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integrator, analog                                                integration, coherent [predetection]  220



                                                                imately 1.6 dB lower than that of the n-pulse video integrator.
                                                                (see integration gain). The probability P of detection or false
                                                                alarm at the output of a binary integrator can be found as a
                                                                function of the corresponding probability p at its input as
                                                                                    n
                                                                                         n!    j    n –  j
                                                                          Pm n ¤(  ) =  å  --------------------- p 1 –  p )
                                                                                               (
                                                                                        (
                                                                                       j! n – ) !
                                                                                           j
                                                                                   j =  m
                                                                Several common cases are:
                                                                    P(1/1) = p
                                                                            2
                                                                    P(1/2) = p  + 2p(1 - p)
                                                                                 2
                                                                            3
                                                                    P(2/3) = p  + 3p (1 - p)
                                                                            4
                                                                                           2
                                                                                 3
                                                                    P(2/4) = p  + 4p (1 - p) + 6p (1 - p)
                                                                    The general block diagram of the binary integrator is
                                                                shown in Fig. I5. If the binary counter is periodically decre-
                                                                mented to maintain a low false-alarm probability on a contin-
                                                                uous stream  of input signals,  the  integrator is known as a
             Figure I3 Delay-line based integrator: (a) block diagram, (b)
                                                                moving-window (or continuous) binary integrator. Otherwise,
             frequency response.
                                                                it is a batch integrator, in which the counter is set to zero after
               Depending on the type of delay line, analog integrators  each group of n pulses.
           are divided into dynamic and static integrators. The latter are  Although the binary integrator introduces an additional
           often termed  synchronous integrators. In dynamic integra-  loss relative to the  ideal noncoherent  integrator, it is much
           tors, typically ultrasonic delay lines or surface-acoustic-wave  less  sensitive to  the effects of large,  random interference
           delay lines are employed. In static integrators, the delay of the  pulses  because the energy in a single pulse contributes no
           pulses is implemented through its recording in magnetic tape,  more than a single “one” in the binary counter, rather than its
           disk, or cathode-ray tube. The reading is done in the desired  large voltage in the linear integrator.
           moment of time. These integrators have poor performance.
                                                                          First                  Second
           The general disadvantage of one-cycle integrators is a com-   threshold               threshold   Target
                                                                                                             pulse
                                                                                                 Binary
                                                                                                         Count
                                                                  Radar
           paratively small improvement of the signal-to-noise ratio. It  receiver  Video  Threshold  Quantizer  Range gate  counter  sampler
                                                                          detector
                                                                                         No. 1
           can be increased by using a two-cycle integrator (Fig. I4) that
           can have a signal-to-noise ratio improvement about twice that
                                                                                        Range gate  Binary  Count
           of the one-cycle integrator. AIL                                              No. 2   counter  sampler
           Ref.: Skolnik (1970), p. 17.27; Finkel’shteyn (1983), pp. 265–280; Lezin
              (1969), pp. 256–276.                                                      Range gate  Binary  Count
                                                                                         No. 3   counter  sampler
                                                                  Figure I5 Block diagram of binary integrator (after Skolnik
                                                                  (1980), Fig. 10.7, p. 388).
                                                                    This type of integrator is also known as the double-
                                                                threshold detector, m-out-of-n detector, or coincidence detec-
                                                                tor, and is widely used in radar signal processors. DKB
                                                                Coherent [predetection] integration occurs when all of the
                                                                radar pulses n received from a target during the observation
                                                                time are added in phase before envelope detection. The sig-
             Figure I4 Two-cycle integrator.
                                                                nal-to-noise ratio (SNR) is enhanced by the factor  n =  f t
                                                                                                               r o
                                                                over that of a single pulse, where f  is the pulse repetition fre-
                                                                                            r
           Batch integration is the process of collecting n successive
                                                                quency and t  is the integration time. Similarly, for a continu-
                                                                          o
           returns, performing the integration, and then discarding these
                                                                ous wave (CW) radar, during the observation time t , there
                                                                                                           o
           returns before collecting the next batch. This is in contrast to
                                                                will be  n =  B t samples of signal  and independent noise
                                                                            n o
           the moving-window integrator. DKB
                                                                added in a coherent integration process, where B is the noise
                                                                                                       n
           Binary integration is a noncoherent integration process in  bandwidth of  the filter. In either case,  coherent  integration
           which envelope-detected signals are quantized by an initial  requires that the signal have a predictable phase relationship
           threshold into one-bit binary signals, before being passed to  (i.e., coherence) and that the phase response of the filter be
           an accumulator. When the accumulator count reaches a sec-  such as to bring all of the signal components into the same
           ond threshold level m, detection is declared. When n pulses  phase during the  integration process. In  an ideal  coherent
           are integrated in this way, the optimal second threshold is in  integration scheme, the coherent integration gain is exactly n.
           the order of m  =  1.5 n  , and the integration gain is approx-  Coherent integration is sometimes referred to as predetection
                      opt
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