Cellular Network Optimization by Deep Reinforcement Learning and AI-Enhanced Ray Tracing

Author:

Wang Zhangyu1ORCID,Isci Serkan2ORCID,Kanza Yaron3ORCID,Kounev Velin2ORCID,Shaqalle Yusef2ORCID

Affiliation:

1. University of California Santa Barbara, Santa Barbara, California, USA and AT&T Labs

2. AT&T Labs - Research, Bedminster, New Jersey, USA

3. AT&T Chief Data Office, Bedminster, New Jersey, USA

Publisher

ACM

Reference32 articles.

1. Abien Fred Agarap. 2019. Deep Learning using Rectified Linear Units (ReLU). arXiv:1803.08375 [cs.NE] Abien Fred Agarap. 2019. Deep Learning using Rectified Linear Units (ReLU). arXiv:1803.08375 [cs.NE]

2. Vahab Akbarzadeh , Christian Gagne , Marc Parizeau , Meysam Argany , and Mir Abolfazl Mostafavi . 2012. Probabilistic sensing model for sensor placement optimization based on line-of-sight coverage . IEEE transactions on instrumentation and measurement 62, 2 ( 2012 ), 293--303. Vahab Akbarzadeh, Christian Gagne, Marc Parizeau, Meysam Argany, and Mir Abolfazl Mostafavi. 2012. Probabilistic sensing model for sensor placement optimization based on line-of-sight coverage. IEEE transactions on instrumentation and measurement 62, 2 (2012), 293--303.

3. Cell Outage Compensation in LTE Networks: Algorithms and Performance Assessment

4. Feed-forward neural networks

5. Interactive Testing of Line-of-Sight and Fresnel Zone Clearance for Planning Microwave Backhaul Links and 5G Networks

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