Generalized low-rank optimization for topological cooperation in ultra-dense networks

K Yang, Y Shi, Z Ding - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… Unfortunately, interference in dense wireless network deployment becomes a key capacity
… Letaief, “Large-scale convex optimization for dense wireless cooperative networks,” IEEE …

Energy efficiency optimization for dense networks

QD Vu, M Juntti, EK Hong, LN Tran - … -Dense Networks for 5G and …, 2019 - books.google.com
optimal solution. Here we present an efficient local optimization framework called successive
convex … are quite efficient for large-scale problems, and thus are well suited to ultra dense

Robust distributed cooperative localization with NLOS mitigation based on multiplicative convex model

S Chen, J Zhang, C Xu - IEEE Access, 2019 - ieeexplore.ieee.org
… To reduce the problem size and to design a truly parallel algorithm, we re-build the
convex model into a redundant formulation. Owing to this formulation, the large-scale convex

Secure communications in tiered 5G wireless networks with cooperative jamming

Y Huo, X Fan, L Ma, X Cheng, Z Tian… - … on Wireless …, 2019 - ieeexplore.ieee.org
… at the macrocell tier are equipped with large-scale antenna arrays to provide space diversity
… employ convex optimization techniques to find feasible solutions to these highly non-convex

Efficient aerial data collection with cooperative trajectory planning for large-scale wireless sensor networks

Y Zhu, S Wang - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
… We can solve this convex optimization problem by using standard techniques such as CVX
[39], then the optimal coordinated routes under ordered visiting assignment can be found. …

Utility maximization for large-scale cell-free massive MIMO downlink

M Farooq, HQ Ngo, EK Hong… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
large-scale cell-free massive MIMO regarding the four utility metrics above. In particular we
find that, in the domain of large-scale … , which means that large-scale cell-free massive MIMO …

Enhancing performance of random caching in large-scale wireless networks with multiple receive antennas

D Jiang, Y Cui - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… To provide spatial file diversity (which can improve performance of dense wireless networks
convex optimization problem with a differentiable nonconvex objective function and a convex

Machine learning for large-scale optimization in 6g wireless networks

Y Shi, L Lian, Y Shi, Z Wang, Y Zhou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
… The semidefinite relaxation (SDR) [19] and successive convex approximation (SCA) [20]
techniques are widely applied to solve non-convex optimization problems (eg, non-convex

Large scale resource allocation for the internet of things network based on ADMM

Y He, S Zhang, L Tang, Y Ren - IEEE Access, 2020 - ieeexplore.ieee.org
… maximization problem into an equivalent convex optimization problem. Then the classic …
Letaief, ‘‘Large-scale convex optimization for dense wireless cooperative networks,’’ IEEE …

Cooperative beamforming for wireless fronthaul and access links in ultra-dense C-RANs with SWIPT: A first-order approach

F Tan, P Wu, YC Wu, M Xia - IEEE Journal of Selected Topics …, 2021 - ieeexplore.ieee.org
This work studies multigroup multicasting transmission in cloud radio access networks (C-RANs)
with simultaneous wireless information and power transfer where densely packed …