WLAN Positioning Systems: Principles and Applications in Location-Based Services

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9780521191852: WLAN Positioning Systems: Principles and Applications in Location-Based Services

Describing the relevant detection and estimation theory, this detailed guide provides the background knowledge needed to tackle the design of practical WLAN positioning systems. It sets out key system-level challenges and design considerations in increasing positioning accuracy and reducing computational complexity, and it also examines design trade-offs and experimental results. Radio characteristics in real environments are discussed, as are the theoretical aspects of non-parametric statistical tools appropriate for modeling radio signals, statistical estimation techniques and the model-based stochastic estimators often used for positioning. A historical account of positioning systems in also included, giving graduate students, researchers and practitioners alike the perspective needed to understand the benefits and potential applications of WLAN positioning.

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Book Description:

Describing the relevant detection and estimation theory, this detailed guide sets out key system-level challenges and design considerations and discusses a number of model-based tracking systems. Radio characteristics in real environments are discussed, a historical account of positioning systems is provided and practical design trade-offs and experimental results are examined.

About the Author:

Azadeh Kushki is a Postdoctoral Fellow at the Bloorview Research Institute, Holland Bloorview Kids Rehabilitation Hospital. She received her Ph.D. in Electrical Engineering from the University of Toronto in 2008 and is a principal author of various articles on the topic of WLAN positioning in books, journals and conference proceedings.

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