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Table 1 Computational complexity in term of complex multiplications

From: Clutter cancellation in passive radar using batch-based CLEAN technique

Processing step

Complex multiplications

Sref=FFT (sref,0)

T0=Nlog2N/2

Ssurv=FFT (ssurv)

T1=Nlog2N/2

sMF=IFFT\(\left (\boldsymbol {S}_{{surv}} \boldsymbol {S}_{{ref}}^{\ast }\right)\)

T2=N+Nlog2N/2

\(\phantom {\dot {i}\!} \left (\boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {S}_{r_{\varLambda }}\right) \)

T3=Q2N

\(\phantom {\dot {i}\!} \left (\boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {S}_{r_{\varLambda }}\right)^{-1} \)

T4=Q3

\(\phantom {\dot {i}\!} \left (\boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {S}_{r_{\varLambda }}\right)^{-1} \boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {s}_{{surv}}^{} \)

T5=Q2

\(\phantom {\dot {i}\!}\boldsymbol {S}_{r_{\varLambda }}\left (\boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {S}_{r_{\varLambda }}\right)^{-1} \boldsymbol {S}_{r_{\varLambda }}^{H} \boldsymbol {s}_{{surv}}^{}\)

T6=QN

Total complexity

\(T = {T_{0}} + k\sum \limits _{i = 1}^{6} {{T_{i}}} \)

 

k is the number of iterations