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System throughput as a function of link availability p

System throughput as a function of link availability p

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Semantic communication (SC) is recognized as a promising approach for enabling reliable communication with minimal data transfer while maintaining seamless connectivity for a group of wireless users. Unlocking the advantages of SC for multi-user cases requires revisiting how communication and computing resources are allocated. This reassessment sho...

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Context 1
... for every user are sampled from a standard normal distribution. The availability of the links is modeled using a Bernoulli distribution where the probability p is varied from 0.1 to 0.9. The communication link between the users is assumed to be an additive white Gaussian noise (AWGN) channel with a fixed signal to noise ratio (SNR) of 10 dB. Fig. 3 shows the average throughput of all users resulting from the proposed SC system compared with a classical wireless system, as a function of the link availability probability. From Fig. 3, we observe that the proposed SC system can guarantee a constant throughput even when communication links are scarce, as it can emulate the link via ...
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... 3 shows the average throughput of all users resulting from the proposed SC system compared with a classical wireless system, as a function of the link availability probability. From Fig. 3, we observe that the proposed SC system can guarantee a constant throughput even when communication links are scarce, as it can emulate the link via reasoning. In particular, the proposed SC framework achieved a 6-fold increase in throughput compared to the classical communication system at low link availabilities. ...
Context 3
... for every user are sampled from a standard normal distribution. The availability of the links is modeled using a Bernoulli distribution where the probability p is varied from 0.1 to 0.9. The communication link between the users is assumed to be an additive white Gaussian noise (AWGN) channel with a fixed signal to noise ratio (SNR) of 10 dB. Fig. 3 shows the average throughput of all users resulting from the proposed SC system compared with a classical wireless system, as a function of the link availability probability. From Fig. 3, we observe that the proposed SC system can guarantee a constant throughput even when communication links are scarce, as it can emulate the link via ...
Context 4
... 3 shows the average throughput of all users resulting from the proposed SC system compared with a classical wireless system, as a function of the link availability probability. From Fig. 3, we observe that the proposed SC system can guarantee a constant throughput even when communication links are scarce, as it can emulate the link via reasoning. In particular, the proposed SC framework achieved a 6-fold increase in throughput compared to the classical communication system at low link availabilities. ...