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Moreover, simulated annealing yields substantial performance degradation compared to both Taguchi's method and manual optimization.
However, all of the aforementioned works rely on the impractical Gaussian input assumption, which often leads to substantial performance degradation in real application.
The empirical results show that substantial performance degradation occurs when the exact signal steering vector for the desired signal is not known.
The standard Capon beamformer is subject to substantial performance degradation in the presence of estimation errors of the signal steering vector and the array covariance matrix.
However, as illustrated in Figure 1, there are typical multiple cells in practical systems and the intercell interference incurs substantial performance degradation, thus being the bottleneck of system performance.
However, in practical deployment scenarios, where location errors inevitably exist, these algorithms are vulnerable to a substantial performance degradation not only in terms of packet delivery ratio but also energy consumption.
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Overall, to effectively block or mitigate such attacks, any threat prevention solution needs to be comprehensive without significant performance degradation.
The scheme retains the intrinsic nature of the sliding mode servo control enforcing the actuator to slide along the optimally designed reference profile such that no substantial seek performance degradation occurs at all.
Taking into account only a small performance degradation of the AvN Log-MAP algorithm, this substantial reduction in computational effort makes the proposed algorithm attractive for the practical implementation.
Moreover, the performance degradation as compared to the exhaustive search seems not that much considering the substantial reduction in the complexity.
Simulation results show that our proposed scheme offers a substantial complexity reduction in terms of the number of visited nodes while keeping a significantly small performance degradation compared to conventional approaches.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com