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102     Chapter Three

                    Simulation Results  After 100 generations, all criteria were achieved in
                  most frequency points, and thus the program was terminated. A set
                  of nondominant solutions was found. Two sets of parameters for the
                  optimum  simulation  results,  which  were  obtained  by  the  Orchard-
                  Elliott method with and without the GA optimization, are shown in
                  the following illustration. Actually, the eight-element antenna array
                  with parameters obtained by the GA optimization performs better. Its
                  simulated input return loss against frequency at port 1 to port 8 is
                  illustrated in Figure 3.4. It is clearly seen that all ports have satisfied
                  the return loss requirement (<–10 dB) over the desired operating band-
                  width (1.71–2.17 GHz).

                                                  Without GA     With GA
                                                  optimization  optimization
                   The height of the patches (h )    N/A         0.187l 0
                                       p
                   The height of the L-probe (h lp )   N/A        0.1l 0
                   The length of the L-shaped probe (L )   N/A   0.063l 0
                                             p
                   Element spacing (E )              0.8l 0       0.83l 0
                                 1
                   Element spacing (E )              0.8l 0       0.77l 0
                                 2
                   Element spacing (E )              0.8l 0       0.7l 0
                                 3
                   Element spacing (E )              0.8l 0       0.85l 0
                                 4
                   Element spacing (E )              0.8l 0       0.75l 0
                                 5
                   Element spacing (E )              0.8l 0       0.8l 0
                                 6
                   Element spacing (E )              0.8l 0       0.85l 0
                                 7
                          o
                   Phase (a )                         0            0
                          1
                          o
                   Phase (a )                        −15°          −14°
                          2
                          o
                   Phase (a )                        −13°         −13.4°
                          3
                          o
                   Phase (a )                        −25°         −22.5°
                          4
                          o
                   Phase (a )                        −51°          −46°
                          5
                          o
                   Phase (a )                         8°          11.2°
                          6
                          o
                   Phase (a )                         15°          16°
                          7
                          o
                   Phase (a )                         3°           6.7°
                          8
                   Amplitude (a )                    0.47          0.49
                            1
                   Amplitude (a )                    −0.62        −0.63
                            2
                   Amplitude (a )                     0.7          0.71
                            3
                   Amplitude (a )                     −1           −1
                            4
                   Amplitude (a )                     0.5          0.52
                            5
                   Amplitude (a )                    −0.38        −0.39
                            6
                   Amplitude (a )                    0.38          0.39
                            7
                   Amplitude (a )                    −0.47        −0.47
                            8
                    The radiation patterns in the elevation plane are shown in Figure 3.5.
                  It can be observed that the beam peak is located at 0° over the operating
                  frequency band. Referring to the tables shown in Figure 3.5, the sidelobe
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