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It was found that the existing method has complexity order O ( K 0 M T 3 ), assuming all users have the same number of receive antennas N.
A convergence study indicates the split method has complexity O(N) over a wide range of grid spacings and Mach numbers, while the use of full coarsening for all equations makes the complexity deteriorate to almost O(N1.5).
Then the Fokker Planck method has complexity on the order of (O(m n)) and the Volterra method is on the order of (O(n^{2})) (native implementation requires (O(n^{3})), but techniques are applied to reduce the complexity to (O(n^{2})); see [36]).
Similar(57)
We assume that a comparison yields a computational complexity equal to complex multiplications (CMUX), while the inversion of an matrix performed by Gaussian elimination methods has complexity CMUX.
This method has lower complexity than the one in [18].
This method has computational complexity (O(N^{3})), where N is the size of the matrix.
The proposed method has a complexity of (KM) for K users and M subchannels.
We conclude that our method has computational complexity that scales linearly with the number of interactions.
Propagator method has low complexity, but its 2D-DOA estimation performance is less than ESPRIT algorithm.
From the transmitter perspective, the joint MRC and clipping mitigation method has lower complexity than PWLS and optimal clipping schemes.
This method has low complexity but does not consider impact on surrounding femtocells and probably causes interference.
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