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know-how wlan<br />

Advertisement<br />

signal strengths <strong>of</strong> all access points at different locations,<br />

scattered over the space <strong>that</strong> is covered by the LAN network.<br />

More points increase the accuracy, until the points<br />

are less than one meter apart. At every calibration location<br />

we measure the received signal strength in four different<br />

directions for a few seconds for all APs. This information<br />

is stored in a database. The different orientations are<br />

important because the human body has a measurable<br />

influence in the received signal strength. There is therefore<br />

a difference if we are facing the AP or if we are between<br />

the AP and the WLAN device.<br />

Where am I?<br />

Once this calibration has been completed, the actual position<br />

determination can begin. By measuring the signal<br />

strengths <strong>of</strong> all APs at regular intervals and comparing<br />

these with the calibrated locations, the most likely position<br />

can be calculated. Because we will not usually be at a<br />

calibration location, a weighted average is taken from the<br />

calibration positions <strong>that</strong> correspond best with the signal<br />

strength pr<strong>of</strong>ile.<br />

With additional mathematical tricks (such as calculating<br />

a running average <strong>of</strong> the recent locations) the accuracy<br />

<strong>of</strong> the system can be further improved. In this way we are<br />

able to achieve a resolution down to a few meters; sufficient<br />

to determine in which room or in which corner <strong>of</strong> a<br />

hall the user is located.<br />

The smarter the algorithm, the better the position can be<br />

determined. The development <strong>of</strong> a real clever algorithm<br />

redlineplc.com<br />

The author<br />

Dennis Vredeveld (vredeveld@imst.de) is a s<strong>of</strong>tware-architect<br />

at IMST GmbH in Kamp-Lintfort, Germany, where,<br />

among other things, work is being done on a s<strong>of</strong>twareframework<br />

for several indoor position determination technologies,<br />

including WLAN.<br />

More information can be found at www.imst.com and<br />

www.centrum21.de under the heading ‘ipos’.<br />

for determining the position is certainly no sinecure – we<br />

are curious for your solution. If you have developed a<br />

good method for this, then be sure to let us know!<br />

Web links<br />

[1] www.ndis.com<br />

(060269) Illustrations : IMST GmbH<br />

[2] http://msdn.micros<strong>of</strong>t.com/library/default.asp?url=/library/<br />

en-us/wceddk40/html/cxconNDISDriverArchitecture.asp<br />

Senior Power<br />

Engineer<br />

£35k - £55k Cambridge, UK<br />

Splashpower Ltd develops wireless power technology for recharging<br />

portable consumer electronics devices. Having completed a major<br />

phase <strong>of</strong> R&D, they are preparing to license their technology to<br />

global OEM’s. Based in the vibrant and Historic town <strong>of</strong> Cambridge,<br />

40 miles North <strong>of</strong> London, it is the centre <strong>of</strong> new and emerging<br />

technology within the UK.<br />

They are currently seeking a Senior Power Engineer to:<br />

• Lead all Power circuit design and assessment from requirements<br />

analysis through to acceptance and certification, providing<br />

technical leadership to implementation teams<br />

• Develop system level mapping, detail simulation tools<br />

and Design Methodology<br />

• Assist in the capture, and preparation <strong>of</strong>, design specifications<br />

from primary requirements to the implementation <strong>of</strong> secondary<br />

requirements<br />

If you have extensive experience in low power electronics (sub 100<br />

Watt), with knowledge <strong>of</strong> batteries, charging, and/or power systems<br />

(e.g. SMPS), we’d like to talk to you.<br />

If you want to work with some <strong>of</strong> Europe’s brightest Engineers contact<br />

Lisa Hart on +44 (0)1582 878827 or Lhart@redlineplc.com<br />

Redline<br />

Recruiting Excellence<br />

www.redlineplc.com<br />

cv@Redlineplc.com<br />

Luton: +44 (0)1582 450054<br />

Manchester: +44 (0)161 491 7830<br />

Scotland: +44 (0)1698 527120<br />

78 elektor electronics - 12/2006

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