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Table 18 MIMAT algorithm for OFDM channel estimation

From: A unified approach to sparse signal processing

Initialization:

−Find an initial estimate of the time domain channel using linear interpolation: ĥ ( 0 ) = ĥ linear

Iterations:

1. Set Threshold=β eαi.

2. Using the threshold from the previous step, find the locations of the taps t by thresholding the time domain channel from the previous iteration ( ĥ ( i 1 ) ).

3. Solve for the values of the non-zero impulses using MMSE: ĥ t =SNR· F ~ H ( F ~ · SNR · F ~ H + I ) 1

4. Find the new estimate of the channel ( ĥ ( i ) ) by substituting the taps in their detected positions.

5. Stop if the estimated channel is close enough to the previous estimation or when a maximum number of iterations is reached.