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An Investigation of the Impact of Signal Strength on Wi-Fi Link ...

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dynamic and complicated. As argued in [85], “NS-2 does not implement <str<strong>on</strong>g>the</str<strong>on</strong>g> physical<br />

layer <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> network stack nor does it implement <str<strong>on</strong>g>the</str<strong>on</strong>g> characteristics <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> physical<br />

medium” (p.23). Johns<strong>on</strong> et al. [86] pointed out that “simulati<strong>on</strong> models do not<br />

sufficiently capture radio and sensor irregularity in a complex, real-world envir<strong>on</strong>ment,<br />

especially indoors” (p.1). According to [64], simulati<strong>on</strong> tools are insufficient for an<br />

in-depth study <str<strong>on</strong>g>of</str<strong>on</strong>g> WLAN in several aspects and analytical modeling has difficulty in<br />

analysis <str<strong>on</strong>g>of</str<strong>on</strong>g> transmissi<strong>on</strong> c<strong>on</strong>trol protocol (TCP) over multiple-hops WLANs.<br />

WLAN throughputs are subject to change due to various radio propagati<strong>on</strong> envir<strong>on</strong>ment<br />

(e.g. obstructi<strong>on</strong>s, c<strong>on</strong>structi<strong>on</strong>al material) [71, 80, 81]. Therefore, it is quite difficult to<br />

understand <str<strong>on</strong>g>the</str<strong>on</strong>g> true characteristics <str<strong>on</strong>g>of</str<strong>on</strong>g> WLAN by both <str<strong>on</strong>g>the</str<strong>on</strong>g> analytical modeling and<br />

computer simulati<strong>on</strong>.<br />

Due to higher cost <str<strong>on</strong>g>of</str<strong>on</strong>g> WLAN equipments and <str<strong>on</strong>g>the</str<strong>on</strong>g> lack <str<strong>on</strong>g>of</str<strong>on</strong>g> WLAN applicati<strong>on</strong>s, it is a<br />

challenge to perform experimental measurements in <str<strong>on</strong>g>the</str<strong>on</strong>g> area <str<strong>on</strong>g>of</str<strong>on</strong>g> WLANs. The real<br />

measurement through an experimental approach is also time c<strong>on</strong>suming and labor<br />

extensive. Thus, many WLAN researches have used analytical modeling and computer<br />

simulati<strong>on</strong>. However, <str<strong>on</strong>g>the</str<strong>on</strong>g> situati<strong>on</strong> has changed in recent years. <strong>Wi</strong>th <str<strong>on</strong>g>the</str<strong>on</strong>g> wide<br />

applicati<strong>on</strong>s <str<strong>on</strong>g>of</str<strong>on</strong>g> WLANs and <str<strong>on</strong>g>the</str<strong>on</strong>g>ir rapid development, it encourages researchers to adopt<br />

radio propagati<strong>on</strong> measurement to investigate <str<strong>on</strong>g>the</str<strong>on</strong>g> performance and deployment issues <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

WLANs. For example, Park et al. [87] investigated radio interference <strong>on</strong> WLAN<br />

throughput by using experimental measurement. Chen et al. [88] c<strong>on</strong>ducted public<br />

WLAN traffic and throughput measurement at four hotspots. They used measurement<br />

results to develop a throughput propagati<strong>on</strong> predicti<strong>on</strong> model. The model can be<br />

adopted in design, development and implementati<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> <str<strong>on</strong>g>the</str<strong>on</strong>g> IEEE 802.11 WLANs.<br />

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