Optimizing Coverage and Capacity in Cellular Networks using Machine Learning

Author:

Dreifuerst Ryan M.,Daulton Samuel,Qian Yuchen,Varkey Paul,Balandat Maximilian,Kasturia Sanjay,Tomar Anoop,Yazdan Ali,Ponnampalam Vish,Heath Robert W.

Publisher

IEEE

Cited by 34 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On optimization formulations for radio resource allocation subject to common transmission rate;Computers & Operations Research;2024-01

2. A Differentiable Throughput Model for Load-Aware Cellular Network Optimization Through Gradient Descent;IEEE Access;2024

3. Cellular Network Optimization by Deep Reinforcement Learning and AI-Enhanced Ray Tracing;Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications;2023-11-13

4. Q-Learning Inspired Method for Antenna Azimuth Selection in Cellular Networks;2023 Workshop on Microwave Theory and Technology in Wireless Communications (MTTW);2023-10-04

5. Traffic based power consumption and node deployment in green LTE-A cellular networks;Ad Hoc Networks;2023-10

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