
An Integrated Multi-Layer
Wireless LAN Testbed
PIs: Kaveh Pahlavan, Emanuel
Agu, Rick Brown, Sergey Makarov, Mark Claypool, Robert Kineck, John Orr
Personnel:
Sponsored by NSF
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The testbed for performance
evaluation of indoor positioning systems.
The center of this picture is the PROPSIM simulator, on the left is
pile of three access points used for reference, on top is laptop running
EKAHAU engine. The rest are Network
Analyzer, spectrum analyzer, signal generator, and a monitor used for control
and performance assessments. |
Project Description and Outcomes
Ideas:
Using the IEEE
802.11 WLAN access points, PCMCIA WLAN cards, EKAHAU positioning software, and
laptops acquired from the CNS support and our PROPSIM real-time channel
simulator acquired from a DoD grant we have completed a novel laboratory
testbed for performance evaluation of the indoor positioning systems operating
based on RSS. This is the first
laboratory testbed that is developed for performance monitoring of indoor
positioning systems. The novel
methodology adopted in this experiment uses our existing Ray-tracing software
to identify location of the training points and measure the performance of the
positioning software (in this case EKAHAU engine). The WLAN access points and a laptop with
PCMCIA cards as well as the Ray-tracing software are connected to the real-time
channel simulator that simulates the channel behavior between location of the
access points and the mobile, specified in the Ray-tracing GUI. This innovative setup allows low cost
repeatable performance analysis of indoor positioning systems. Our first publication in this field describes
the architecture of the testbed and the preliminary results of performance
evaluation that relates the density of the training points to the accuracy of
the measurements. (see the picture)
Tools:
Using UWB network analyzer, digital scope
and antennas purchased with CNS support, we have developed a measurement system
for radio channel modeling for indoor positioning systems using TOA and UWB
technology. Our exiting network analyzer
and digital scope, acquired from previous NSF and industrial grants, were not
capable of measuring UWB channel characteristics. An MS and a PhD student, working on
measurement and modeling of the indoor radio channel for TOA based positioning
system, will use the new system to extend their models, developed for
bandwidths up to a few 100MHz, to UWB environment with bandwidths on the order
of several GHz. We also use this
measurement system in an SBIR project with an industrial partner, supported by
DARPA, to develop a framework for design and performance evaluation of
positioning algorithms for indoor geolocation systems using UWB technology.
People:
So far we had
five ECE and two CS undergraduate students using equipment acquired for this
research proposal to perform their Major Qualifying Projects (MQP) at WPI. These students formed three groups, one
working on performance monitoring of the IEEE 802.11b and 802.11g WLANs, one on
application development and performance monitoring of the EKAHAU indoor
positioning software, and one on the design of indoor positioning
software. Three MS, one PhD, and one
Post-Doctoral students have used the equipment for their research work. A group of minority student visited our
laboratory and we arrange demonstrations to stimulate their interest to pursue
their education in electrical engineering.
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The 50GHz network analyzer, a pair of connected bow-tie
antennas, a pair of cone antennas, and a large triangular base antenna all
used for UWB channel measurement and modeling program. |