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Therefore, we can conclude that the GA has good performance on the users' service and channel gain, achieves channel allocation robustness, and maintains minimum network interference.
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We investigate two distinct issues related to resource allocation heuristics: robustness and failure rate.
This can consist of six consecutive tiles, or a more dispersed allocation for robustness against subcarrier specific interference.
Moreover, the above power allocation design exhibits robustness to the channel estimation errors compared to the naive approach as shown in the subsequent section.
Results reveal that PSO based resource allocation shows a higher robustness than other resource allocation strategies such as uniform, degree-proportional, and betweenness-proportional allocation strategies.
The self-adapting allocation proportions can improve the robustness of the multi-target observing method.
We demonstrate the use of this methodology within two unique steady-state genetic algorithms designed to maximize the robustness of resource allocations.
We design, compare, and evaluate five static resource allocation heuristics that attempt to maximize robustness.
The purpose of the research in this paper is to quantify the robustness of a resource allocation, with the eventual objective of setting a standard that could easily be instantiated for a particular computing system to generate a robustness metric.
Self-adaptive mechanism is utilized to improve the robustness of the pulse allocation method.
FBMC and GFDM that are filtered on a sub-carrier basis have already an excellent spectral containment near the allocation edge, explaining their good MUI robustness even for a limited frequency spacing between users.
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