Deep reinforcement learning-based mobility-aware robust proactive resource allocation in heterogeneous networks
Proactive resource allocation (PRA) is an essential technology boosting intelligent
communication, as it can make full use of prediction and significantly improve network …
communication, as it can make full use of prediction and significantly improve network …
Optimization of Pico-eNB Tx Power and the Effects of Picocell Range Expansion in Multiband HetNet
T Yasaka, K Yoda, H Otsuka - Journal of Sensor and Actuator Networks, 2022 - mdpi.com
The use of heterogeneous networks (HetNets) that combine macrocells and picocells in the
same coverage is effective in increasing system capacity and improving user throughput …
same coverage is effective in increasing system capacity and improving user throughput …
Mobility prediction at points of interest using many-to-one recurrent neural network
MS Cheng, JP Sheu, N Van Cuong… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
With the population of mobile phones, the telecom company has a user's cellular phone
signals and its movement trajectory. So, the company can learn about the user's activity …
signals and its movement trajectory. So, the company can learn about the user's activity …