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Conference papers
An algorithm for improved proportional-fair utility for vehicular users
Abstract : The Proportional Fair (PF) scheduler currently implemented in cellular networks is optimal when the channel conditions are stationary. Using measurements, a recent work shows that the conditions for moving cars can be non stationary and vary along the route. Based on these observations, the authors of [8] devise an algorithm called (PF) 2 S that exploits Signal-to-Noise Ratio (SNR) maps and rate predictions to improve the utility over the standard PF algorithm. We propose an algorithm which gives a better prediction of the future rate allocation and has a better utility compared to both the PF and (PF)2S algorithms. The proposed algorithm employs projected gradient on a relaxed version of the problem to predict the future allocations. Simulation results show that non negligible gains in utility over (PF)2S can be achieved by this algorithm.
Cited literature [13 references]
https://hal.laas.fr/hal-02376712
Contributor : Olivier Brun Connect in order to contact the contributor
Submitted on : Friday, November 22, 2019 - 5:04:48 PM
Last modification on : Wednesday, November 3, 2021 - 7:15:49 AM
Contributor : Olivier Brun Connect in order to contact the contributor
Submitted on : Friday, November 22, 2019 - 5:04:48 PM
Last modification on : Wednesday, November 3, 2021 - 7:15:49 AM
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