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Table 2 Summary of the computational complexity analysis

From: Maximum likelihood-based adaptive iteration algorithm design for joint CFO and channel estimation in MIMO-OFDM systems

Algorithm

Complexity

Proposed algorithm

Step 1

O(MK2)

Step 2

O(M (K+ KNL))

Step 3

O(MNKlogK + K(MN2+ N3 + NM + N2) + MK2)

Steps 4 and 5

O(MK2\( {\tilde{N}}_{\mathrm{iter}} \))

The grid search-based method for CFO estimation without joint channel estimation

O(MK2\( {\tilde{N}}_{\mathrm{grid}} \))