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Moreover, the EE can be further improved by using the optimal bit allocation.
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Besides, once the MS reaches to its optimal bit-rate, the extra probing packets should be reduced, so the MS can stay using the optimal bit-rate most of the time.
In this paper we solve this problem in the external-memory and in the cache-oblivious models by using the optimal O(nlogℓ) bits of space and requiring O(p/B+logBn) I/Os.
Figure 2 Bit/frame of the sequence "Coastguard" (QCIF format) encoded at 90 Kb/s, 10 fps using the optimal (black) and suboptimal (periodical SP allocation) (gray) allocation scheme.
Figure 1 Bit/frame of the sequence "Foreman" (QCIF format) encoded at 90 Kb/s, 10 fps using the optimal (black) and suboptimal (periodical SP allocation) (gray) allocation scheme.
Figure 4 Bit/frame of the sequence "Movie" (CIF format) encoded at 480 Kb/s, 30 fps using the optimal (black) and suboptimal (periodical SP allocation) (gray) allocation scheme.
Then, stretch using the optimal.
A distortion model is created to integrate both subjective and objective factors and an R-D criterion is used to obtain the optimal bit allocation.
In [10], measurements of packet transmission delays at the MAC layer are used to select the optimal bit rate for video, subsequently enforced by a transcoder.
Note that here, the simulated bit overhead (beta _{text {CS}}^{text {(A)}}) that may include several CS measurements (cycles) is used, whereas (53) refers to the optimal bit overhead of only one CS measurement.
From d=250 to d=200 m, the EE gain of the optimal bit allocation over equal bit allocation increases significantly, since it is more beneficial to use the bit allocation for exploiting the heterogeneity of large-scale channel gains from desired and interfering BSs.
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