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We present comprehensive experiments using simulation and real-world applications that demonstrate the effectiveness of our approach in terms of time and fairness compared to other related algorithms.
The total throughput of the proposed scheme is close to the maximal one, while significantly improving fairness compared to the existing solutions.
The simulation results show that the proposed algorithms acquire a good tradeoff between the overall system throughout and fairness, compared to maximal rate and max-min schemes.
SORTAH minimizes the overall congestion effects of a transit network and leads to a better performing solution than that of a user equilibrium model, while simultaneously guaranteeing superior fairness compared to the pure system optimal model.
Figure 12 Jain's fairness index according to M. RR-11ac+ and PF-11ac+ can achieve high throughput fairness compared to 802.11ac and 802.11ac+.
The proposed algorithm brings a notable sum SE gain and also provides good user fairness compared to the equal power allocation policy.
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The authors further analyze the proposed scheme with different fairness indices available in the literature in order to quantify the achieved fairness as compared to the reference schemes.
Simulation results showed a noticeable performance improvement in spectral efficiency and fairness comparing to the benchmark algorithms proposed in [5, 7] under different settings; SRM and WSRM.
One subcarrier allocation criterion (SA2) has shown better performance in spectral efficiency and fairness comparing to the other criterion (SA1), and achieves near optimum performance.
Through simulations, we show that our proposed protocol achieves significant throughput and fairness improvement compared to the standard IEEE 802.11-based protocol.
We use packet-level simulations to show that our approach achieves up to 138% higher goodput with significantly better fairness characteristics compared to greedy approaches.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com