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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0" article-type="research-article">
  <front>
    <journal-meta><journal-id journal-id-type="publisher">ARS</journal-id><journal-title-group>
    <journal-title>Advances in Radio Science</journal-title>
    <abbrev-journal-title abbrev-type="publisher">ARS</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Adv. Radio Sci.</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1684-9973</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/ars-23-71-2025</article-id><title-group><article-title>Application of two movable antennas in a compact radar test range for angular measurements</article-title><alt-title>Compact radar test range for angular measurements</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Tafertshofer</surname><given-names>Markus</given-names></name>
          <email>markus.tafertshofer@tum.de</email>
        <ext-link>https://orcid.org/0009-0000-5910-0274</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Arnold</surname><given-names>Oliver</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Hampp</surname><given-names>Kilian</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Biebl</surname><given-names>Erwin</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-4311-6527</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Professorship of Microwave Engineering, Technical University of Munich, Munich, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Markus Tafertshofer (markus.tafertshofer@tum.de)</corresp></author-notes><pub-date><day>1</day><month>September</month><year>2025</year></pub-date>
      
      <volume>23</volume>
      <fpage>71</fpage><lpage>78</lpage>
      <history>
        <date date-type="received"><day>16</day><month>December</month><year>2024</year></date>
           <date date-type="rev-recd"><day>31</day><month>May</month><year>2025</year></date>
           <date date-type="accepted"><day>16</day><month>June</month><year>2025</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2025 Markus Tafertshofer et al.</copyright-statement>
        <copyright-year>2025</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025.html">This article is available from https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025.html</self-uri><self-uri xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025.pdf">The full text article is available as a PDF file from https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d2e99">This work presents the application of two movable antennas in a compact radar test range for testing the angular resolution of radar systems in an automotive environment. The goal is to simulate two targets in the azimuth direction, which are measured by a radar placed in the quiet zone. At first, a mathematical approach to the problem is presented. Afterwards, a ray tracer in MATLAB is used for the setup simulation, and measurements are carried out to validate the calculation and simulation results. The effects occurring in the simulation and measurements are analyzed, and strategies to mitigate them are presented. Overall, the results look promising, and the system is suitable for testing the angular resolution of radar systems.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d2e111">Current research has a strong focus on the development of automotive driving (AD). Various systems, e.g., lidar, radar, ultrasonic, or optical systems, are used to obtain information on the current driving situation <xref ref-type="bibr" rid="bib1.bibx14" id="paren.1"/>. Each of these systems has to pass extensive testing before it can be implemented into an AD system. The application of radar is one of the prerequisites to autonomous driving <xref ref-type="bibr" rid="bib1.bibx3" id="paren.2"/>, as these sensors allow the estimation of position, velocity, and type of traffic members and obstacles. Nowadays, radar target simulators (RTSs) are used to test radar systems. Various RTSs have been reported. <xref ref-type="bibr" rid="bib1.bibx7" id="text.3"/> describe a simple system that receives the radar signal and allows an analog manipulation before the signal gets transmitted back to the radar. <xref ref-type="bibr" rid="bib1.bibx1" id="text.4"/> describe a system with movable antenna towers to include spatial testing of radar systems. Another system is reported in <xref ref-type="bibr" rid="bib1.bibx5" id="text.5"/>, where an antenna array is used to digitally alter the spatial target position by superimposing the signals sent from the RTS. An even larger array is proposed by <xref ref-type="bibr" rid="bib1.bibx4" id="text.6"/>. Further systems are developed by <xref ref-type="bibr" rid="bib1.bibx12" id="text.7"/>, <xref ref-type="bibr" rid="bib1.bibx10" id="text.8"/>, or <xref ref-type="bibr" rid="bib1.bibx6" id="text.9"/>, for example. However, with large aperture sizes for high-angular-resolution measurements, these systems have limitations when it comes to long-range radar testing. Large free-space ranges are necessary to achieve plane wave conditions over the aperture. Compact test ranges are an option to resolve this issue. To enable angular-resolution measurement in a compact test range, two RTS antennas can be applied in an offset to the reflector's focal point. Challenges and issues arising from this setup are addressed in this paper.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Compact test range and setup</title>
      <p id="d2e150">The following section gives an insight into the utilized system. The parameters of the compact test range reflector and the setup of the antennas and radars are described briefly. A schematic reflector setup is depicted in Fig. <xref ref-type="fig" rid="F1"/>. The setup is designed for a frequency of <inline-formula><mml:math id="M1" display="inline"><mml:mn mathvariant="normal">77</mml:mn></mml:math></inline-formula> GHz.</p>

      <fig id="F1"><label>Figure 1</label><caption><p id="d2e164">Schematic view of the reflector setup with antennas T1 and T2.</p></caption>
        <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f01.png"/>

      </fig>

<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Compact range</title>
      <p id="d2e180">Compact test ranges are used for collimating incoming plane waves to a focus point and vice versa to generate nearly plane waveforms in a short distance <xref ref-type="bibr" rid="bib1.bibx2" id="paren.10"/>. Therefore, these devices can be used to simulate far-field conditions at a relatively near distance. A device under test is placed in the quiet zone (QZ), where the phase and amplitude of the field are nearly constant, whereas the measurement device is placed in the focal point. For the angular testing of radar systems, multiple targets are necessary. As the radar is placed in the QZ for the quasi-plane wave, the targets have to be placed at the focal point. However, this is not directly possible, leading to an offset of the target antennas T1 and T2 as shown in Fig. <xref ref-type="fig" rid="F1"/>. Therefore, disturbing effects will occur. For example, as the plane wave criterion is only fulfilled when the target is in the focal point, phase and amplitude deviations of the field will increase with an increasing distance of T1 and T2 from the focal point. Furthermore, the signal still reaching the targets will become weaker as the reflector collimates the incoming waves from the QZ to the focal point. However, in the calculations, these effects are neglected in order to get a simple estimation. The utilized test setup is based on a paraboloid reflector with the equation

            <disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M2" display="block"><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msup><mml:mi>y</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mi>z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow><mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi>F</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          with <inline-formula><mml:math id="M3" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>, <inline-formula><mml:math id="M4" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula>, and <inline-formula><mml:math id="M5" display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> corresponding to Fig. <xref ref-type="fig" rid="F1"/> and <inline-formula><mml:math id="M6" display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.6</mml:mn></mml:mrow></mml:math></inline-formula> m being the focal length. It is an offset reflector with blended rolled edges <xref ref-type="bibr" rid="bib1.bibx8" id="paren.11"/> and an overall size of <inline-formula><mml:math id="M7" display="inline"><mml:mn mathvariant="normal">0.6</mml:mn></mml:math></inline-formula> m by <inline-formula><mml:math id="M8" display="inline"><mml:mn mathvariant="normal">0.6</mml:mn></mml:math></inline-formula> m. After calibration, the reflector yields an amplitude deviation of <inline-formula><mml:math id="M9" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.36</mml:mn></mml:mrow></mml:math></inline-formula> dB and a phase deviation of <inline-formula><mml:math id="M10" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">2.89</mml:mn></mml:mrow></mml:math></inline-formula>° over a circular QZ with a <inline-formula><mml:math id="M11" display="inline"><mml:mn mathvariant="normal">20</mml:mn></mml:math></inline-formula> cm diameter, tested by a <inline-formula><mml:math id="M12" display="inline"><mml:mn mathvariant="normal">60</mml:mn></mml:math></inline-formula> mm radius sphere. These parameters fulfill the requirements from <xref ref-type="bibr" rid="bib1.bibx11" id="text.12"/> of <inline-formula><mml:math id="M13" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula>° phase and <inline-formula><mml:math id="M14" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn></mml:mrow></mml:math></inline-formula> dB amplitude deviation over the QZ.</p>
</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>Target antennas</title>
      <p id="d2e341">Two short-circuited standard <inline-formula><mml:math id="M15" display="inline"><mml:mn mathvariant="normal">10</mml:mn></mml:math></inline-formula> dBi rectangular horn antennas are used as targets. Both antennas are mounted on a movable cart controlled by a computer. The maximum distance between the antennas is <inline-formula><mml:math id="M16" display="inline"><mml:mn mathvariant="normal">30</mml:mn></mml:math></inline-formula> cm. The antennas are pointed towards the reflector and have an elevation angle of <inline-formula><mml:math id="M17" display="inline"><mml:mn mathvariant="normal">46.3</mml:mn></mml:math></inline-formula>° and are positioned on a straight line through the focal point as depicted in Fig. <xref ref-type="fig" rid="F1"/>.</p>
</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>Radar positioning</title>
      <p id="d2e375">The radar used in the test cases is a Radarbook2 from INRAS and is depicted in Fig. <xref ref-type="fig" rid="F2"/>. It is an FMCW radar system at <inline-formula><mml:math id="M18" display="inline"><mml:mn mathvariant="normal">77</mml:mn></mml:math></inline-formula> GHz and consists of 2 TX and 16 RX antennas arranged in a linear array, resulting in 32 virtual antennas. To evaluate the target parameters, a fast Fourier transform (FFT) over the chirps and the antenna array is performed. A simple estimation for the angular resolution of such a radar system can be found in <xref ref-type="bibr" rid="bib1.bibx3" id="text.13"/> and is <inline-formula><mml:math id="M19" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mo>/</mml:mo><mml:mi>N</mml:mi></mml:mrow></mml:math></inline-formula>  in radians, leading to <inline-formula><mml:math id="M20" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">3.7</mml:mn></mml:mrow></mml:math></inline-formula>°. The radar is positioned in three different setups in the QZ. Firstly, the TX antennas are centered in the QZ, secondly, the RX antennas are centered in the QZ, and thirdly, the radar itself can be centered in the QZ. Other positions are also possible, of course.</p>

      <fig id="F2"><label>Figure 2</label><caption><p id="d2e424">Image of the Radarbook2 with 2 TX (left) and 16 RX (right) antennas.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f02.jpg"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Calculation</title>
      <p id="d2e442">The following section provides an analysis of the system and the expected angle in dependence of the target positions. The 2-dimensional setup, depicted in Fig. <xref ref-type="fig" rid="F3"/>, is used for the calculation. Thereby, the reflector can be modeled by <xref ref-type="bibr" rid="bib1.bibx13" id="paren.14"/>

          <disp-formula id="Ch1.E2" content-type="numbered"><label>2</label><mml:math id="M21" display="block"><mml:mrow><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow><mml:mrow><mml:mn mathvariant="normal">4</mml:mn><mml:mi>F</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        with <inline-formula><mml:math id="M22" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.3</mml:mn><mml:mo>≤</mml:mo><mml:mi>x</mml:mi><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">0.3</mml:mn></mml:mrow></mml:math></inline-formula> and the focal distance <inline-formula><mml:math id="M23" display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.6</mml:mn></mml:mrow></mml:math></inline-formula>, as mentioned before. For simplification, the vertical TX vector is used to calculate the incoming angle at the QZ. The gradient of the reflector is calculated by taking the derivative of Eq. (<xref ref-type="disp-formula" rid="Ch1.E2"/>), which leads to

          <disp-formula id="Ch1.E3" content-type="numbered"><label>3</label><mml:math id="M24" display="block"><mml:mrow><mml:msup><mml:mi>f</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>x</mml:mi><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi>F</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        Applying the simplification that the TX ray used for calculation is vertical, the incidence angle <inline-formula><mml:math id="M25" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mi mathvariant="normal">i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> at the reflector can be computed with

          <disp-formula id="Ch1.E4" content-type="numbered"><label>4</label><mml:math id="M26" display="block"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mi mathvariant="normal">i</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>arctan⁡</mml:mi><mml:mfenced open="(" close=")"><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi>F</mml:mi></mml:mrow><mml:mi>x</mml:mi></mml:mfrac></mml:mstyle></mml:mfenced><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        With the law of reflection and the <inline-formula><mml:math id="M27" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> position <inline-formula><mml:math id="M28" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:math></inline-formula> of the corresponding antennas T1 and T2, the incoming angle <inline-formula><mml:math id="M29" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula> can be calculated to

          <disp-formula id="Ch1.E5" content-type="numbered"><label>5</label><mml:math id="M30" display="block"><mml:mrow><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>=</mml:mo><mml:msup><mml:mn mathvariant="normal">180</mml:mn><mml:mo>∘</mml:mo></mml:msup><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mi>arctan⁡</mml:mi><mml:mfenced close=")" open="("><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac></mml:mstyle></mml:mfenced><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        The <inline-formula><mml:math id="M31" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> position of the antennas for a certain angle is then determined by

          <disp-formula id="Ch1.E6" content-type="numbered"><label>6</label><mml:math id="M32" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi>F</mml:mi></mml:mrow><mml:mrow><mml:mi>tan⁡</mml:mi><mml:mfenced open="(" close=")"><mml:mrow><mml:msup><mml:mn mathvariant="normal">90</mml:mn><mml:mo>∘</mml:mo></mml:msup><mml:mo>-</mml:mo><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>/</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:mfenced></mml:mrow></mml:mfrac></mml:mstyle><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        It has to be noted that the physical position of the targets is not equal to the virtual position measured. The virtual position can be estimated by

          <disp-formula id="Ch1.E7" content-type="numbered"><label>7</label><mml:math id="M33" display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi>x</mml:mi><mml:mi mathvariant="normal">virtual</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi>r</mml:mi><mml:mi>tan⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        with <inline-formula><mml:math id="M34" display="inline"><mml:mi>r</mml:mi></mml:math></inline-formula> being the distance from the radar to the reflector plus the focal distance.</p>

      <fig id="F3"><label>Figure 3</label><caption><p id="d2e731">Top-down view of the setup with the antennas T1 and T2 and the radar setup centered relative in the QZ <xref ref-type="bibr" rid="bib1.bibx13" id="paren.15"/>.</p></caption>
        <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f03.png"/>

      </fig>

</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Results</title>
      <p id="d2e751">This section presents the results obtained by the simulation and measurement. Furthermore, the results are compared, and the occurring effects are mentioned.</p>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Simulation</title>
      <p id="d2e761">A ray-tracing simulation is performed to verify the calculation as shown in <xref ref-type="bibr" rid="bib1.bibx13" id="text.16"/>. The radar system is replicated in the simulation to generate results comparable to those of the measurement. Windowing of the received signals was neglected at the cost of sidelobes in the FFT, as it would reduce the angular resolution.</p>
      <p id="d2e767">As the most intuitive positioning of the radar is centered in the QZ, this setup will be analyzed here. Additionally, some effects occurring at the other mentioned positions will be scrutinized. The simulation is done for various angles between <inline-formula><mml:math id="M35" display="inline"><mml:mn mathvariant="normal">1</mml:mn></mml:math></inline-formula>  and <inline-formula><mml:math id="M36" display="inline"><mml:mn mathvariant="normal">7</mml:mn></mml:math></inline-formula>°. Some results are presented in Fig. <xref ref-type="fig" rid="F4"/>, where the white lines provide the theoretical angle obtained by calculations. As can be seen in Fig. <xref ref-type="fig" rid="F4"/>a and b, only one target appears for angle differences smaller than the angular resolution of the radar system of <inline-formula><mml:math id="M37" display="inline"><mml:mn mathvariant="normal">3.7</mml:mn></mml:math></inline-formula>°. Finally, in Fig. <xref ref-type="fig" rid="F4"/>c and d, the targets can be separated, and the simulation is a good match to the calculation. The simulation results for the RX and TX-centered setups are similar, as already shown by <xref ref-type="bibr" rid="bib1.bibx13" id="text.17"/>.</p>

      <fig id="F4" specific-use="star"><label>Figure 4</label><caption><p id="d2e803">Simulation results of targets at <bold>(a)</bold> <inline-formula><mml:math id="M38" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>°, <bold>(b)</bold> <inline-formula><mml:math id="M39" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn></mml:mrow></mml:math></inline-formula>°, <bold>(c)</bold> <inline-formula><mml:math id="M40" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">2.5</mml:mn></mml:mrow></mml:math></inline-formula>°, and <bold>(d)</bold> <inline-formula><mml:math id="M41" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">5.5</mml:mn></mml:mrow></mml:math></inline-formula>° with radar centered in QZ. The white lines indicate the theoretical angle obtained by calculations.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f04.png"/>

        </fig>

      <fig id="F5"><label>Figure 5</label><caption><p id="d2e868">Simulation results of targets at <inline-formula><mml:math id="M42" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn></mml:mrow></mml:math></inline-formula>° with RX antennas centered in QZ. The white lines indicate the theoretical angle obtained by calculations. The targets appear at <inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2.36</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M44" display="inline"><mml:mn mathvariant="normal">2.58</mml:mn></mml:math></inline-formula>°.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f05.png"/>

        </fig>

      <p id="d2e904">It has to be mentioned that for simulated angles smaller but close to the radars' angular resolution, there is a possible setup where two targets are visible. This effect is shown in Fig. <xref ref-type="fig" rid="F5"/>, where the simulation results for targets at <inline-formula><mml:math id="M45" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn></mml:mrow></mml:math></inline-formula>° are depicted with the RX antennas centered in the QZ. As the angular resolution of the radar is smaller than the angular distance of the targets, only one target is expected to be visible. Nevertheless, two targets appear at the angles <inline-formula><mml:math id="M46" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2.36</mml:mn></mml:mrow></mml:math></inline-formula>  and <inline-formula><mml:math id="M47" display="inline"><mml:mn mathvariant="normal">2.58</mml:mn></mml:math></inline-formula>°. This is an effect of the interference generated by the two targets and is analyzed further in Sect. <xref ref-type="sec" rid="Ch1.S5.SS4"/>.</p>
</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Measurement</title>
      <p id="d2e946">The measurement setup is depicted in Fig. <xref ref-type="fig" rid="F6"/>. Additional absorbers are added while measuring to reduce unwanted reflections. Both radar and antennas are movable along linear axes. As the E-band flange of standard waveguide antennas is too large to allow small angles, the antennas are modified and have a <inline-formula><mml:math id="M48" display="inline"><mml:mn mathvariant="normal">90</mml:mn></mml:math></inline-formula>° waveguide bend before the flange. Comparing the measurements in Fig. <xref ref-type="fig" rid="F7"/> to the simulation results in Fig. <xref ref-type="fig" rid="F4"/>, it is notable that they are very similar. Even the ghost target in Fig. <xref ref-type="fig" rid="F7"/>d is observable. The target separation is slightly better in Fig. <xref ref-type="fig" rid="F7"/>c than in the simulation. Similar to the simulation, when the angle is lower than the resolution ability of the radar, two targets instead of one appear for the RX antennas  centered case, as depicted in Fig. <xref ref-type="fig" rid="F8"/> for targets at <inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>°. In this case, the appearing targets have angles of <inline-formula><mml:math id="M50" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2.92</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M51" display="inline"><mml:mn mathvariant="normal">2.47</mml:mn></mml:math></inline-formula>°.</p>

      <fig id="F6"><label>Figure 6</label><caption><p id="d2e998">Measurement setup. Box (1) depicts the movable antennas, and box (2) is the radar. Additional absorbers are placed around the antennas and the radar for the measurements to reduce unwanted reflections.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f06.jpg"/>

        </fig>

      <fig id="F7" specific-use="star"><label>Figure 7</label><caption><p id="d2e1009">Measurement results of targets at <bold>(a)</bold> <inline-formula><mml:math id="M52" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>°, <bold>(b)</bold> <inline-formula><mml:math id="M53" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn></mml:mrow></mml:math></inline-formula>°, <bold>(c)</bold> <inline-formula><mml:math id="M54" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">2.5</mml:mn></mml:mrow></mml:math></inline-formula>°, and <bold>(d)</bold> <inline-formula><mml:math id="M55" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">5.5</mml:mn></mml:mrow></mml:math></inline-formula>° with radar centered in QZ. The white lines indicate the theoretical angle obtained by calculations.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f07.png"/>

        </fig>

      <fig id="F8"><label>Figure 8</label><caption><p id="d2e1074">Measurement results of targets at <inline-formula><mml:math id="M56" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>° with RX antennas centered in QZ. The white lines indicate the theoretical angle obtained by calculations. The targets appear at <inline-formula><mml:math id="M57" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2.92</mml:mn></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M58" display="inline"><mml:mn mathvariant="normal">2.47</mml:mn></mml:math></inline-formula>°.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f08.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S5">
  <label>5</label><title>Analysis</title>
      <p id="d2e1120">As the results show, the generation of multiple targets in a compact radar test range works well, with some occurring effects. This section provides the reason for these deviations after a short comparison between the calculation, simulation, and measurement results.</p>
<sec id="Ch1.S5.SS1">
  <label>5.1</label><title>Comparison</title>
      <p id="d2e1130">Table <xref ref-type="table" rid="T1"/> shows the results for the radar-centered setup. As can be seen, the calculation and simulation match with small deviations very well. The simulation and measurement at <inline-formula><mml:math id="M59" display="inline"><mml:mn mathvariant="normal">1</mml:mn></mml:math></inline-formula> and <inline-formula><mml:math id="M60" display="inline"><mml:mn mathvariant="normal">1.5</mml:mn></mml:math></inline-formula>° should yield results at <inline-formula><mml:math id="M61" display="inline"><mml:mn mathvariant="normal">0</mml:mn></mml:math></inline-formula>° but show some offset. As the values are equal for both cases, this may be caused by the accuracy of the angular FFT. The measurements where two targets appear also show some deviations and are shifted slightly to lower angles. Applying a window function in the signal processing will compensate for this shifting effect, as depicted in Fig. <xref ref-type="fig" rid="F9"/> for an angle of <inline-formula><mml:math id="M62" display="inline"><mml:mn mathvariant="normal">5.5</mml:mn></mml:math></inline-formula>°. However, only the simulated results get compensated for completely, whereas the measurement is still shifted to lower angles after windowing, which implies that the positioning and alignment of the radar and antennas to the compact test range can be improved. As the windowing decreases the angular resolution of the radar, it was not applied to the measurements and simulations in this work.</p>

<table-wrap id="T1"><label>Table 1</label><caption><p id="d2e1169">Comparison of the results for the radar-centered setup.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2">Calculation</oasis:entry>
         <oasis:entry colname="col3">Simulation</oasis:entry>
         <oasis:entry colname="col4">Measurement</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M63" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mrow><mml:mi mathvariant="normal">T</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M64" display="inline"><mml:mn mathvariant="normal">1.00</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M65" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M66" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.67</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M67" display="inline"><mml:mn mathvariant="normal">1.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M68" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M69" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1.12</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M70" display="inline"><mml:mn mathvariant="normal">2.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M71" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2.36</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M72" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3.37</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M73" display="inline"><mml:mn mathvariant="normal">5.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">5.05</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M75" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">5.44</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M76" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">θ</mml:mi><mml:mrow><mml:mi mathvariant="normal">T</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M77" display="inline"><mml:mn mathvariant="normal">1.00</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M78" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M79" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">0.67</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M80" display="inline"><mml:mn mathvariant="normal">1.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M81" display="inline"><mml:mn mathvariant="normal">0.11</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M82" display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1.12</mml:mn></mml:mrow></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M83" display="inline"><mml:mn mathvariant="normal">2.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M84" display="inline"><mml:mn mathvariant="normal">2.58</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M85" display="inline"><mml:mn mathvariant="normal">2.47</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M86" display="inline"><mml:mn mathvariant="normal">5.50</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M87" display="inline"><mml:mn mathvariant="normal">5.28</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M88" display="inline"><mml:mn mathvariant="normal">4.72</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"><inline-formula><mml:math id="M89" display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M90" display="inline"><mml:mn mathvariant="normal">2.0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M91" display="inline"><mml:mn mathvariant="normal">0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M92" display="inline"><mml:mn mathvariant="normal">0</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M93" display="inline"><mml:mn mathvariant="normal">3.0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M94" display="inline"><mml:mn mathvariant="normal">0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M95" display="inline"><mml:mn mathvariant="normal">0</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M96" display="inline"><mml:mn mathvariant="normal">5.0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M97" display="inline"><mml:mn mathvariant="normal">4.94</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M98" display="inline"><mml:mn mathvariant="normal">5.84</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M99" display="inline"><mml:mn mathvariant="normal">11.0</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M100" display="inline"><mml:mn mathvariant="normal">10.33</mml:mn></mml:math></inline-formula>°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M101" display="inline"><mml:mn mathvariant="normal">10.16</mml:mn></mml:math></inline-formula>°</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <fig id="F9"><label>Figure 9</label><caption><p id="d2e1653">Simulation results for a target at <inline-formula><mml:math id="M102" display="inline"><mml:mn mathvariant="normal">5.5</mml:mn></mml:math></inline-formula>° without and with the application of a Chebyshev window with a sidelobe attenuation of <inline-formula><mml:math id="M103" display="inline"><mml:mn mathvariant="normal">40</mml:mn></mml:math></inline-formula> dB. The black lines indicate the calculated angle.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f09.png"/>

        </fig>

</sec>
<sec id="Ch1.S5.SS2">
  <label>5.2</label><title>Ghost target at 0°</title>
      <p id="d2e1685">The ghost target appearing in the simulations and measurements for large angles is analyzed here. Overall, the ghost targets occur due to the sidelobes of the FFT. Additionally, simulations and measurements show that the magnitude of this target is also influenced by the radar position. Presumably, there are positions where the signal strength at the antennas is influenced in a manner that antennas towards the edges have a lower weighting in the FFT. However, it is not convenient to search for a radar position where these ghost targets do not appear. Therefore, applying a window function to the results is an option to reduce this effect at the cost of lower angular resolution. Fortunately, the ghost targets only appear at angle differences that are at least twice as high as the angular resolution, which enables the application of a windowing function.</p>
</sec>
<sec id="Ch1.S5.SS3">
  <label>5.3</label><title>Phase error from compact range setup</title>
      <p id="d2e1696">Two main problems occur regarding the phase of the transmitted signal. First of all, a phase error will be introduced due to the offset of the targets to the focal point of the mirror compared to an ideal compact test range. Secondly, the physical position of the targets is not the same as their virtual position. Comparing a free-range test setup and a compact test range setup with identical target angles, the phase difference between the signals of all transmit antennas at a target should be equal to achieve identical results. This effect is simulated and depicted in Fig. <xref ref-type="fig" rid="F10"/>. It is clearly visible that there is a deviation between the case with a reflector and without a reflector. However, compensating for this effect in the simulations has no influence on the results. Furthermore, the MIMO array has one redundant antenna element, which can be used to mitigate the phase errors occurring due to this reflection.</p>

      <fig id="F10"><label>Figure 10</label><caption><p id="d2e1703">Simulation of the phase difference for the TX signals of antenna TX1 and TX2 at the targets T1 and T2, respectively.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f10.png"/>

        </fig>

</sec>
<sec id="Ch1.S5.SS4">
  <label>5.4</label><title>Target splitting at small angles</title>
      <p id="d2e1721">The target splitting at small angles, as depicted in Figs. <xref ref-type="fig" rid="F5"/> and <xref ref-type="fig" rid="F8"/>, is an effect of the interference pattern generated by the two targets. The pattern over the QZ and the part received by the radar is depicted in Fig. <xref ref-type="fig" rid="F11"/>. As can be seen, the radar receives an interference pattern with two nearly identical local maximum values, which are not equal to the absolute interference maxima. However, when the maximum values of the measured pattern are used for computing the distance between the sources <xref ref-type="bibr" rid="bib1.bibx9" id="paren.18"/>, the resulting angle is slightly higher than the actual angle, which results in the wrong radar images. Fortunately, this error can easily be mitigated by windowing. Another option is to move the radar slightly along the <inline-formula><mml:math id="M104" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> axis to introduce a higher difference between the local maximum values.</p>

      <fig id="F11"><label>Figure 11</label><caption><p id="d2e1742">Simulation of the interference pattern generated by the targets in the QZ for targets at <inline-formula><mml:math id="M105" display="inline"><mml:mrow><mml:mo>±</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn></mml:mrow></mml:math></inline-formula>°. The orange part is measured by the radar at an RX-centered position.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f11.png"/>

        </fig>

</sec>
<sec id="Ch1.S5.SS5">
  <label>5.5</label><title>Incoming angle variation</title>
      <p id="d2e1769">Due to the offset of the targets to the focal point of the reflector, the incoming angle varies over the QZ. The simulation results for the antenna T1 are depicted in Fig. <xref ref-type="fig" rid="F12"/>. For simplification, only the furthest left and right rays are depicted. For reference, the vertical ray is utilized. As shown in Fig. <xref ref-type="fig" rid="F12"/>a, the angle variation over the radar aperture is below <inline-formula><mml:math id="M106" display="inline"><mml:mn mathvariant="normal">0.04</mml:mn></mml:math></inline-formula>° for all measured angles. When the aperture is increased to the size of the QZ or twice the size of the QZ as depicted in Fig. <xref ref-type="fig" rid="F12"/>b and c, respectively, the maximum angle deviation increases as expected. As the simulation borders are fixed and the antennas move to the borders, the deviation of one of the rays declines with increasing angle until the position is equal to the simulation border. Due to this angle variation, some errors in the absolute angle measurement appear. This error can not be compensated for in this test setup, as it results from the geometrical conditions. However, for angles below <inline-formula><mml:math id="M107" display="inline"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi mathvariant="normal">°</mml:mi></mml:mrow></mml:math></inline-formula>, the deviation is below <inline-formula><mml:math id="M108" display="inline"><mml:mrow><mml:mn mathvariant="normal">2.5</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="italic">%</mml:mi></mml:mrow></mml:math></inline-formula>, which does not strongly affect the results.</p>

      <fig id="F12"><label>Figure 12</label><caption><p id="d2e1809">Simulation of the angle difference between the calculated angle and the leftmost (negative <inline-formula><mml:math id="M109" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>) and rightmost (positive <inline-formula><mml:math id="M110" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>) ray, respectively. Over the radar aperture <bold>(a)</bold>, the QZ <bold>(b)</bold>, and 2 times the QZ <bold>(c)</bold>.</p></caption>
          <graphic xlink:href="https://ars.copernicus.org/articles/23/71/2025/ars-23-71-2025-f12.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S6" sec-type="conclusions">
  <label>6</label><title>Conclusions</title>
      <p id="d2e1850">An approach to simulate two targets for angular testing in a compact range is presented. The promising results show that the system is suited for such a scenario, but some accompanying effects must be considered. First of all, depending on the radar signal processing and position, there is the possibility that ghost targets appear between the actual targets. Furthermore, a splitting of targets that are too near to each other to be resolved by the radar may occur. These two effects can be handled by applying a window function on the antenna array. A target shifting to smaller angles is present but can be removed if the measurement range is calibrated with a well-known radar system. The difference between physical and theoretical positions can be used to compensate for the effect if the target antennas can be moved independently. The error introduced by the offset of the target antennas to the focal point is very small for angles below <inline-formula><mml:math id="M111" display="inline"><mml:mn mathvariant="normal">2</mml:mn></mml:math></inline-formula>° over the QZ but can get significant for higher angles. Therefore, the measurement will have increasing inaccuracies at higher angles. However, it can be said that most of the effects discussed here can be mitigated by simple calibration routines and signal processing.</p>
      <p id="d2e1860">Some additional work has to be done. As the setup was only tested with a linear antenna array, and the measurements show some effects generated by moving the radar to other positions, the behavior with other MIMO radar systems has to be analyzed to prove that the system generally works. Additionally, instead of targets simulated by short-circuited antennas, real radar target simulators can be used in this test environment to enable testing of the distance, velocity, and radar cross-section.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <p id="d2e1867">Data used in this paper are available upon request from Markus Tafertshofer (markus.tafertshofer@tum.de).</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d2e1873">MT developed all concepts based on the initial idea of EB and did simulations, measurements, and the evaluation of the results. OA developed the basis of the ray-tracing algorithm and helped with signal processing. KH built the antenna mounting and performed the initial measurements. MT prepared the manuscript with feedback from OA, KH, and EB.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d2e1879">The contact author has declared that none of the authors has any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d2e1886">Publisher’s note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors.</p>
  </notes><notes notes-type="sistatement"><title>Special issue statement</title>

      <p id="d2e1892">This article is part of the special issue “Kleinheubacher Berichte 2024”. It is a result of the Kleinheubacher Tagung 2024, Miltenberg, Germany, 24–26 September 2024.</p>
  </notes><ack><title>Acknowledgements</title><p id="d2e1898">Preliminary results have been published as a conference contribution <xref ref-type="bibr" rid="bib1.bibx13" id="paren.19"/>.</p></ack><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d2e1907">This paper was edited by Madhu Chandra and reviewed by Madhu Chandra and one anonymous referee.</p>
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