competitive power allocation for heterogeneous networks under QoS constraints

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