TY - JOUR
T1 - A Time-Varied Probabilistic ON/OFF Switching Algorithm for Cellular Networks
AU - Rached, Nadhir B.
AU - Ghazzai, Hakim
AU - Kadri, Abdullah
AU - Alouini, Mohamed-Slim
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2018/1/11
Y1 - 2018/1/11
N2 - In this letter, we develop a time-varied probabilistic on/off switching planning method for cellular networks to reduce their energy consumption. It consists in a risk-aware optimization approach that takes into consideration the randomness of the user profile associated with each base station (BS). The proposed approach jointly determines (i) the instants of time at which the current active BS configuration must be updated due to an increase or decrease of the network traffic load, and (ii) the set of minimum BSs to be activated to serve the networks’ subscribers. Probabilistic metrics modeling the traffic profile variation are developed to trigger this dynamic on/off switching operation. Selected simulation results are then performed to validate the proposed algorithm for different system parameters.
AB - In this letter, we develop a time-varied probabilistic on/off switching planning method for cellular networks to reduce their energy consumption. It consists in a risk-aware optimization approach that takes into consideration the randomness of the user profile associated with each base station (BS). The proposed approach jointly determines (i) the instants of time at which the current active BS configuration must be updated due to an increase or decrease of the network traffic load, and (ii) the set of minimum BSs to be activated to serve the networks’ subscribers. Probabilistic metrics modeling the traffic profile variation are developed to trigger this dynamic on/off switching operation. Selected simulation results are then performed to validate the proposed algorithm for different system parameters.
UR - http://hdl.handle.net/10754/626845
UR - http://ieeexplore.ieee.org/document/8254347/
UR - http://www.scopus.com/inward/record.url?scp=85041241226&partnerID=8YFLogxK
U2 - 10.1109/LCOMM.2018.2792001
DO - 10.1109/LCOMM.2018.2792001
M3 - Article
SN - 1089-7798
VL - 22
SP - 634
EP - 637
JO - IEEE Communications Letters
JF - IEEE Communications Letters
IS - 3
ER -