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Possible disadvantages of the proposed composite particle filtering-based approaches are the facts that they present high computational complexity and require good initializations; analytical closed form expressions do not seem to exist for the clock estimators and the computation of the lower bound performance bounds appears difficult due to the non-Gaussian nature of involved distributions.
Small-noise analysis shows that the proposed estimators reach the KCR lower bound performance asymptotically.
We develop LMI-based delay-dependent conditions to guarantee stability and an induced L2 gain bound performance for the filtering error system.
It can be observed that the method has a fast convergence rate; it converges to 90%% of the upper bound performance within five iterations.
Its optimization works on the minimization of the difference between upper bound performance and the desired performance on frame-to-frame basis.
By replacing the optimal MAP equalizer with a suboptimal, low complexity MMSE equalizer, low complexity turbo equalization is achieved, while still achieving matched filter bound performance using static channels of length five[5].
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For distributed BF DF cooperation schemes the exact BEP performance is obtained and compared with the BEP performance upper bound, BEP performance lower bound and BEP performance with optimal power allocation strategy.
When malicious users can be detected, as discussed in Section 4.1, the performance will get close to upper bound (the performance of honest nodes) as detection round increases.
Is there an upper bound on performance?
The objective is to provide design guidelines and bound the performance of DEAs that avoid failure.
What bound the performance together was the BBC SSO itself, which surged and swept and swooned through act three with a magnificent breadth of sound built in its collective muscle memory.
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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