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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Signals from a Moving Object of Autodyne Radars with Linear Frequency Modulation</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Kirill A. Ignatkov, Vladislav Ya. Noskov,</string-name>
          <email>k.a.ignatkov@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Gennadiy P. Ermak, Alexander S. Vasiliev,</string-name>
          <email>ermak@ire.kharkov.ua</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sergey M. Smolskiy</string-name>
          <email>smolskiysm@mail.ru</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Andrey P. Chupahin, Ural Federal University</institution>
          ,
          <addr-line>Yekaterinburg</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>National Research, University “Moscow Power, Engineering Institute”</institution>
          ,
          <addr-line>Moscow</addr-line>
          ,
          <country country="RU">Russia</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>O.Ya. Usikov Institute for Radio Physics</institution>
          ,
          <addr-line>and Electronics, Kharkiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The results of signal peculiarities' investigation of an autodyne short-range radar system with linear frequency modulation for the moving reflecting object are described. The autodyne signal plots are obtained for the cases when its period duration is much longer than delay time of the reflected emission as well as for the cases when this inequality is not satisfied. Experimental data are obtained on the 8mm-range Gunn-diode oscillator with frequency tuning by the varicap.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>Introduction</title>
    </sec>
    <sec id="sec-2">
      <title>Initial Expressions for Signal Analysis</title>
      <p>A system of linearized (in the vicinity of a steady-state) differential equations for small relative variations of the
amplitude  and the frequency  for a single-circuit oscillator being under impact of the proper reflected emission has a
 ( ) =  0 + Δ  ( ) =  0[1 +   
 ( ) =  0[1 +    ( )] =  0[1 +   
are the loaded Q-factor and the cavity frequency, relatively;
 , , and  are dimensionless
parameters defining the oscillator increment slope, non-isodromity and non-isochronity, relatively; Γ( ,  ) =
Γ0[ ( ,  )/ ( )],  ( ,  ) = Ψ( ) − Ψ( ,  ) are the modulus and the phase of instantaneous reflection factor presented to
the oscillator output; Γ0 is the emission damping factor in amplitude at its propagation to the object and back;  ( ,  ),
Ψ( ,  ) are the oscillation amplitude and phase from the system pre-history ( −  );  =   /  ,  
are efficiency and
the external Q-factor of the oscillating system;  ( ), Ψ( ) are the current amplitude and phase at t moment;  = 2 / ,
where l is a distance to the reflecting object, and c is the velocity of emission propagation.</p>
      <p>At FM of the oscillator by the variation of the vericap bias voltage, both frequency and the “patrasitic” amplitude
modulation (PAM) if emission occur:
where  
relatively; Δ 
oscillation modulation;  
= Δ  / 0 and  
= Δ</p>
      <p>/ 0 are coefficients of frequency (FM) and amplitude (AM) modulation,
, Δ 
are maximal deviations of amplitude and phase from theirк steady-state values  0 and  0 due to</p>
      <p>
        ( ) is the normalized modulating function. The quasi-periodic solution of the first
approximation [20] of equation system (
        <xref ref-type="bibr" rid="ref1">1</xref>
        ), (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) with account of (
        <xref ref-type="bibr" rid="ref3">3</xref>
        ), (
        <xref ref-type="bibr" rid="ref4">4</xref>
        ) for relative variations of the amplitude  ( ,  ) and
the absolute variations of autodyne oscillation frequency  ( ,  ) has a form:
 ( ,  ) = −  

( ) + Γ( ,  )
      </p>
      <p>
        [ ( ,  ) −  ]
 ( ,  ) =  0{1 −   
relatively.
where   ,   are coefficients of autodyne amplification and the frequency deviation, relatively; 
= 
( ),  =
( ) are angles of phase shift;  =  /  ,  =  / are coefficients of oscillator non-isodromity and non-isochronity,
To obtain expressions describing an autodyne response in general case of arbitrary ratio of delay time  of reflected
emission and the period   , we use the known approach to analysis of retarded systems, which was developed for the
case of signal description of usual autodynes (without FM) in [18]. Its essence consists in expansion of functions  ( ,  )
and Ψ( ,  ) of delayed impact in the Tailor series over small parameter – the delay time  with respect to the current time
 . St that, we assume an absence of functions (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ), (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ) breaks over all time interval of the autodyne response formation. In
addition, we here exclude from consideration the transients in the oscillator in reverse the zones of modulating function.
Then, taking above-mentioned into account, expressions for Γ( ,  ) and  ( ,  ) in (
        <xref ref-type="bibr" rid="ref5">5</xref>
        ), (
        <xref ref-type="bibr" rid="ref6">6</xref>
        ) as functions of normalized
(dimensionless) delay tine   =  0 /2 , take a view:
      </p>
      <p>
        Γ(  ,   ) = Γ0{1 + 2   }Γ  ∑
 =0(−1)   (  )
 ,   ) −  + Θ (  )]
(
        <xref ref-type="bibr" rid="ref1">1</xref>
        )
(
        <xref ref-type="bibr" rid="ref2">2</xref>
        )
(
        <xref ref-type="bibr" rid="ref3">3</xref>
        )
(
        <xref ref-type="bibr" rid="ref4">4</xref>
        )
(
        <xref ref-type="bibr" rid="ref5">5</xref>
        )
(
        <xref ref-type="bibr" rid="ref6">6</xref>
        )
(
        <xref ref-type="bibr" rid="ref7">7</xref>
        )
  (  ) = (2   )2 √4( +1)2+(2   )2
2( +1)∙(2 +1)!
      </p>
      <p>,
Θ (  ) = −
  
( +1)</p>
      <p>Then, we take into consideration some features of FM SRR functioning. At frequency control with the help of the
varicap, the PAM deep is usually small. In addition, we may neglect autodyne amplitude variations Γ0  : Γ0  ≪ 1.</p>
      <p>
        Therefore, in expression (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ), the second term in large parenthesis may be neglected. This approximation in
mathematical model of the autodyne system assumes the account of the phase delay only of the reflected emission. At
that, we note that known solutions [12] for autodyne response, which follow from (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ) – (
        <xref ref-type="bibr" rid="ref9">9</xref>
        ), are obtained in the first
approximation supposing
      </p>
      <p>= 0. The account of series terms of higher orders in these expressions allows, as shown
below, taking into consideration also the phase variation  (</p>
      <p>,   ) dynamics of reflected emission.</p>
      <p>In this connection, expressions for normalized (with respect to maximal values) variations of amplitude and frequency in
the form of autodyne amplitude (AAC)   (
 ,   ) and frequency (AFC)   (</p>
      <p>,   ) have a view:
 (  ,   ) = 2   +    
where   =  /  is the parameter of normalized (with respect to autodyne signal period) distance to the reflecting object;</p>
      <p>
        = Δ   is the parameter of “FM base”, which defines a number of signal periods keeping within a period of the
modulating function at fixed reflecting object; Δ 
= Δ 
/2 ;  
is the feedback parameter of the autodyne
system;   = Ω
 /2 is the normalized time of the modulating function; Ω
is the modulation frequency;   (  ),
Θ (  ) are amplitude values and phase shifts of series m-th terms (
= 0,1, …  ) in expressions (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ) and (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ):
  (
      </p>
      <p>,   ) =
  (
 ,   ) =
 (  ,  )</p>
      <p>Γ0 
 (  ,  )
Γ0 
= 
= −</p>
      <p>
        ,   ) −  ]
(  ).
(
        <xref ref-type="bibr" rid="ref9">9</xref>
        )
(
        <xref ref-type="bibr" rid="ref10">10</xref>
        )
(
        <xref ref-type="bibr" rid="ref11">11</xref>
        )
(12)
Solution of transcendent equation (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) under condition of its smoothness, when  
&lt; 1, we obtain by the method of
successive approximations. This solution in the form of autodyne phase characteristic (APA)  (
 ,   ) has a view:
 (  ,   ) =  (
 ,   )(0) −
      </p>
      <p>
        ∑ =0(−1)   (  )
[ (
 ,   )(
        <xref ref-type="bibr" rid="ref1">1</xref>
        ) + θ + Θ (  ) −

∑ =0(−1)   (  )
 ,   )(
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) + θ + Θ (  ) − ⋯ −
      </p>
      <p>∑ =0(−1)   (  )
[ (
 ,   )( ) + θ +
where the approximation order is denoted by indices in parenthesis near terms  (  ,   );  (
 ,   )(0,1,… ) = 2   +
Zero approximation, when we take into account in (12) the first term only  (
 ,   )0 of the sum, corresponds to the
linear phase characteristics, which is typical for the homodyne SRR. The next approximations insert nonlinearity in this
function, which is the attribute of the autodyne systems caused by autodyne frequency variations. Therefore, the main
attention in fulfilled research will be paid to revealing signal features of FM ASRR under conditions when the  
parameter is commensurable with the unity.</p>
      <p>
        Then, taking into consideration the movement of reflecting object in autodyne characteristics (
        <xref ref-type="bibr" rid="ref10">10</xref>
        ) – (12), in the first
term of the right-part of (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) and (12)  (
      </p>
      <p>,   )(0), we use substitution:   =  0 +   (  ). As a result, we obtain:
 (  )(0) = 2  0 + 2   
 (  ) +    
where  0 =  0 0/2 is the initial value of normalized distance;  
= (Ω /Ω
) is a parameter of “Doppler signal
base” showing how much periods of the Doppler signal is kept within the modulation period; Ω id the Doppler
frequency;  
= (Δ</p>
      <p>/ 0) is the relative value of frequency deviation under modulation;   (  ) is the alternate
component of the normalized distance caused by the reflecting object movement.</p>
      <p>
        Now, functions (
        <xref ref-type="bibr" rid="ref10">10</xref>
        ) – (12) with account of (13) depend on one variable   :  (
 ,   ) ≡  (
 ),   (
 ,   ) ≡   (  ),
and   (
 ,   ) ≡   (  ). At that, we may neglect the last term in (13) as 2    
≪ 1.
3
      </p>
    </sec>
    <sec id="sec-3">
      <title>Numerical Signal Analysis at FM On Saw-Tooth Non-Symmetric Law</title>
      <p>
        Signals of FM ASRR are usually registered in the power source circuit of the UHF oscillator (the auto-detection signal)
or by detection of oscillation amplitude variations. Both oscillation amplitude variations in the form of AAC   (  ) and
the current autodyne frequency variations in the form of AFC   (  ) make a contribution into these signal formation. For
clarification of autodyne signal formation features from the moving object, we perform calculations and an analysis of
FM ASRR signals for the non-symmetric saw-tooth law. Mathematical expression for this law takes a form:
(14)
(15)

The time diagrams of APC  (  ), their time-derivatives 
(curves 2) calculated according (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) – (12) with account of (13), (14) for  
= ±1 are presented in Figure 1 for the case
of arriving
a sign at  
(а–d) and departing (e–h) object for various normalized distance   to the reflecting object. In the vase of arriving object,
parameter in (13) will be negative, while at deprating one the sign will be positive. For these cases of
normalized distances presented in   , the signal spectrograms were calculated, which are presented in Figure 2. The ac
component of the normalized distance   (  ), caused by the reflecting object displacement, was included in calculation
according (13) by the function:
      </p>
      <p>(  ) = (1000/2 )sin(2   /1000)</p>
      <p>Diagrams presented in Figures 1 and 2 here and later, if there is no special dtupulation, are obtained at  = 1,  =
0.2,  
= 5,  
= 0;  
= 0.8,  =</p>
      <p>
        = 50. Hereinafter, we shall call the segments of normalized distance   , which
are multiplies to integers, as corresponding to the “operation zones” starting from the first where 0 ≤   ≤ 1. We note,
that numbers M of series terms in (
        <xref ref-type="bibr" rid="ref7">7</xref>
        ), (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) and approximation of k order in (12) taken in calculations provide convergence
of calculation results in the range of   ≤ 5 and
      </p>
      <p>≤ 0.98.</p>
      <p>From comparison of temporal and spectral diagrams (see Figures 1 and 2) we see that the sign changing of the radial
velocity causes the signal frequency variation only by the Doppler shift value. For the arriving object, the signal
frequency in this case decreases while for departing it increases.</p>
      <p>From the analysis of temporal and spectral diagrams in Figures 1,а,e and 2,, we see that results obtained for the case

 = 0 correspond to research results of FM ASRR signal investigation, which were resulted in publications [10, 12]. In
these publications, the autodyne response formation features were considered in first approximation only, when
inequality  ≪   is satisfied. At that, it was shown that the phase incursion  (  ) irregularity of the reflected wave is
caused by frequency variations   (  ).</p>
      <p>Anharmonic distortions of the signal characteristics manifesting in “wave slope” variations depend on the  
parameter value, the character (increase or decrease) of modulating function, and on the oscillator internal parameters.
The speed of phase incursion changing</p>
      <p>(  )/   , characterizing as the instantaneous frequency difference of radiate
and reflected oscillations, has, at that, the oscillating character with the peak formation of instantaneous frequency (see
Figures 1,a,e). The peak height increases with the growth of  
parameter, which, in turn, depends also on the oscillator
internal parameters and on the level of the reflected emission level. It is proved that average values of the instantaneous
frequency during modulation period are equal to signal frequency in homodyne FM ASRR under condition of inequality
&lt; 1 fulfillment.
c)
g)
d)
h)
a)
e)
a)
b)
f)
b)</p>
      <p>In the considered case (arbitrary ratio of  and   ), with the growth of normalized distance   , as it is seen from
curves in Figures 1,b–d and 1,f–h, the shape of the temporal APC  (  ) approaches to the linear function. At that, the
peak height of normalized derivative  (  )/   , the degree of anharmoniс distortions of AAC and AFC diagrams
essentially decreases. Especially, this tendency is clear in the first operation zone where 0 ≤   ≤ 1. Calculations of
characteristics for other values of normalized distance   show that in the case of   values, which are multiplies to the
integer number (  = 1,2, … ), AFC and AAC have practically sine view.</p>
      <p>From the spectrograms presented in Figure 2,c,d we can see that in the case considered, with the growth of
normalized distance   the higher harmonics level sharply decreases. The harmonic coefficient THD is the generalized
parameter, which characterizes the distortion degree of quasi-periodic oscillations. Calculation results of these
coefficients are presented in Figure 3 in the form of  (  ) for different values of   . We took into account in these
plots calculation the amplitudes of the first ten harmonic components of the Fourier series expansion.
(  ) versus normalized distance   calculated for  
and  
region of small values of the first operation zone. For  
= 0.8, the harmonic coefficient in this zone achieves
approximately 40%. With further transition to higher-order operation zones, as we mentioned above, signal distortions
significantly decrease achieving minimal values when normalized distance   is a multiple of the integer (
 = 1,2, … ).</p>
      <p>Returning to analysis of calculation results presented in Figure 2, it is necessary to note the presence of DC
components  0(  ) and  0(  ) in spectrograms in Figures 2,c,b,d. The presence of DС component  0(  ) in the
oscillator response on frequency variation   (  ) in definite operation zones indicate some offset of frequency average
value under the impact of reflected signal. These components deserve special attention while studying FM ASRR signals.
Their account may be necessary, for instance, at signal processing, during the analysis of system noise immunity etc.</p>
      <p>Calculation results of relative levels of DС components  0(  ) and  0(  ) depending on the normalized distance  
values at  
= 0.8 are presented in Figure 4 for autodyne responses   (
 ) and   (  ).</p>
      <p>From obtained curves in Figure 4, one can see that in the first operation zone of FM SRR for large values of
parameter   , when the</p>
      <p>~1, the DC level may have values, which are commensurable with amplitudes of the signal.</p>
      <p>Inside the higher-order zones, we can neglect by the DC component influence. We should also note that when the
inequality</p>
      <p>
        ≪ 1 is true, DC components in the FM ASRR output signals are practically eliminated.
(  ) = (
        <xref ref-type="bibr" rid="ref2">2</xref>
        ) arcsin 

(2   )
(16)
The time diagrams of formation of APC  (  ), its derivative 
(curves 2) are presented in Figure 5 for the case of arriving (а–d) and departing (e–h) object, calculated according to (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) –
(12) and (13), (16) at
      </p>
      <p>= ±1 for different normalized distance   to the reflecting object. The signal spectrograms
presented in Figure 6 were calculated for the same cases and normalized distances   .</p>
      <p>From comparison of temporal and spectral diagrams of Figures 5 and 6 it follows that when changing the radial
velocity sign the average value of signal frequency over modulation period does not change. In the case of arriving
object, the autodyne response frequency, on the ascending part of modulation characteristic, decreases by the Doppler
shift value while on the descending part – it increases by the same value. Motion direction change leads to changing of
described order to the reverse one.</p>
      <p>At that, we should note that the growth of signal frequency in one half-period and frequency reduction in the other
half-period in the case of the moving reflector and change of this order at changing of the motion direction (see Figure 5)
are in full correspondence with homodyne radar systems theory [9]. This phenomenon is widely used at SRR signal
processing and for range information extraction, the object velocity and its motion direction.</p>
      <p>Difference with the FM ASRR consists in presence of its anharmonic distortions under condition, when   ~1, and
arrival of the additional phase shift caused by dynamics of autodyne variations of oscillation frequency. At that, signal
spectrum “sprawling” (see Figure 6,a–d) takes place similar to the spectrum of frequency-shift keyed oscillation [21].
Here, higher harmonics and components of their combinative interaction are present as well as low-frequency
components on modulation frequency corresponding to the frequency shift from the moving reflecting object and DС
component.
Figure 5: Time diagrams of formation of APC  (  ) their derivatives  (  )/   , AAC   (  ) (curves 1) and AFC
  (  ) (curves 2), calculated for cases of the arriving (a–d) and departing (e–h) reflecting object at different normalized
distances:   = 0 ( ),   = 0.5 ( ),   = 1 ( ) and   = 1.5 ( )</p>
      <p>From spectrograms presented in Figure 6,b–d, we see that in the case under consideration, the level of higher
harmonic components essentially decreases at growth of the normalized distance   . THD calculation results versus
normalized distance   are presented in Figure 7 in the form of  (  ) for various values of   .</p>
      <p>From the obtained plots in Figure 7, one can see that the largest FM ASRR signal distortions for symmetrical law are
observed in the middle part of the first operation zone. For   = 0.8, the harmonic coefficient achieves here the value of
40%. With further transition to operation zones of higher order, as it was mentioned above, signal distortions essentially
decrease.</p>
      <p>Returning to spectrograms in Figure 6, it is necessary to note also the DC presence of  0(  ) and  0(  ). Calculation
results of relative levels of DC components  0(  ) and  0(  ) depending on normalized distance value   at   = 0.8
for autodyne responses   (  ) and   (  ) are presented in Figure 8. From comparison of obtained curves in Figures 4
and 8, it is seen that they practically coincide.</p>
      <p>Thus, peculiarities of FM ASRR signal formation for symmetric saw-tooth law are described in the general case of
arbitrary ration of the delay time  of the reflected emission and the signal period   .
5</p>
    </sec>
    <sec id="sec-4">
      <title>General Property of Signal Characteristic at FM with the Saw-Tooth Law</title>
      <p>
        To explain the character of obtained functions of normalized distance   we introduce concepts of the equivalent
feedback parameter Ceq of the autodyne system “FM ASRR – the reflecting object” and an angle of dynamic
displacement of the phase ΔδDD of the autodyne response: Ceq = CFBKDF and ΔδDD = δ(rn) − δ(rn = 0). Here KDF =
∑Mm=0(−1)mXm(rn) is the “dynamic factor” of feedback included into (
        <xref ref-type="bibr" rid="ref8">8</xref>
        ) and (12); δ(rn), δ(rn = 0) are phases of an
instantaneous reflection factor obtained for the current value of normalized distance rn and its zero value, relatively.
Calculation results of functions KDF(rn) and ΔδDD(rn) are presented in Figure 9, at that, for the function ΔδDD(rn), two
curves are determined: for non-isochronous (curve 1) and isochronous (curve 2) oscillators.
      </p>
      <p>From the curve KDF(rn) (see Figure 9,а) one can see that with growth of normalized distance rn in the first operation
zone where 0 &lt; rn &lt; 1, the KDF value and relatively the value of equivalent parameter Ceq decreases almost by the
order. Further, with growth of rn, the value of Ceq asymptotically damps with slight increase in the middle parts of higher
operation zones where rn &gt; 1.</p>
      <p>Dynamic phase variations ΔδDD of signal characteristics influencing on character of their distortions, which is well
seen from comparison of curves in Figures 1,а,b; 1,e,f; 5,а,b, and 5,e,f, are also small at rn increase in the first zone. At
rn = 1, there is the first minimum of this value, which is determined by the θ parameter characterizing the oscillator
non-isochronity (see Figure 9,b). With the further growth of rn, the asymptotic damping of “oscillations” in dynamic
phase variations ΔδDD is also observed.</p>
      <p>Results obtained here seem to be contradictory to usual insides [12] and have the entirely explainable physical sense.
To understand it, it is enough to turn to the simplified model of interaction process of the autodyne oscillator with the
proper reflected emission, which was considered in [22] by means of a stepping method using an example of radio-pulse,
autodyne. From this model, it follows that with shortening of the relative pulse duration (which is equivalent to growth of
normalized distance), a number of partial reflections decreases during radio pulse action. This leads to reduction of the
equivalent feedback parameter Ceq of autodyne system and, accordingly, to decrease of the signal distortion level. At
achievement of the normalized distance equaled to (rn = 1), when the reflected emission impact becomes one-partial,
the formation of practically sine autodyne variations of amplitude and frequency are provided.
6</p>
    </sec>
    <sec id="sec-5">
      <title>Results of Experimantal Investigations</title>
      <p>Experimental investigations of FM ASRR signal peculiarities were preformed with oscillating module on the 8mm-range
Gunn diode in the autodyne sensor structure developed for monitoring of the point crossing occupation on the hump yard
[4–6].</p>
      <p>Figure 10 shows the total view of the sensor and its main components. An antenna with an UHF module and the
printed board for probing signal formation, digital signal processing and coupling interface RS-485 are placed into
cylindrical encapsulated case from duralumin by 92mm-diameter and 170mm-length. The dielectric lens of the antenna is
simultaneously the forward wall of the case.</p>
      <p>a)
b)
c)</p>
      <p>The autodyne UHF module of the sensor is performed on the base of the Gunn diode АА727А and the varicap
3А637А-6 in the packaged fabrication. The output power is 25 mW, the central frequency is 36.5 GHz. The UHF module
provides in the linear FM mode the frequency deviation in the 500 MHz band. The FM law is symmetric or
nonsymmetric saw-tooth with modulation frequency of 10 kHz.</p>
      <p>The autodyne signal is extracted in the power source circuit of the Gunn diode with the help of the wideband current
transformer. After filtering and amplification, it passes to ADC of the digital signal processor (DSP) TMS320F2808 from
Texas Instruments in the processing unit. In this unit, functions of modulating voltage formation, digital signal processing
and the communication interface RS-485 with PC are realized with software.</p>
      <p>The computing kernel of DSP performs the digital signal processing (filtering and the Fourier analysis), which results
are transferred through the universal asynchronous transceiver to PC used as a mapping system of radar information.
When the reflecting object is situated in the ASRR antenna pattern, then at output of the one of spectrum analyzer’s
filters of DSP the signal will be present. Its amplitude characterizes the reflecting capability of the object under
investigation, while a filter number, in which the useful signal arrives, characterizes the distance from ASRR to the
object.</p>
      <p>To exclude from the received signal spectrum of components associated with PAM and reflections from the near
objects the information not interesting for us, before the Fourier transform in DSP we use signal pre-filtering. For this,
the algorithm of “moving average” is used to the initial signal, and this algorithm serves as the low-pass filter. After
extraction of low-frequency components by this filter, they are subtracted from the initial signal, and as a result, the
“dead zone” is formed near ASRR of one-meter-order distance. The high-frequency signal components remaining at the
filter output contain information about reflecting objects being in the required distance range.</p>
      <p>Figure 11 shows signal spectrograms obtained from the arriving (а), fixed (b) and departing (c) reflecting object if we
use in ASRR non-symmetric saw-tooth FM law. For mentioned cases Figure 12 presents the spectrograms for symmetric
FM law. The electrical-mechanical imitator of the Doppler signal [23] was used as the reflecting object.</p>
      <p>In the first group of experiments, the distance from ASRR to the imitator was 3 m (see left spectrograms in Figures 11
and 12), while in the second group – 75 м (see right spectrograms in Figures 11 and 12). In the first experiments, we
attach the horn antennas to the UHF module and the imitator with the pattern width 100×100 degrees for the -3dB-level
and with gain about 25 dB. In the second group we used double-mirror antennas with the elliptical small mirror with the
pattern width 1.4×1.4 degrees and with gain about 42 dB. Signal amplitude (Us) in both experiments were aligned with
the help of the variable attenuator inserting between the UHF module and the antenna. At that, the attenuator damping
was set in such a manner to provide   ≈ 0.8.</p>
      <p>Motion direction of the reflecting object was changed by switching of the rotation direction of electric motor, which
shaft is connected to the reflector in the Doppler signal imitator [23]. In the case of a fixed object, the power was
switched-off from the motor and reflector was stopped.</p>
      <p>The first experiment on the ratio of the delay time  of the reflected signal and the   period in both cases of used
modulation laws corresponds to the beginning of the first operation zone rn ≪ 1. In the second experiment for the
nonsymmetric FM law, the normalized distance is rn = 1.25, and rn = 2.5 for the symmetric law.</p>
      <p>At utilization of the saw-tooth non-symmetric FM law, the moving reflector causes the spectrum shift towards
frequency decrease when object arriving while frequency increase when departing from ASRR (see Figure 11). At
utilization of the saw-tooth symmetric FM law, the moving reflector causes spectrum “splitting” into two “side”
components, which are shifted from the average frequency value by Doppler shift (see Figure 12). These statements are
agreed with the general theory of FM ASRR operation [9].</p>
      <p>In the first experiment (see left diagrams in Figures 11, 12) the noticeable level of the second and third higher
harmonics are seen, which is typical for anharmonic distortions of the autodyne signal. In the second experiment (see
right diagrams) higher harmonic level is essentially lower than in the previous case. These results are new; they confirm
the above-mentioned conclusions of the theoretical examination.</p>
      <p>Thus, experimental data obtained confirm the adequacy of the above-developed mathematical model for analysis and
calculations of signal and spectral characteristics of FM ASRRs.
7</p>
    </sec>
    <sec id="sec-6">
      <title>Conclusions</title>
      <p>Accordingly, the peculiarities of ASRR signal formation for linear FM obtained from the moving reflecting object are
considered in this paper. The general case of arbitrary ratio of delay time of the reflected emission and the signal  
period is described.</p>
      <p>Fulfilled calculations and experimental investigations of FM ASRR show that the autodyne signal frequency both for
moving and fixed reflector correspond exactly to the transformed signal frequency which is obtained in the case of the
homodyne system [9, 12]. Nevertheless, the presence of autodyne signal distortions and spectrum enrichment under
conditions when the distance to the reflected object is small and when   &gt; 0 , the inequality  ≪   is satisfied and
require to take these into consideration in the devices of their processing.</p>
      <p>Research results obtained of the autodyne characteristics for the case, when the autodyne response period is
commensurable or even smaller than the delay time of the reflected emission, show that the distortion level of the
autodyne signals decreases with the reflected object distance growth at hypothetical keeping of the reflected wave
amplitude. From this, it follows that under condition when the feedback parameter value, which sometimes exceeds of its
boundary value, in higher operation zones of FM ASRR, the stable oscillator operation with formation of quasi-harmonic
signals can be ensured.</p>
      <p>Analysis results obtained in this paper develop and expand the known research results performed in [22, 24], in
account of oscillator FM as well as the results fulfilled in [10–12] in account of dynamics of reflected emission phase
variation in the autodyne model at wave propagation to the object and back. Regulations revealed of signal formation in
FM ASRR have the sufficiently general character and clear physical interpretation on the base of the stepping method
known from the theory of retarded systems. In this connection, the results obtained, as we think, can be also used at
calculation of autodyne system signals, which are made on the base of semiconductor laser modules [13–15].
Additional confirmation of developed model adequacy of FM ASRR signals is the successful functioning of some
systems created on the base of 8mm-range Gunn diodes [4–6].</p>
      <p>Acknowledgment
The present paper is prepared in accordance with an Agreement on scientific-technological cooperation between UrFU
and IRE NASU, as well as at financial support of Russian Federation Government, order № 211, contract № 02.
A03.21.0006.
12. S.D. Votoropin, V.Ya. Noskov and S.M. Smolskiy, “Sovremennyie gibridno-integralnyie avtodinnyie generatoryi
mikrovolnovogoi millimetrovogo diapazonov i ih primenenie. Chast 5. Issledovaniya avtodinov s chastotnoi
modulyaciei,” [Modern hybrid-integrated autodyne oscillators of microwave and millimeter ranges and their
application. Part 5. Investigations of frequency-modulated autodynes], Uspehi sovremennoy radioelektroniki
[Successes of modern electronic engineering], 2009, no. 3, pp. 3-50. (in Russian).
13. G. Giuliani, M. Norgia, S. Donati and T. Bosch, “Laser diode self-mixing technique for sensing applications
(Review article),” Journal of Optics A: Pure and Applied Optics, 2002, vol. 4, no. 6, pp. 283-294.
14. V.S. Sobolev and G.A. Kashcheeva, “Self-mixing frequency-modulated laser interferometry,” Optoelectronics,</p>
      <p>Instrumentation and Data Processing, 2008, vol. 44, no. 6, pp. 519-529. doi: 10.3103/S8756699008060058
15. D.A. Usanov, A.V. Skripal and E.I. Astakhov, “Determination of nanovibration amplitudes using
frequencymodulated semiconductor laser autodyne,” Quantum Electronics, 2014, vol. 44, no. 2, pp. 184-188. doi :
10.1070/QE2014v044n02ABEH015176
16. V.Ya. Noskov, A.S. Vasiliev, G.P. Ermak, K.A. Ignatkov and A.P. Chupahin, “Mathematical model of FM autodyne
radar,” Proc. The 9-th International Kharkov Symposium on Physics and Engineering of Microwaves, Millimeter
and Submillimeter Waves (MSMW'16). Kharkov, Ukraine, 2016, A-25, pp. 1-4. doi:
10.1109/MSMW.2016.7538000
17. K.A. Ignatkov and A.S. Vasiliev, “Signals of the autodyne FM radar for mm-wavelength range,” 26-th International
Crimean Conference “Microwave &amp; Telecommunication Technology” (CriMiCo’2016). Sevastopol, Russia, 2016,
vol. 10, pp. 2139-2145.
18. V.Ya. Noskov and K.A. Ignatkov, “Autodyne signals in case of random delay time of the reflected radiation,”
Telecommunication and Radio Engineering, 2013, vol. 72, no. 16, pp. 1521-1536. doi:
10.1615/TelecomRadEng.v72.i16.70
19. V.Ya. Noskov and G.P. Ermak, “Signal and fluctuation characteristics of autodyne vibration and displacement
meters,” Telecommunication and Radio Engineering, 2014, vol. 73, no. 19, pp. 1727-1743. doi:
10.1615/TelecomRadEng.v73.i19.30
20. V.Ya. Noskov and K.A. Ignatkov, “About applicability of quasi-static method of autodyne systems analysis,”
Radioelectronics and Communications Systems, 2014, vol. 57, no. 3, pp. 139-148. doi:
10.3103/S0735272714030054.
21. B.P. Lathi, “Communication systems,” John Wiley &amp; Sons, Inc, New York, 1968. 320 p.
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Radioelectronics and Communications Systems, 2013, vol. 56, no. 5, pp. 227-242. doi:
10.3103/S0735272713050026
23. V.Ya. Noskov, K.A. Ignatkov and S.M. Smolskiy, “Zavisimost avtodinnih harakteristik ot vnutrennih parametrov
SVCh generatorov,” [Autodyne Characteristic Dependence on the UHF Oscillator’s Inherent Parameters],
Radiotecnika, 2012, no. 6, pp. 24-42. (in Russian).
24. V.Ya. Noskov and K.A. Ignatkov, “Dynamic features of autodyne signals,” Russian Physics Journal, 2013, vol. 56,
no. 4, pp. 420-428. doi: 10.1007/s11182-013-0051-3</p>
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