We show that this problem can be cast as a nonlinear convex optimization problem, and describe an O(n) algorithm to solve it.
[PDF] Fast Algorithms for Resource Allocation in Wireless Cellular ...
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Jun 16, 2010 · We study the problem of resource allocation in wideband OFDM wireless cellular networks like Ultra Mobile Broadband (UMB) [33] and. Long Term ...
Resource allocation in wireless networks is fundamentally different than that in wireline networks due to the time varying nature of the wireless channel [1].
Spectral resources are to be divided among the users in order to maximize total user utility. We show that this problem can be cast as a nonlinear convex ...
We also show how our techniques can be extended to solve resource allocation problems that arise in wideband networks with frequency selective fading and when ...
Sep 2, 2024 · In this work, we propose four prediction models that allow one to predict the number of connected users on a wireless network.
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Mar 19, 2023 · We propose a network frame with a resource allocation algorithm based on power consumption, delay and user cooperation.
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What is resource allocation in cellular networks?
Which algorithm is most efficient requiring few hardware resources so it's a perfect candidate for wireless devices and cell phones?
Nov 16, 2019 · In this paper, we use imitation learning method to accelerate the B&B algorithm. With invariant problem-independent features and appropriate.
To this end, we propose a machine learning-based resource allocation method to maximize throughput and achieve minimum QoS requirements for all active D2D pairs ...
Network slicing management and orchestration (MO) architecture, which offers a foundation for resource allocation algorithms, was also described. Then, in RAN ...