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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ANGEO</journal-id>
<journal-title-group>
<journal-title>Annales Geophysicae</journal-title>
<abbrev-journal-title abbrev-type="publisher">ANGEO</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Ann. Geophys.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1432-0576</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/angeo-26-2291-2008</article-id>
<title-group>
<article-title>Fast comparison of IS radar code sequences for lag profile inversion</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lehtinen</surname>
<given-names>M. S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Virtanen</surname>
<given-names>I. I.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vierinen</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Sodankylä Geophysical Observatory, 99600, Sodankylä, Finland</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Physical Sciences, University of Oulu, P.O. Box 3000, 90014, Finland</addr-line>
</aff>
<pub-date pub-type="epub">
<day>05</day>
<month>08</month>
<year>2008</year>
</pub-date>
<volume>26</volume>
<issue>8</issue>
<fpage>2291</fpage>
<lpage>2301</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2008 M. S. Lehtinen et al.</copyright-statement>
<copyright-year>2008</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://angeo.copernicus.org/articles/26/2291/2008/angeo-26-2291-2008.html">This article is available from https://angeo.copernicus.org/articles/26/2291/2008/angeo-26-2291-2008.html</self-uri>
<self-uri xlink:href="https://angeo.copernicus.org/articles/26/2291/2008/angeo-26-2291-2008.pdf">The full text article is available as a PDF file from https://angeo.copernicus.org/articles/26/2291/2008/angeo-26-2291-2008.pdf</self-uri>
<abstract>
<p>A fast method for theoretically comparing the posteriori variances produced
by different phase code sequences in incoherent scatter radar (ISR)
experiments is introduced. Alternating codes of types 1 and 2 are known to be
optimal for selected range resolutions, but the code sets are inconveniently
long for many purposes like ground clutter estimation and in cases where
coherent echoes from lower ionospheric layers are to be analyzed in addition
to standard F-layer spectra.

&lt;br&gt;&lt;br&gt;

The method is used in practice for searching binary code quads that have
estimation accuracy almost equal to that of much longer alternating code
sets. Though the code sequences can consist of as few as four different
transmission envelopes, the lag profile estimation variances are near to the
theoretical minimum. Thus the short code sequence is equally good as a full
cycle of alternating codes with the same pulse length and bit length. The
short code groups cannot be directly decoded, but the decoding is done in
connection with more computationally expensive lag profile inversion in data
analysis.

&lt;br&gt;&lt;br&gt;

The actual code searches as well as the analysis and real data results from
the found short code searches are explained in other papers sent to the same
issue of this journal. We also discuss interesting subtle differences found
between the different alternating codes by this method. We assume that
thermal noise dominates the incoherent scatter signal.</p>
</abstract>
<counts><page-count count="11"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple"> Damtie, B., Nygrén, T., Lehtinen, M S., and Huuskonen, A.: High resolution observations of sporadic-E layers within the polar cap ionosphere using a new incoherent scatter radar experiment, Ann. Geophys., 20, 1429–1438, 2002. </mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple"> Kero, A., Vierinen, J., Enell, C.-F., Virtanen, I., and Turunen, E.: New incoherent scatter diagnostic methods for the heated D-region ionosphere, Ann. Geophys., in press, 2008. </mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple"> Lehtinen, M., Damtie, B., and Nygrén, T.: Optimal binary phase codes and sidelobe-free decoding filters with application to incoherent scatter radar, Ann. Geophys., 22, 1623–1632, 2004. </mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple"> Lehtinen, M S.: Statistical theory of incoherent scatter radar measurements, Ph.D. thesis, University of Helsinki, 1986. </mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple"> Lehtinen, M S. and Häggstrom, I.: A new modulation principle for incoherent scatter measurements, Radio Sci., 22, 625–634, 1987. </mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple"> Lehtinen, M S. and Huuskonen, A.: General incoherent scatter analysis and GUISDAP, J. Atmos. Terr. Phys., 58, 435–452, 1996. </mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple"> Markkanen, M., Vierinen, J., and Markkanen, J.: Polyphase alternating codes, Ann. Geophys., 26, 2237–2243, 2008. </mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple"> Sulzer, M P.: A new type of alternating code for incoherent scatter measurements, Radio Sci., 28, 995–1002, 1993. </mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple"> Vierinen, J., Lehtinen, M., Orispää, M., and Virtanen, I.: Transmission code optimization method for incoherent scatter radar, Ann. Geophys., accepted, 2008a. </mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple"> Vierinen, J., Lehtinen, M., and Virtanen, I.: Amplitude domain analysis of strong range and Doppler spread radar echos, Ann. Geophys., in press, 2008b. </mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple"> Virtanen, I I., Lehtinen, M S., Nygrén, T., Orispää, M., and Vierinen, J.: Lag profile inversion method for EISCAT data analysis, Ann. Geophys., 26, 571–581, 2007. </mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple"> Virtanen, I., Lehtinen, M., and Vierinen, J.: Towards multi-purpose IS radar experiments, Ann. Geophys., 26, 2281–2289, 2008. </mixed-citation>
</ref>
</ref-list>
</back>
</article>