Abstract | ||
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In recent years, positioning systems for indoor areas using the existing wireless local area network infrastructure have become very popular and attractive. However, most systems only focus on the network deployment for positioning but overlook that the original purpose of these WLAN infrastructures is providing the required connectivity. Furthermore, experimental results related to such positioning systems have been presented while there is a lack of good analytical models that can be used as a framework for designing and deploying the positioning systems. In this paper, we propose an innovative approach where WLAN planning and positioning error reduction are modeled as an optimization problem and tackled together during the WLAN planning process. A Mono-objective algorithm called Variable Neighborhood Search (VNS) is implemented and the simulations demonstrate that this algorithm is highly efficient in solving the indoor positioning optimization problem. |
Year | DOI | Venue |
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2010 | 10.1109/WD.2010.5657722 | Wireless Days |
Keywords | Field | DocType |
communication quality demand,optimisation,mono-algorithm,wireless local area network infrastructure,wlan infrastructure,optimization model,network deployment,indoor positioning system,search problems,wlan planning,variable neighborhood search,telecommunication network planning,indoor positioning optimization,modeling,wireless lan,positioning error reduction,monoobjective algorithm,indoor radio,optimization,quality of service,accuracy,optimization problem,computational modeling,planning,wireless local area network | Hybrid positioning system,Variable neighborhood search,Computer science,Quality of service,Computer network,Planning process,Network deployment,Wi-Fi,Optimization problem,Indoor positioning system,Distributed computing | Conference |
ISSN | ISBN | Citations |
2156-9711 E-ISBN : 978-1-4244-9228-2 | 978-1-4244-9228-2 | 1 |
PageRank | References | Authors |
0.39 | 6 | 3 |
Name | Order | Citations | PageRank |
---|---|---|---|
You Zheng | 1 | 1 | 0.39 |
Oumaya Baala | 2 | 59 | 11.09 |
Alexandre Caminada | 3 | 107 | 23.61 |