<div dir="ltr">Wow that is a nice little expensive chip. It even takes care of the problems I mentioned.<div>But does it need to be an expensive part?</div><div>Wouldn't a low IF receiver design with only one ADC channel and a bigger FFT for the channelizer (or another down conversion in the digital domain) make us happier?</div><div>It would even avoid the imbalance problems of the IQ signal.</div><div>Of course then the FPGA gets more expensive .. but I like the digital domain more than tinkering with analog components :D</div><div>IMHO, it is more important to have a fixed and low jitter ADC clock for the channelization as the fine tuning and equalization for each user needs to be done separately after channelization in the digital domain anyway. </div><div>Ahmet</div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Sun, Jan 27, 2019 at 11:52 PM Ron Economos via Ground-Station <ground-station@lists.openresearch.institute> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
  
    
  
  <div bgcolor="#FFFFFF">
    <p>Yes, the ADC's are clocked at a variable rate. It's all done
      inside the AD9361. On the B2x0, you can oversample a little
      depending on the sample rate. The maximum clock is 61.44 MHz, so
      sample rates of 30.72 to 61.44 Msps are limited to 1X, 15.36 to
      30.72 Msps = 2X, 7.68 to 15.6 Msps = 4X and so on.</p>
    <p>You can have any sample rate you want with the B2x0. For example,
      DVB-T/T2 is 64,000,000 / 7 = 9.14285714285714...... Msps. There's
      a minimum step size, so you can't get that exact sample rate, but
      pretty close.<br>
    </p>
    <p>The ADC's inside the AD9361 are sigma-delta 1-bit design, so
      they're highly oversampled themselves. But that isn't of concern
      to the user.</p>
    <p>Ron W6RZ<br>
    </p>
    <div class="gmail-m_-1082876484739499743moz-cite-prefix">On 1/27/19 11:25, Zach Leffke via
      Ground-Station wrote:<br>
    </div>
    <blockquote type="cite">
      
      <p>This is cool.  Ron maybe you can school me a bit here.....</p>
      <p>1.  Got it with the Quadrature ADC, running at half the
        required rate, but producing I and Q, so Nyquist is happy.....</p>
      <p>2.  So you are saying the ADCs are clocked at variable rates? 
        Here is my major disconnect......with a B210 and UHD, I can
        request sample rates (complex) from something like 200 kHz to 20
        MHz (but have to make sure the clock rate of the USRP divided by
        the sample rate requested is an even integer).  I thought the
        ADC clocks ran at a fixed rate and then decimation was performed
        in the FPGA, and that the 'even integer' requirement was derived
        from the DSP going on in the FPGA (and integer math being more
        computationally efficient).  It sounds like you are saying that
        there is maybe a bank of acceptable pre-scalers that when I
        request a particular rate, the appropriate pre-scaler is applied
        to the master clock, and that is the rate the ADC is clocked
        at.  Am I getting that right?<br>
      </p>
      <p>Seems like there may be pros and cons to either technique. 
        With a fixed ADC rate that is massively oversampling the input
        signal, can't we achieve increased dynamic range?  For every
        factor of 4 oversampling we gain 1 bit in ADC resolution, or 6
        dB in dynamic range.  I thought this was how the Ettus products
        worked and similarly how the Flex Radio systems worked (with the
        FPGA handling the half-band filtering and decimation to the
        desired output rate requested by the host computer).  I have no
        experience with the BladeRF or LimeSDRs.  I know in the UHD
        source block you can tweak the clock rate of the motherboards,
        but generally I thought that's how they worked.  I feel like
        there might be another pro in there in terms of Aliasing and
        relaxed filtering requirements when oversampling (images are
        farther apart)?  A con to this technique I would guess is higher
        power consumption (ADCs running at a higher rate and needing the
        pre-processing for the decimation).  If the clock rate of the
        ADC can be controlled on the other hand, you would lose the
        oversampling capability, but would decrease power consumption. 
        Seems like the hardware would have to be a little more
        complicated in order to handle the multiply or divides to
        achieve the desired clock rate (that I assume is derived from a
        reference master clock that is higher than the ADC clock rate). 
        That control capability though is probably not that much more
        taxing though in terms of power (just picking the right
        prescaler).<br>
      </p>
      <p>Could it be that some SDRs use one technique (like the one I
        described, massive oversample then decimate, maybe USRPs), and
        others use a different technique (like the one you described,
        maybe BladeRF, LimeSDR, etc.)?</p>
      <p><br>
      </p>
      <p>If I'm roughly accurate in the above description, then isn't
        the question Michelle is driving towards is what technique would
        we want to use?  Presumably for a ground station implementation,
        power isn't a concern (compared to the payload) and therefore it
        would be desirable to oversample and have the added benefits of
        higher dynamic range.  In other words, maybe the power
        consumption trade-off is worth it.  Then again, maybe higher
        dynamic range isn't really necessary (only a single downlink)
        and its not worth the added DSP complexity.</p>
      <p>On the payload side, I would guess that having a higher dynamic
        range on the uplink is actually desirable and worth the tradeoff
        in power consumption.  I'm basing this on the assumption that if
        1000 hams build ground stations, the uplink powers will be
        wildly different and we may need to handle very strong and very
        weak uplink signals, and thus a higher dynamic range would be
        desirable.  On the other hand.....using something like an AD9361
        with 12 bits of resolution is 72 dB of dynamic range out of the
        gate (maybe a little less when determining ENOB).......maybe
        that's enough and oversampling isn't necessary.........<br>
      </p>
      <p><br>
      </p>
      <p>This is good stuff, I like learning new things.  Am I roughly
        getting this right or am I out in left field some where?<br>
      </p>
      <p><br>
      </p>
      <p>-Zach, KJ4QLP<br>
      </p>
      <pre class="gmail-m_-1082876484739499743moz-signature" cols="72">Research Associate
Aerospace Systems Lab
Ted & Karyn Hume Center for National Security & Technology
Virginia Polytechnic Institute & State University
Work Phone: 540-231-4174
Cell Phone: 540-808-6305</pre>
      <div class="gmail-m_-1082876484739499743moz-cite-prefix">On 1/27/2019 4:07 AM, Ron Economos
        via Ground-Station wrote:<br>
      </div>
      <blockquote type="cite">
        
        <p>SDR's like the Ettus B2x0, bladeRF and LimeSDR are direct
          conversion. Here's a block diagram of the architecture.</p>
        <p><img src="cid:16893e1347a5fd5757a1" alt="direct
            conversion" width="768" height="483"></p>
        <p>The PLL is tuned to the frequency of interest. The IF is 0
          Hz. Each ADC runs at the desired sample rate and provides 1/2
          the sample rate of bandwidth. The analog baseband low-pass
          filters are set to 1/2 the bandwidth. No decimation required.</p>
        <p> In fact, the bladeRF has no filtering at all in it's FPGA.
          If you set the baseband analog filters to wider than the
          desired bandwidth, you can see the aliasing (the TX is also
          direct conversion). The sample rate for this OFDM signal was
          6.86 MHz.<br>
        </p>
        <img src="cid:16893e1347ac1f1a8d12" alt="aliasing" width="800" height="480">
        <p>Same signal with the baseband filter set properly to 5.5 MHz
          (each low-pass filter set to 2.75 MHz).</p>
        <p><img src="cid:16893e1347ac6e5ec2b3" alt="no alias" width="800" height="480"><br>
        </p>
        <p>Ron W6RZ<br>
        </p>
        <div class="gmail-m_-1082876484739499743moz-cite-prefix">On 1/26/19 23:51, Zach Leffke via
          Ground-Station wrote:<br>
        </div>
        <blockquote type="cite">
          
          <p>I'll attempt to clarify without adding to much noise......I
            think I'm seeing both sides of this here......Though I'm no
            DSP expert, so fair warning I might misspeak a bit.</p>
          <p>A lot of what has been discussed so far is about down
            conversion, not decimation.........<br>
          </p>
          <p>The trick is the 'guts' of the SDR, specifically the RFIC
            and the ADC used.  Say we have an IF of 700 MHz coming out
            of an LNB.  The upper edge of our signal would be at 705
            MHz.  According to Nyquist, you would have to sample that IF
            signal at 1410 Megasamples per second (at least).  Any lower
            than that, and images of the sampled signal will overlap and
            corrupt the data (Aliasing).  Say your ADC had 14
            bits.......that's a lot of data, probably more than most
            FPGAs can handle.</p>
          <p>The trick in the SDR (pick your vendor, I'm staying generic
            here) is that it has a tunable front end that performs
            another level of down conversion in the analog domain before
            sampling (for example, the AD9361 in Ettus B210s, E310s,
            etc).  This takes the 700 MHz signal down to say 20 MHz
            (made that number up), with an ADC running at a fixed
            rate..... say 80 MHz (also made that number up).  <br>
          </p>
          <p>At this point, my DSP-fu is weak, but where I'm going with
            this is that the 80 MHz sampling is real samples, represents
            40 MHz of RF bandwidth (Nyquist).  This can be represented
            as a stream of complex samples (IQ) running at half the
            rate, though each sample is twice the size, one for I and
            one for Q .......(Nyquist isn't violated, because even at
            half the rate, you have two samples, one In-phase, and one
            Quadrature)......</p>
          <p>So now we have a stream at 40 MSPS (complex), spanning from
            0 to +40 MHz, with our signal camped out at +20 MHz.  So
            then we tune digitally to center our signal at 0 MHz...aka
            complex baseband.  Now we have a stream still at 40 MSPS
            (complex), but spanning from -20 MHz to +20 MHz.  Negative
            frequencies are OK in the complex domain.  Our signal of
            interest is now centered at 0 MHz, but is spanning from -5
            MHz to +5 MHz.<br>
          </p>
          <p>I think what Michelle is getting at is that we don't want
            to have an FPGA processing a 40 MHz wide stream of data,
            when we only need to worry about 10 MHz.  Since our signal
            is centered at 0 MHz, we can start throwing away
            samples........Decimation.  We can toss 3 out of every 4
            samples out (decimate by 4, and filter), which leaves us
            with a 10 MSPS stream of complex samples.  This also has
            some benefit in that we are also rejecting the noise
            contributions of those unnecessary samples that we tossed
            out (linked to the B in kTB).<br>
          </p>
          <p>Everything that was (horribly) described above is handled
            'under the hood' by the UHD drivers in Ettus products for
            example.  When you tell a UHD source block the sample rate
            you want (usually the 'samp_rate' variable that shows up in
            the flowgraph) what you are actually telling it is the
            'requested' sample rate on the output of the above process. 
            The onboard ADC still runs at the fixed higher rate (80 Mhz
            in my example), but based on your input into the UHD source
            block, it will automatically select the right parameters to
            ensure that after sampling, conversion to complex baseband
            (including tuning your requested center frequency to 0 MHz),
            decimation and filtering, that the rate you requested is fed
            out to the host computer.  This is why you have to be
            careful about selecting sample rates with UHD.........some
            of you have probably seen the debug output where it warns
            you that the division of the ADC clock rate by the requested
            sample rate is not an even integer and to expect 'CIC
            rolloff'........basically it couldn't cleanly do the
            decimation you requested (again....something here about the
            value of half band filters in the FPGA that are part of the
            conversion to complex baseband and decimation.....sorry for
            my weak DSP-fu).  You know you got it wrong when you see a
            'hump' of spectrum when the spectrum should be 'flat'.<br>
          </p>
          <p>Now we can run that 10 MSPS complex stream of samples
            through the demodulation process and extract the 'frames of
            interest' for any particular user........that would be
            demultiplexing (throw out the frames for everyone else, I
            only want the frames for me).</p>
          <p>I would offer that on the ground side, there is no
            channelizer in the mix.....you must receive the entire 10
            MHz signal to recover the full downlink data stream, since
            there is only one time multiplexed, 10 MHz wide signal.</p>
          <p>On the satellite payload on the other hand....you WILL want
            a channelizer.  Lets say the uplink is 10 MHz wide, and
            supports 1000 channels, so each 10 kHz wide.  In order to
            demodulate 1000 channels in parallel, somewhere in there you
            need to tune 1000 times to center each uplink signal to
            complex baseband and decimate to 10 ksps (complex). 
            executing 1000 'tunes' in parallel at the full 10 MSPS rate
            is very very wasteful........Think of the channelizer as a
            really efficient way of performing the tuning and decimation
            so that each output channel of the channelizer is only 10
            ksps and it is properly 'centered' on the desired uplink
            channel.  it will require more horsepower than a single tune
            and single decimate 'string' but is less processing
            intensive than 1000 of those strings running in parallel.  <br>
          </p>
          <p><br>
          </p>
          <p>I didn't mention anything about other sampling tricks
            (Nyquist zones, and potential spectral inversion issues), or
            the benefits of oversampling (dynamic range), integer vs
            float representation.........maybe on another thread one
            day.<br>
          </p>
          <p>So if you are going to roll your own
            hardware..........first a lot of downconversion from 10 GHz
            (maybe an LNB to get to say L-Band or maybe something to get
            to a 'ham band IF' at 432 or 144).  Thats not enough. 
            You'll have to then downconvert again to something that can
            be handled by the selected ADC and whatever clock rate it is
            running at (Nyquist rules apply here).  Filtering and
            careful consideration of mixing products will matter!  phase
            noise of the LOs will matter in all that
            downconversion.......Also, gain gain gain... will matter to
            make sure that you are fully exercising the full range of
            the ADC and not just toggling the the lowest couple of bits 
            (but not too much gain.....clipping).  Then the complex
            baseband conversion and decimation and on to demodulation,
            demultiplexing, etc. etc.......A lot of the above is what is
            handled 'under the hood' by most of the commercial SDRs out
            there (i.e. UHD) so that the end user can easily get up and
            running with the 'more interesting' stuff
            downstream.........<br>
          </p>
          <p> </p>
          <p>Hopefully this helped clarify the issue.....sorry if it
            added more noise (my DSP-fu is weak).  Not sure if I
            actually answered any questions.......<br>
          </p>
          <p><br>
          </p>
          <p>-Zach, KJ4QLP<br>
          </p>
          <pre class="gmail-m_-1082876484739499743moz-signature" cols="72">Research Associate
Aerospace Systems Lab
Ted & Karyn Hume Center for National Security & Technology
Virginia Polytechnic Institute & State University
Work Phone: 540-231-4174
Cell Phone: 540-808-6305</pre>
          <div class="gmail-m_-1082876484739499743moz-cite-prefix">On 1/25/2019 7:27 PM, Ron
            Economos via Ground-Station wrote:<br>
          </div>
          <blockquote type="cite">
            
            <p>Okay. De-multiplexing is a much better and less confusing
              terminology. As you stated, decimation is a DSP thing and
              channelizing the downlink payload has nothing to do with
              DSP (all the DSP has already been down in order to deliver
              payload packets).<br>
            </p>
            <p>Ron W6RZ<br>
            </p>
            <div class="gmail-m_-1082876484739499743moz-cite-prefix">On 1/25/19 16:17, Michelle
              Thompson wrote:<br>
            </div>
            <blockquote type="cite">
              
              <div dir="ltr">To me, decimation is what we do in order to
                channelize in the payload. <br>
                <br>
                I don't think that's exactly what I'm being asked about
                in the ground station receiver, though. <br>
                <br clear="all">
                <div>
                  <div dir="ltr" class="gmail-m_-1082876484739499743gmail_signature">
                    <div dir="ltr">
                      <div>
                        <div dir="ltr">
                          <div>
                            <div dir="ltr">
                              <div dir="ltr">-Michelle W5NYV<br>
                                <br>
                                <div dir="ltr"><br>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                      </div>
                    </div>
                  </div>
                </div>
                <br>
              </div>
              <br>
              <div class="gmail_quote">
                <div dir="ltr" class="gmail-m_-1082876484739499743gmail_attr">On Fri, Jan 25, 2019
                  at 4:14 PM Ron Economos <<a href="mailto:w6rz@comcast.net" target="_blank">w6rz@comcast.net</a>>
                  wrote:<br>
                </div>
                <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
                  <div bgcolor="#FFFFFF">
                    <p>I'm not sure we are talking about the same thing
                      yet. So what exactly do you expect to decimate and
                      why?<br>
                    </p>
                    <p>Ron W6RZ<br>
                    </p>
                    <div class="gmail-m_-1082876484739499743gmail-m_8520444453280004698moz-cite-prefix">On
                      1/25/19 16:07, Michelle Thompson wrote:<br>
                    </div>
                    <blockquote type="cite">
                      <div dir="ltr">The beginning of wisdom being the
                        definition of terms and all, it would be good to
                        make sure we're all talking about the same
                        thing. <br>
                        <br>
                        So far, I've used LNBs and USRPs for receive,
                        with the LNB doing an IF at 618MHz
                        (LNB-on-a-Stick) and giving reasonable
                        performance. <br>
                        <br>
                        Decimation to me is a DSP thing, or used to
                        reduce power consumption when you don't need to
                        sample as high as you can. <br>
                        <br clear="all">
                        <div>
                          <div dir="ltr" class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail_signature">
                            <div dir="ltr">
                              <div>
                                <div dir="ltr">
                                  <div>
                                    <div dir="ltr">
                                      <div dir="ltr">-Michelle W5NYV<br>
                                        <br>
                                        <div dir="ltr"><br>
                                        </div>
                                      </div>
                                    </div>
                                  </div>
                                </div>
                              </div>
                            </div>
                          </div>
                        </div>
                        <br>
                      </div>
                      <br>
                      <div class="gmail_quote">
                        <div dir="ltr" class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail_attr">On
                          Fri, Jan 25, 2019 at 3:52 PM Ron Economos via
                          Ground-Station <a class="gmail-m_-1082876484739499743gmail-m_8520444453280004698moz-txt-link-rfc2396E" href="mailto:ground-station@lists.openresearch.institute" target="_blank"><ground-station@lists.openresearch.institute></a>
                          wrote:<br>
                        </div>
                        <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">
                          <div bgcolor="#FFFFFF">
                            <p>The standard IF for DVB-S2 receivers is
                              950 to 2150 MHz.</p>
                            <p>DB6NT was selling a down-converter from
                              10489-10500 MHz to 1129-1140 MHz for P4A.</p>
                            <p><a class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776moz-txt-link-freetext" href="https://shop.kuhne-electronic.com/kuhne/en/shop/new/MKU+LNC+10+OSCAR+P4A/?card=1832" target="_blank">https://shop.kuhne-electronic.com/kuhne/en/shop/new/MKU+LNC+10+OSCAR+P4A/?card=1832</a></p>
                            <p>I'm not sure what decimation has to do
                              with receiving DVB-S2. The entire 10 MHz
                              signal needs to be demodulated. Individual
                              baseband frames will be selected for
                              processing, but I call that
                              de-multiplexing.<br>
                            </p>
                            <p>Ron W6RZ<br>
                            </p>
                            <div class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776moz-cite-prefix">On
                              1/25/19 15:32, David Vieira via
                              Ground-Station wrote:<br>
                            </div>
                            <blockquote type="cite">
                              <div class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776ydp1f38d99eyahoo-style-wrap">
                                <div>Michelle - Thanks for posting. 
                                  I'll frame some of the questions.<br>
                                </div>
                                <div><br>
                                </div>
                                <div>Typical 10 GHz terrestrial
                                  contesting rigs are Heterodyne; that
                                  is a Mixer works with a Local
                                  Oscillator (LO) to take the RF down to
                                  an IF (Intermediate Frequency).</div>
                                <div>For an SDR, that IF can be
                                  digitized by an Analog-Digital
                                  Converter.</div>
                                <div><br>
                                </div>
                                <div>The most popular IF for
                                  contesting/SSB rigs is 144 MHz.  </div>
                                <div>For a data BW of 10 MHz that may or
                                  may not be a fast enough IF carrier. 
                                  If we can digitize and recover the
                                  data, it would allow a lot of re-use
                                  of existing equipment.</div>
                                <div><br>
                                </div>
                                <div>I've heard suggestions/proposals up
                                  to the 1.2 GHz Ham band.</div>
                                <div>In some sense, the IF carrier could
                                  be 144/220/440/915/1200 MHz, or even
                                  any Non-Ham frequency in between.</div>
                                <div><br>
                                </div>
                                <div>There are a lot of proof of
                                  existence designs for a 10 GHz Mixed
                                  down to an IF; and lots of off the
                                  shelf ADC dev-boards.  (catch me off
                                  thread for details).</div>
                                <div><br>
                                </div>
                                <div>Some questions I have are:  </div>
                                <div>---from an FPGA side of the SDR,
                                  what data rate(s) can the FPGA absorb
                                  in to a decimator?  </div>
                                <div><br>
                                </div>
                                <div>Must we decide upfront on a single
                                  frequency; or </div>
                                <div>preferably allow flexibility in the
                                  RF front end design (ie, Mixer, PLL
                                  and Local Oscl hardware choices) by
                                  allowing a wide and programmable
                                  variety of ADC and decimation rates?</div>
                                <div><br>
                                </div>
                                <div>{This is where RF and Digital folks
                                  must communicate across walls.}  ;-)</div>
                                <div><br>
                                </div>
                                <div>Comments welcome.</div>
                                <div><br>
                                </div>
                                <div>regards,</div>
                                <div>David</div>
                                <div>KI6CLA</div>
                                <div><br>
                                </div>
                                <div><br>
                                </div>
                              </div>
                              <div id="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776ydp40e62e6byahoo_quoted_8708381549" class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776ydp40e62e6byahoo_quoted">
                                <div>
                                  <div> On Friday, January 25, 2019,
                                    2:41:54 PM PST, Michelle Thompson
                                    via Ground-Station <a class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776moz-txt-link-rfc2396E" href="mailto:ground-station@lists.openresearch.institute" target="_blank"><ground-station@lists.openresearch.institute></a>
                                    wrote: </div>
                                  <div><br>
                                  </div>
                                  <div><br>
                                  </div>
                                  <div>
                                    <div id="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776ydp40e62e6byiv6388574106">
                                      <div dir="ltr">
                                        <div dir="ltr">While we are
                                          striving to enable all sorts
                                          of wonderful designs by
                                          putting prototypes into GNU
                                          Radio, a central goal is to
                                          design our own hardware.<br>
                                          <br>
                                          We've had a lot of progress on
                                          the protocol and algorithm
                                          front (GSE, LDPC, some of the
                                          polyphase). <br>
                                          <br>
                                          Some fundamental decisions
                                          about our own hardware need to
                                          be made.<br>
                                          <br>
                                          When we receive, we expect to
                                          have to decimate. This is
                                          because we are receiving at a
                                          relatively high frequency
                                          (10GHz).<br>
                                          <br>
                                          Our bandwidth is (up to)
                                          10MHz. For DVB-S2/X, we fix
                                          our sampling rate, depending
                                          on what bandwidth we want to
                                          support. We have a lot of
                                          freedom here.<br>
                                          <br>
                                          Picking the right frequencies
                                          for the receive chain is
                                          therefore important.<br>
                                          <br>
                                          What are our options? <br>
                                          <br>
                                          What options make the best
                                          sense?<br>
                                          <br>
                                          I'd like to build and test as
                                          soon as possible, so let's get
                                          some discussion going.<br>
                                          <br>
                                          <div>
                                            <div dir="ltr" class="gmail-m_-1082876484739499743gmail-m_8520444453280004698gmail-m_-6643074664132559776ydp40e62e6byiv6388574106gmail_signature">
                                              <div dir="ltr">
                                                <div>
                                                  <div dir="ltr">
                                                    <div>
                                                      <div dir="ltr">
                                                        <div dir="ltr">-Michelle
                                                          W5NYV<br>
                                                          <br>
                                                          <div dir="ltr"><br>
                                                          </div>
                                                        </div>
                                                      </div>
                                                    </div>
                                                  </div>
                                                </div>
                                              </div>
                                            </div>
                                          </div>
                                        </div>
                                      </div>
                                    </div>
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                  </div>
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</blockquote></div><br clear="all"><div><br></div>-- <br><div dir="ltr" class="gmail_signature"><br>Ahmet Inan<br><br>Co-founder and CEO of aicodix GmbH<br><a href="https://www.aicodix.de/" target="_blank">https://www.aicodix.de/</a><br></div>