… framework to enable a self-optimizing and self-learning for … a near-optimal network configuration addressing the non-… mobile sensor networks IEEE INFOCOM, pp. 154–162, 2009. …
… , a small-cell network is equipped with an autonomous solution called self-organizing … The mobile environment also varies due to UE mobility, and therefore, we propose an RL-based …
S Vittal - 2021 17th International Conference on Network and …, 2021 - ieeexplore.ieee.org
… primary network services, namely enhanced Mobile Broadband (… Mobile Virtual Network Operators (MVNO)s often face … scaling situations as the 5G network uses a shared environment …
… , communication networks, and mobile … optimized architecture, we propose a self-learning architecture that supports automatic data learning and synthesizing at the edge of the network…
T Qiu, J Liu, W Si, DO Wu - … /ACM Transactions on Networking, 2019 - ieeexplore.ieee.org
… [22] proposed a self-clustering method for the heterogeneous networks using … Wang, “Coverage and energy consumption control in mobile heterogeneous wireless sensor networks,” …
C Tang, X Wei, C Zhu, Y Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… For example, decision making for task allocation and response latency optimization are not … of VFC to schedule the tasks offloaded from mobile devices (MDs). The road side unit (RSU) …
… self-optimization for HCPs [56], [110]–[122]. To the best of our knowledge, the most available self-optimization … Not all mobile UEs require the optimization process to perform at the same …
… In [13], the authors prove the convergence of games where individual user choices are driven by a convex optimization (as in our case); however, they require some properties not met …
G Liu, Y Huang, N Li, J Dong, J Jin… - China …, 2020 - ieeexplore.ieee.org
… mobilenetwork, which leads to a lower cost on network operation and maintenance (O&M). How to utilize the AI to assist the network to optimize … and self-evolving, the future network …