Services KPI-based Energy Management Strategies for Green Wireless Networks

Ali El Amine (1, 2) , Hussein Al Haj Hassan (3) , Loutfi Nuaymi (2, 1)

1 IMT Atlantique - SRCD - Département Systèmes Réseaux, Cybersécurité et Droit du numérique
2 ADOPNET - Advanced technologies for operated networks
3 LU / ULB - الجامعة اللبنانية [بيروت] = Lebanese University [Beirut] = Université libanaise [Beyrouth]

Complex green wireless networks including smart grid, renewable energy and batteries need precise energy management strategies in order to realize some of the defined objectives. Although these networks have different services (streaming, web, voice call, etc.) with different requirements, most research work slightly covered the specific contribution of each of these services and their effect on the network energy consumption. In this paper, we consider advanced KPIs (Key Performance Indicators) putting forward each service contribution to energy consumption. Using these new KPIs, we propose to adapt some energy management strategies, leading to performance amelioration and new energy savings, under renewable energy and smart grid environment. Simulations indicate the efficiency of our proposed adaptation, achieving 11.45% enhancement in these new KPIs, and outperforming several benchmark algorithms with a gain up to 8% points in terms of energy savings reduction. We analyze the benefits of the services KPIs and also their limits , leading to possible new services-based efficient energy management strategies in the considered framework.

Mots clés: Green cellular networks; Renewable energy; Resource allocation; Shapley value Cooperative games

Domaines: Energie électrique

Ali El Amine, Hussein Al Haj Hassan, Loutfi Nuaymi. Services KPI-based Energy Management Strategies for Green Wireless Networks. 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2018, Bologna, Italy. pp.7, ⟨10.1109/PIMRC.2018.8581023⟩. ⟨hal-01985902⟩