Hybrid DE-EM Algorithm for Gaussian Mixture Model-Based Wireless Channel Multipath Clustering

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">UPA</td><td class="align_center">ODA</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Number</td><td class="align_center">32</td><td class="align_center">56</td></tr><tr><td class="align_left">Polarization</td><td class="align_center">Dual</td><td class="align_center">Dual</td></tr><tr><td class="align_left">Space</td><td class="align_center">0.5 wavelength</td><td class="align_center">0.5 wavelength</td></tr><tr><td class="align_left">Azimuth</td><td class="align_center"><span style="width: 55.7657ptpx;"><svg height="11.1467pt" id="M112" style="vertical-align:-0.3500004pt" version="1.1" viewbox="-0.0498162 -10.7967 55.7657 11.1467" width="55.7657pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g 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height="11.1467pt" id="M114" style="vertical-align:-0.3500004pt" version="1.1" viewbox="-0.0498162 -10.7967 55.7657 11.1467" width="55.7657pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M535 230V280H52V230H535Z"></path></g><g transform="matrix(.013,0,0,-0.013,7.631,0)"><path d="M447 623H65C61 580 56 530 47 475H76C100 541 106 550 172 550H388C308 376 196 170 91 -1L98 -12L172 -2C268 204 360 408 455 611L447 623Z"></path></g><g transform="matrix(.013,0,0,-0.013,13.873,0)"><path d="M241 635C89 635 35 457 35 312C35 153 89 -12 240 -12C390 -12 443 166 443 312C443 466 390 635 241 635ZM238 602C329 602 354 454 354 312C354 172 330 22 240 22C152 22 124 173 124 313S148 602 238 602Z"></path></g><g transform="matrix(.0091,0,0,-0.0091,20.158,-5.741)"><path d="M339 262C339 340 273 403 193 403S48 340 48 262S113 121 193 121S339 184 339 262ZM283 262C283 210 242 168 193 168S104 210 104 262S144 356 193 356S283 314 283 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International Journal of Antennas and Propagation

tab3

Table 3

Table 3: Hybrid DE-EM Algorithm for Gaussian Mixture Model-Based Wireless Channel Multipath Clustering 