PROJECT TITLE :

A Lyapunov Optimization Approach for Green Cellular Networks With Hybrid Energy Supplies

ABSTRACT:

Powering cellular networks with renewable energy sources via energy harvesting (EH) have recently been proposed as a promising answer for green networking. But, with intermittent and random energy arrivals, it is challenging to produce satisfactory quality of service (QoS) in EH networks. To get pleasure from the greenness brought by EH whereas overcoming the instability of the renewable energy sources, hybrid energy supply (HES) networks that are powered by both EH and the electric grid have emerged as a brand new paradigm for green Communications. During this paper, we can propose new style methodologies for HES inexperienced cellular networks with the assistance of Lyapunov optimization techniques. The network service price, which addresses both the grid energy consumption and achievable QoS, is adopted as the performance metric, and it's optimized via base station assignment and power control (BAPC). Our main contribution may be a low-complexity online algorithm to minimize the long-term average network service cost, specifically, the Lyapunov optimization-based BAPC (LBAPC) algorithm. One main advantage of this algorithm is that the choices depend solely on the instantaneous facet info while not requiring distribution info of channels and EH processes. To work out the network operation, we only would like to resolve a deterministic per-time slot downside, for which an efficient inner–outer optimization algorithm is proposed. Moreover, the proposed algorithm is shown to be asymptotically optimal via rigorous analysis. Finally, sample simulation results are presented to verify the theoretical analysis and validate the effectiveness of the proposed algorithm.


Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here


PROJECT TITLE :Improved Lyapunov Function primarily based ControlApproach for Single-stage inverter Grid InterfacingSolar Photovoltaic SystemABSTRACT:In this paper improved Lyapunov-operate primarily based control approach for
PROJECT TITLE :Control of Cascaded DC–DC Converter-Based Hybrid Battery Energy Storage Systems—Part II: Lyapunov ApproachABSTRACT:A cascaded dc–dc boost converter is one in all the ways in which to integrate hybrid battery
PROJECT TITLE :Short- and Long-Term Reliability Studies of Broadband Phosphor-Converted Red, Green, and White Light-Emitting DiodesABSTRACT:Phosphor-converted lightweight-emitting diodes (LEDs) are now widely employed in all kinds
PROJECT TITLE :Mobile converged networks: framework, optimization, and challengesABSTRACT:In this article, a replacement framework of mobile converged networks is proposed for flexible resource optimization over multi-tier wireless
PROJECT TITLE : Video Dissemination over Hybrid Cellular and Ad Hoc Networks - 2014 ABSTRACT: We study the problem of disseminating videos to mobile users by using a hybrid cellular and ad hoc network. In particular, we formulate

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry