Energy Optimization With Multi-Sleeping Control in 5G Heterogeneous Networks Using Reinforcement Learning

A survey on sleep mode techniques for ultra-dense networks in 5G and beyond

(2021) Fatima Salahdine et al.   Computer Networks

Greener RAN Operation Through Machine Learning

(2019) Greta Vallero et al.   IEEE Transactions on Network and Service Management

DRAG: Deep Reinforcement Learning Based Base Station Activation in Heterogeneous Networks

(2019) Junhong Ye et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Data-Driven Cell Zooming for Large-Scale Mobile Networks

(2018) Hao Jiang et al.   IEEE Transactions on Network and Service Management

Data-Driven Cell Zooming for Large-Scale Mobile Networks

(2018) Hao Jiang et al.   IEEE Transactions on Network and Service Management

BOOST: Base Station on-off Switching Strategy for Green Massive MIMO HetNets

(2017) Mingjie Feng et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Base Station ON-OFF Switching in 5G Wireless Networks: Approaches and Challenges

(2017) Mingjie Feng et al.   IEEE WIRELESS COMMUNICATIONS

Delay-Constrained Energy-Optimal Base Station Sleeping Control

(2016) Xueying Guo et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Survey of Energy-Efficient Techniques for 5G Networks and Challenges Ahead

(2016) Stefano Buzzi et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Dynamic Base Station Operation in Large-Scale Green Cellular Networks

(2016) Yue Ling Che et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Energy-Efficient Base-Stations Sleep-Mode Techniques in Green Cellular Networks: A Survey

(2015) Jingjin Wu et al.   IEEE Communications Surveys and Tutorials

Stochastic Analysis of Optimal Base Station Energy Saving in Cellular Networks with Sleep Mode

(2014) Jinlin Peng et al.   IEEE COMMUNICATIONS LETTERS

TACT: A Transfer Actor-Critic Learning Framework for Energy Saving in Cellular Radio Access Networks

(2014) Rongpeng Li et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

5G Network Capacity: Key Elements and Technologies

(2014) Qian Clara Li et al.   IEEE Vehicular Technology Magazine

A Decentralized Sleep Mechanism in Heterogeneous Cellular Networks With QoS Constraints

(2014) Ping Ren et al.   IEEE Wireless Communications Letters

SLEEP mode techniques for small cell deployments

(2011) Imran Ashraf et al.   IEEE COMMUNICATIONS MAGAZINE