Edge Intelligence-Based RAN Architecture for 6G Internet of Things

<table class="algorithm-group"><tr><td><table class="algorithm" id="alg1"><tr><td> </td><td>Input: requests, S xApps</td></tr><tr><td> </td><td>Output: <i>M</i> xApps</td></tr><tr><td>(1)</td><td> Calculate the acceptance requests by the subject (<a href="https://static.hindawi.com/articles/ddns/volume-2022/4955498/figures/#EEq2">2</a>)</td></tr><tr><td>(2)</td><td> Calculate the popularity of <i>S</i> xApps by (<a href="https://static.hindawi.com/articles/ddns/volume-2022/4955498/figures/#EEq5">5</a>)</td></tr><tr><td>(3)</td><td> Calculate the state transition probability by (<a href="https://static.hindawi.com/articles/ddns/volume-2022/4955498/figures/#EEq8">8</a>)–(<a href="https://static.hindawi.com/articles/ddns/volume-2022/4955498/figures/#EEq11">11</a>)</td></tr><tr><td>(4)</td><td> Construct the transition matrix P</td></tr><tr><td>(5)</td><td> Find the stationary distribution <i>π</i> by Chapman-Kolmogorov equations</td></tr><tr><td>(6)</td><td> Rank the element <i>π</i><sub><i>i</i></sub> increasingly</td></tr><tr><td>(7)</td><td> Output the first <i>M π</i><sub><i>i</i></sub></td></tr></table></td></tr></table>

<div> RIC resource scheduling policy.</div>

Discrete Dynamics in Nature and Society

alg1

Algorithm 1

Algorithm 1: Edge Intelligence-Based RAN Architecture for 6G Internet of Things 