Page 158 - ITU Journal Future and evolving technologies – Volume 2 (2021), Issue 2
P. 158

A(x, y, z) = s (x, y, z)
                                                              2
                                      Laser mesh points                       Mesh element
                                      blocked by a target
                   (x, y, z)
                                                                                        z
          Beams intersection
                point                                                                      y
                                              z                                        x
                         j=1    j=2   j=3       y
                                             x
                             (a)
                                                        j=1       j=2     j=3
                                                                      (b)
          Fig. 5 – Estimated area and shape of the target based on the blocked laser beams at mesh positions. (a) Blocked laser beam intersections are shown in
          red at the respective mesh; (b) estimated area at each blockage.





                                                s

                                           j=1
                                                                    s
                                                j=2


                                                      j=3
                            Fig. 6 – The estimated 3D shape of the target based on blocked laser mesh intersections in Fig. 5.


          3.2 Detection of the target based on blockage        If there is a blockage to the path of a single laser beam
               of laser beam                                   or a bunch of beams due to a potential target, the re‑
                                                               ceived intensity,    (RX) (   (RX) ,    ) of each beam is reduced
                                                                                          ,  
                                  th
          The RXs of laser beams at    azimuth steering position  and a subsequent reduction occurs in the SNR,   /   . This
                                                                                                          G
              th
          and    mesh, at a distance      ,    from the TX, and an aper‑  reduction is due to the re lection and absorption of the
          ture radius of    (RX)  expects an intensity    (RX) (   (RX) ,    )  incident intensity from a target given in (4). Let    be
                                                         ,  
          (See (3) ) in case there is no blockage. The intensity,    (RX) ,  the threshold for minimum SNR. The detection thresh‑
          as a function of    (RX)  and    ) is given as       old    is obtained using Neyman‑Pearson decision rule and
                                  ,  
                                                               square law detection function for a given probability of
                          |   | 2     0  2     −2   (RX) 2     false alarm (pfa). If   /   G  <   , then, this is perceived
                            0
             (RX) (   (RX) ,    ) =  (  ) exp (        ).      as the presence of a target at that particular RX position.
                       ,  
                                                 2
                           2   0     (   )         (   )       The material of the target does not signi icantly change
                                       ,  
                                                 b
                                  b
                                                      ,  
                                                       (5)     the blockage characteristics.
          The corresponding received power at the RX side is given
          as [21]                                              4.   TARGET FEATURES
                                                               In this section, details of the features, i.e. 3D shape, max‑
                                                 2
                                               (RX)
                                             −2  
                                2
                                  2
                             ∣   |    [1 − exp (    (     ,   ) )]  imum velocity, pitch, and drift angles, and maximum alti‑
                                  0
                              0
                                              2
              (RX) (   (RX) ,    ) =   4   0         . (6)     tude, obtainable by the proposed approach are provided.
                        ,  
          Finally, the Signal‑to‑Noise Ratio (SNR) represented as  4.1 Features associated with target shape
                                                 th
                           th
            /   at the RXs of    steering position and    mesh in  Depending on the distance between consecutive beams,
             G
          the presence of Additive White Gaussian Noise (AWGN)  the blockage at the intersection position of laser beams
                    2
             ∼   (0,    ) can be written as                    on a mesh due to a target has a corresponding blocked
           G
                    n
                                                               area. Fig. 5(a) shows laser beams blocked at different po‑
                                  (RX) (   (RX) ,    )
                         /   =         2       ,    .  (7)     sitions on laser meshes,    = 1, 2, 3, due to a target. The
                          G
                                                               area of each blocked position (i.e., blocked intersection
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