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Table 1 Comparison of algorithm complexity

From: A novel cooperative spectrum signal detection algorithm for underwater communication system

Algorithm Complexity
EM O(N3)
MP O(M × N),M ≥ N
OMP O(M × N),M ≥ N
Paper algorithm Less than O(N × N)