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A Novel Approach for Placing Access Points in an Ultra-Dense 5G Network with Optimum Power and Bandwidth

机译:在具有最佳功率和带宽的超密集5G网络中放置接入点的新方法

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摘要

In this paper we will consider the problem of optimally placing the access points (AP) in an ultra-dense 5G network which covers a rectangular region such that very point inside the rectangular region will be covered by at least one access point. We will analyze the sum of the total transmission power for all the access points and see how much wastage is there. We will measure the wastage in the transmission power by arranging the APs with touching and intersecting circles and try to minimize it with the factor that the whole area is covered. We will then propose a novel approach of placing the intersecting circles and show that the wastage on the total transmission power will be minimal. For intersecting circles we found the power wastage to be around 20.77% but it rises more from this value due to the wastage in the outer region on the boundary of the region considered. We have shown how the touching circles produce greater wastage in the region considered which around 81.4%. We have also shown how the value for the wastage varies with the increase in the length of the sides of the region considered. We have also developed an algorithm that will produce the centers of the circles for a scenario where circles of equal radius are considered.;Ultimately we have shown that using four small circles of radius (0.5 times and 0.125 times) we can decrease the wastage value to around 29%. These circles are the one on the boundary who have most of their areas outside the region. So we have created a starting structure for future works.
机译:在本文中,我们将考虑在覆盖一个矩形区域的超密集5G网络中最佳放置接入点(AP)的问题,以便矩形区域内的非常多的点将至少被一个接入点覆盖。我们将分析所有接入点的总传输功率之和,看看有多少浪费。我们将通过用接触和相交的圆圈排列AP来测量传输功率的浪费,并尝试通过覆盖整个区域的因素将其最小化。然后,我们将提出一种放置相交圆的新颖方法,并表明对总传输功率的浪费将最小。对于相交的圆,我们发现功率损耗大约为20.77%,但是由于所考虑区域边界上的外部区域的损耗,该功率损耗值比该值增加了更多。我们已经展示了在所考虑的区域(约81.4%)中,接触圈如何产生更大的浪费。我们还显示了浪费值随所考虑区域的边长增加而变化。我们还开发了一种算法,该算法将在考虑等半径圆的情况下产生圆心;最终,我们表明使用四个小半径圆(0.5倍和0.125倍)可以减少浪费值到29%左右。这些圆是边界上大部分区域以外的区域。因此,我们为以后的工作创建了一个起始结构。

著录项

  • 作者

    Roy, Indranil.;

  • 作者单位

    Southern Illinois University at Carbondale.;

  • 授予单位 Southern Illinois University at Carbondale.;
  • 学科 Computer science.
  • 学位 M.S.
  • 年度 2018
  • 页码 47 p.
  • 总页数 47
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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