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It is worth mentioning that many algorithms, such as the MMSE channel estimation, also make use of channel statistics information [18].
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In the absence of channel statistics, we suggest to use such orthogonal pulse design with good TFL characteristic.
The simplest algorithm for the channel estimation using (7) is the LS estimator, which does not exploit a priori knowledge of channel statistics and noise power and has worse estimation performance relative to the MMSE estimator.
Thus, a priori knowledge of channel statistics is required.
The receiver extracts pilot sequences and, relying on the knowledge of channel statistics, performs the estimation.
Thus, it is possible to use the channel statistics for selecting the better scheme between them.
By using the channel statistics, the authors of [12] proposed a transmit power allocation algorithm to minimize the overall transmit power of the TWR network with asymmetric traffic requirements.
The price of the reduced complexity is lower accuracy — from using average channel statistics rather than the channel conditions of each subcarrier.
The statistics for channel utilization and average time of use of channel by the PU are maintained in the CST.
The required knowledge of the channel statistics can be estimated by some methods.
The frequency dependency of the channel statistics is directly related to the signal wavelength.
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