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Concerning the protection allocation, three important remarks have to be made.
However, with and, we found that the protection allocation performed by the system with the additive model was identical to that of the full-search algorithm, while having similar mismatch amplitudes.
As introduced in Section 2, a predictive model of the end-to-end distortion propagation is required by the full UEP controller in order to optimize the protection allocation.
Sections 2.3 and 2.4, respectively, explain how the separate models are combined at run-time and how the resulting rate-distortion characteristics are exploited to derive the final protection allocation.
This approximation is required to enable the low-complexity optimization described in Section 2.4, but may introduce a mismatch between the estimated distortion during the optimization of the protection allocation and the actual distortion observed at the receiver.
A new error protection allocation scheme based on genetic programming is then employed to determine the degree of protection for each layer so that the average distortion of the reconstructed images after transmission can be minimized.
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A full-search algorithm basically computed the expected distortion of all possible protection allocations prior to the transmission, and picked the best allocation based on the lowest distortion value.
Table 1 Protection levels allocation of the proposed algorithm, corresponding to the rate-distortion characteristics of Figure 2. Stage 1 2 3 4 5 6 Substream 1 0 1 2 2 3 3 Substream 2 0 0 0 1 2 3 Figure 2 An example of rate-distortion characteristics obtained with 2 substreams and 3 protection levels.
That's because corruption is inherent to a system where a one-party hierarchy, based on political patronage and protection, controls the allocation and use of state-owned assets, critics say.
Because availability of resources, such as dietary antioxidants, is expected to vary with general ecological conditions, organisms should evolve life-history strategies that allow them to secure efficient antioxidant protection by optimizing allocation to antioxidant defense and competing functions.
Depending on optical switches and interconnecting fibers, full-fiber-fault protection and dynamic bandwidth allocation are realized in these networks.
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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