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Although the proposed method requires a larger computational complexity, its estimation result can achieve a higher accuracy.
Probabilistic methods (e.g., [5, 6]) take into account uncertainty of the measurements, but they require larger computational complexity than deterministic methods.
While the prospect of reducing the number of pilot symbols is important, these receivers are of limited utility since they have grossly larger computational complexity than traditional pilot based receivers.
Although HEQ-MA has much larger computational complexity than feature compensation techniques, it can be still regarded as an efficient model adaptation technique compared to other more complex model adaptation techniques such as MLLR due to its predominantly simple algorithmic complexity.
Despite the larger computational complexity the best performing regression formula described by Equation 9 was implemented in the pipeline.
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However, its large computational complexity has been a challenge to most embedded implementations.
However, its main drawback is with large computational complexity and not suitable for noise correlation condition, which limits its application in the multi-sensor measurement system.
Generally, the acoustic echo canceller suffers from the long echo path and large computational complexity.
In order to avoid large computational complexity, we need to cooperate with neighbors selectively.
But information exchange and fusion would inevitably bring about large computational complexity and communication burden.
One drawback of the scheme is large computational complexity because of iterative decoding.
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CEO of Professional Science Editing for Scientists @ prosciediting.com