A Variable Bandwidth Scheme for Predictive Control in Cellular Networks

Author(s):  
Hao Wang ◽  
Furong Wang ◽  
Xu Xie ◽  
Kewei Li
2007 ◽  
Vol 11 (2) ◽  
pp. 152-154 ◽  
Author(s):  
Ho-jin Lee ◽  
Hee-jung Byun ◽  
Jong-tae Lim

Energies ◽  
2020 ◽  
Vol 13 (24) ◽  
pp. 6546
Author(s):  
Eva Masero ◽  
Luis A. Fletscher ◽  
José M. Maestre

Next-generation cellular networks are large-scale systems composed of numerous base stations interacting with many diverse users. One of the main challenges with these networks is their high energy consumption due to the expected number of connected devices. We handle this issue with a coalitional Model Predictive Control (MPC) technique for the case of next-generation cellular networks powered by renewable energy sources. The proposed coalitional MPC approach is applied to two simulated scenarios and compared with other control methods: the traditional best-signal level mechanism, a heuristic algorithm, and decentralized and centralized MPC schemes. The success of the coalitional strategy is considered from an energy efficiency perspective, which means reducing on-grid consumption and improving network performance (e.g., number of users served and transmission rates).


Author(s):  
Bartłomiej Błaszczyszyn ◽  
Martin Haenggi ◽  
Paul Keeler ◽  
Sayandev Mukherjee

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