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A federated integration mode is proposed to integrate the existing networked manufacturing platforms and provide a large-scale distributed resource sharing and cooperative environment.
Once the optimum number of integrated cells is found for each integration mode in CA- and ANN-based clutter reduction systems, a subjective analysis of their performances is carried out.
Table 3 Performance evaluation of CA- and ANN-based clutter reduction systems with different number of integrated cells,, considering a 2D (rhombus (R)) integration mode.
First, a study of the optimum range of integrated area and number of integrated cells in the systems is done for each integration mode.
This integration mode is presented in Figure 2(c) for a range of integrated area (RIA) of cells.
Horizontal (H) Integration Mode using cellsVertical (V) Integration Mode using cellsRhombus (R) Integration Mode using cells.
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A study of the optimum RIA and number of integrated cells,, is presented in this section for 1D and 2D integration modes when both the ANN-based clutter reduction and CA-CFAR systems are considered.
Firstly, the six typical scenarios of the hybrid integration modes are discussed.
Figure 9 Zoom of the Images Processed by the ANN-based Clutter Reductits System Using its Best H, V, and R Integration Modes.
Next, the results obtained when applying the CA-CFAR system are presented for the different integration modes under study.
Figure 4 Radar Images Processed by the ANN-based Clutter Reductits System Using its Best H, V, and R Integration Modes.
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