An Interface Setup Optimization Method Using a Throughput Estimation Model for Concurrently Communicating Access Points in a Wireless Local Area Network
The has been deployed around the globe as a major Internet access medium due to its low cost and high flexibility and capacity. Unfortunately, dense wireless networks can suffer from poor performance due to high levels of radio interference resulting from adjoining . To address this problem, we stud...
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Veröffentlicht in: | Sensors (Basel, Switzerland) Switzerland), 2023-07, Vol.23 (14), p.6367 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | The
has been deployed around the globe as a major Internet access medium due to its low cost and high flexibility and capacity. Unfortunately, dense wireless networks can suffer from poor performance due to high levels of radio interference resulting from adjoining
. To address this problem, we studied the
, which selects the maximum or minimum power supplied to each AP so that the average
among the concurrently communicating APs is maximized.However, this method requires measurements of
under all the possible combinations of powers. It may need intolerable loads and time as the number of APs increases. It also only considers the use of
, although
sometimes achieves higher performance under high levels of interference. In this paper, we present an
using the
for concurrently communicating APs. The proposed method selects
or
in addition to the maximum or minimum power for each AP. This model approach avoids expensive costs of RSS measurements under a number of combinations. To estimate the RSS at an AP from another AP or a host, the model needs the distance and the obstacles between them, such as walls. Then, by calculating the estimated RSS with the model and calculating the SIR from them, the AP interface setups for a lot of APs in a large-scale wireless network can be optimized on a computer in a very short time. For evaluation, we conducted extensive experiments using
for APs and
for hosts under 12 network topologies in three buildings at Okayama University, Japan, and Jatiya Kabi Kazi Nazrul Islam University, Bangladesh. The results confirm that the proposed method selects the best AP interface setup with the highest total throughput in any topology. |
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ISSN: | 1424-8220 1424-8220 |
DOI: | 10.3390/s23146367 |