Measurement-based MIMO channel model at 140GHz
<p><strong>1. Introduction</strong></p> <p>The file “gen_dd_channel.zip” is a package of a wideband multiple-input multiple-output (MIMO) stored radio channel model at 140 GHz in indoor hall, outdoor suburban, residential and urban scenarios. The package consists of 1) measured wideband double-directional multipath data sets estimated from radio channel sounding and processed through measurement-based ray-launching and 2) MATLAB code sets that allows users to generate wideband MIMO radio channels with various antenna array types, e.g., uniform planar and circular arrays at link ends.</p> <p><strong>2. What does this package do?</strong></p> <p><em>Outputs of the channel model</em></p> <p>The MATLAB file “ChannelGeneratorDD_hexax.m” gives the following variables, among others. The .m file also gives optional figures illustrating antennas and radio channel responses.</p> <table> <tbody> <tr> <td> <p>Variables</p> </td> <td> <p>Descriptions</p> </td> </tr> <tr> <td> <p><em>CIR</em></p> </td> <td> <p>MIMO channel impulse responses</p> </td> </tr> <tr> <td> <p><em>CFR</em></p> </td> <td> <p>MIMO channel frequency responses</p> </td> </tr> </tbody> </table> <p><em>Inputs to the channel model</em></p> <p>In order for the MATLAB file “ChannelGeneratorDD_hexax.m” to run properly, the following inputs are required.</p> <table> <tbody> <tr> <td> <p>Directory</p> </td> <td> <p>Descriptions</p> </td> </tr> <tr> <td> <p>data_030123_double_directional_paths</p> </td> <td> <p>Double-directional multipath data, measured and complemented by ray-launching tool, for various cellular sites.</p> </td> </tr> </tbody> </table> <p><em>User’s parameters</em></p> <p>When using “ChannelGeneratorDD_hexax.m”, the following choices are available.</p> <table> <tbody> <tr> <td> <p>Features</p> </td> <td> <p>Choices</p> </td> </tr> <tr> <td> <p>Channel model types for transfer function generation</p> </td> <td> <ul> <li> <p>'<em>snapshot</em>': single time sample per link = static, random phase for each path, amplitude from measurements</p> </li> <li>'<em>virtualMotion</em>': Doppler shifts & temporal fading, static propagation parameters, random phase for each path, amplitude from measurements, Doppler frequency per path from AoA and velocity vector</li> </ul> </td> </tr> <tr> <td> <p>Antenna / beam shapes</p> </td> <td> <ul> <li> <p>'<em>single3GPP</em>': single antenna element with power pattern shape defined in 3GPP, adjustable HPBW etc.</p> </li> <li> <p>'<em>URA</em>': uniform rectangular array, omni-directional elements</p> </li> <li>'<em>UCA</em>': uniform circular array, omni-directional elements</li> </ul> </td> </tr> </tbody> </table> <p><strong>List of files in the dataset</strong></p> <p><em>MATLAB codes that implement the channel model</em></p> <p>The MATLAB files consist of the following files.</p> <table> <tbody> <tr> <td> <p>File and directory names</p> </td> <td> <p>Descriptions</p> </td> </tr> <tr> <td> <p>readme_100223.txt</p> </td> <td> <p>Readme file; please read it before using the files</p> </td> </tr> <tr> <td> <p>ChannelGeneratorDD_hexax.m</p> </td> <td> <p>Main code to run; a code to integrate antenna arrays and double-directional path data to derive MIMO radio channels. No need to see/edit other files.</p> </td> </tr> <tr> <td> <p>gen_pathDD.m, randl.m, randLoc.m</p> </td> <td> <p>Sub-routines used in ChannelGeneratorDD_hexax.m; no need of modifications.</p> </td> </tr> <tr> <td> <p>Hexa-X channel generator DD_presentation.pdf</p> </td> <td> <p>User manual of ChannelGeneratorDD_hexax.m.</p> </td> </tr> </tbody> </table> <p> </p> <p><em>Measured multipath data</em></p> <p>The directory "data_030123_double_directional_paths" in the package contains the following files.</p> <table> <tbody> <tr> <td> <p>Filenames</p> </td> <td> <p>Descriptions</p> </td> </tr> <tr> <td> <p>readme_100223.txt</p> </td> <td> <p>Readme file; please read it before using the files</p> </td> </tr> <tr> <td> <p>RTdata_[<em>scenario</em>]_[<em>date</em>].mat</p> </td> <td> <p>Containing double-directional multipath parameters at 140 GHz in the specified scenario, estimated from radio channel sounding and ray-tracing.</p> </td> </tr> <tr> <td> <p>description_of_data_dd_[<em>scenario</em>].pdf</p> </td> <td> <p>Explaining data formats, the measurement site and sample results.</p> </td> </tr> </tbody> </table> <p><strong>References</strong></p> <p>Details of the data set are available in the following two documents:</p> <p><em>The stored channel models</em></p> <p>A. Nimr (ed.), "Hexa-X Deliverable D2.3 Radio models and enabling techniques towards ultra-high data rate links and capacity in 6G," April 2023, available: https://hexa-x.eu/deliverables/</p> <p>@misc{Hexa-XD23,<br> author = {{A. Nimr (ed.)}},<br> title = {{Hexa-X Deliverable D2.3 Radio models and enabling techniques towards ultra-high data rate links and capacity in 6G}},<br> year = {2023},<br> month = {Apr.},<br> howpublished = {https://hexa-x.eu/deliverables/},<br>}</p> <p><em>Derivation of the data, i.e., radio channel sounding and measurement-based ray-launching</em></p> <p>M. F. De Guzman and K. Haneda, "Analysis of wave-interacting objects in indoor and outdoor environments at 142 GHz," IEEE Transactions on Antennas and Propagation, vol. 71, no. 12, pp. 9838-9848, Dec. 2023, doi: 10.1109/TAP.2023.3318861</p> <p>@ARTICLE{DeGuzman23_TAP,<br> author={De Guzman, Mar Francis and Haneda, Katsuyuki},<br> journal={IEEE Transactions on Antennas and Propagation}, <br> title={Analysis of Wave-Interacting Objects in Indoor and Outdoor Environments at 142 {GHz}}, <br> year={2023},<br> volume={71},<br> number={12},<br> pages={9838-9848},<br>}</p> <p>Finally, the code “randl.m” are from the following MATLAB Central File Exchange.</p> <p>Hristo Zhivomirov (2023). Generation of Random Numbers with Laplace Distribution (https://www.mathworks.com/matlabcentral/fileexchange/53397-generation-of-random-numbers-with-laplace-distribution), MATLAB Central File Exchange. Retrieved February 15, 2023.</p> <p><strong>Data usage terms</strong></p> <p>Any usage of the data must be upon consent on the following conditions:</p> <ul> <li>The file “ChannelGeneratorDD_hexax.m” is owned by OUL. Contact: Dr. Pekka Kyösti, Pekka.Kyosti@oulu.fi.</li> <li>The other files and those in the directories, except for “randl.m”, are owned by AAU. Contact: Mr. Mar Francis de Guzman, francis.deguzman@aalto.fi.</li> <li>When a scientific paper is published that exploits the data and code, please cite this data set; the citation can be downloaded from the zenodo page of this data set.</li> </ul>
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