Title
Enhancements Of Minimax Access-Point Setup Optimisation Approach For Ieee 802.11 Wlan
Abstract
As a flexible and cost-efficient internet access network, the IEEE 802.11 wireless local-area network (WLAN) has been broadly deployed around the world. Previously, to improve the IEEE 802.11n WLAN performance, we proposed the four-step minimax access-point (AP) setup optimisation approach: 1) link throughputs between the AP and hosts in the network field are measured manually; 2) the throughput estimation model is tuned using the measurement results; 3) the bottleneck host suffering the least throughput is estimated using this model; 4) the AP setup is optimised to maximise the throughput of the bottleneck host. Unfortunately, this approach has drawbacks: 1) a lot of manual throughput measurements are necessary to tune the model; 2) the shift of the AP location is not considered; 3) IEEE 802.11ac devices at 5 GHz are not evaluated, although they can offer faster transmissions. In this paper, we present the three enhancements: 1) the number of measurement points is reduced while keeping the model accuracy; 2) the coordinate of the AP setup is newly adopted as the optimisation parameter; 3) the AP device with IEEE 802.11ac at 5 GHz is considered with slight modifications. The effectiveness is confirmed by extensive experiments in three network fields.
Year
DOI
Venue
2019
10.1504/IJSSC.2019.100017
INTERNATIONAL JOURNAL OF SPACE-BASED AND SITUATED COMPUTING
Keywords
Field
DocType
wireless local area network, WLAN, access-point setup, throughput estimation model, parameter optimisation, multiple-input multiple-output, MIMO
Minimax,IEEE 802.11,Computer science,Electronic engineering
Journal
Volume
Issue
ISSN
9
1
2044-4893
Citations 
PageRank 
References 
0
0.34
0
Authors
7