研究目的
To investigate the energy efficiency (EE) tradeoff between users in an interference network and to design an energy-efficient resource allocation scheme.
研究成果
The study concludes that orthogonal bandwidth sharing can achieve a better EE than non-orthogonal sharing when the interference between each user pair is stronger than a given threshold. The findings provide a valuable reference for designing an opportunistic energy-efficient resource sharing scheme in interference networks.
研究不足
The study assumes that all channel state information (CSI) is known at a central controller, which may not be feasible in all practical scenarios. Additionally, the algorithm converges to a local optimum, and its performance depends on the initial conditions.
1:Experimental Design and Method Selection:
The study formulates a non-concave multi-objective optimization problem (MOOP) to investigate the EE tradeoff, considering the minimum data rate requirement of each user. The weighted Tchebycheff method is used to convert the MOOP into a single-objective optimization problem, which is then solved by the Dinkelbach method and the concave-convex procedure method.
2:Sample Selection and Data Sources:
The study considers a network with N pairs of users transmitting on the same channel simultaneously.
3:List of Experimental Equipment and Materials:
The study involves simulations with parameters such as distance between user pairs, channel gains, path loss exponent, and shadow fading.
4:Experimental Procedures and Operational Workflow:
A power control algorithm is developed for the interference network to achieve at least a local optimum. The algorithm's performance is compared with orthogonal bandwidth sharing.
5:Data Analysis Methods:
Numerical results are used to verify the performance of the proposed algorithms.
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