In this part, the
complexity analysis is given to compare the presented algorithm with two-step positioning algorithms and generalized subspace-based algorithms.
The computational
complexity analysis, CRB derivation, and simulation are also presented.
Barry, "UML-based object-oriented metrics for architecture
complexity analysis," in Proceedings of the Ground System Architectures Workshop the Aerospace Corporation, March 2003.
Munro et al., "Spectral and
complexity analysis of scalp EEG characteristics for mild cognitive impairment and early Alzheimer's disease," Computer Methods and Programs in Biomedicine, vol.
He gathers and reorganizes many results otherwise scattered throughout the literature, emphasizing rates of convergence and
complexity analysis. Though his focus is on first-order methods, he also considers methods that exploit additional operations at each iteration such as prox evaluations, linear oracles, and exact minimization w.
The randomness of a finite discrete time series can be evaluated by Lempel-Ziv
complexity analysis ([21], [22]).
A detailed computational
complexity analysis is given for the three methods.
The proposed approach for multiscale
complexity analysis is implemented in the LMSE MATLAB[R] toolbox, which includes the algorithms for computing LMSE and RMSE for the simulated processes and exemplificative realizations of the cardiovascular data studied in this paper.