Title :
Optimal resource allocation for smart-grid powered MIMO broadcast channels
Author :
Shuyan Hu;Xin Wang;Yu Zhang;Georgios B. Giannakis
Author_Institution :
Key Laboratory of EMW Information (MoE), Dept. of CSE, Fudan University, China
Abstract :
A novel framework is proposed for optimal resource management in multi-input multi-output (MIMO) downlink systems with smart-grid capabilities. Practical models are put forth to account for the stochastic renewable energy sources (RES), dynamic energy prices, as well as random wireless channels. Capitalizing on these models, a resource allocation task is formulated as an optimization problem that aims at maximizing the weighted sum-rate of MIMO broadcast channels. In addition to storage units accommodating the RES variability, a budget constraint is imposed for the worst-case energy transaction cost. Leveraging the information-theoretic uplink-downlink duality and Lagrange dual based subgradient method, an efficient algorithm is tailored to obtain the optimal strategy.
Keywords :
"Resource management","Smart grids","MIMO","Downlink","Batteries","Optimization","Covariance matrices"
Conference_Titel :
Wireless Communications & Signal Processing (WCSP), 2015 International Conference on
DOI :
10.1109/WCSP.2015.7341073