Algorithms of High Accuracy Position Estimation: in Rfid, Wsn and Vlc - Mohammad Shaifur Rahman - Bøker - LAP LAMBERT Academic Publishing - 9783659214790 - 27. august 2012
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Algorithms of High Accuracy Position Estimation: in Rfid, Wsn and Vlc

Mohammad Shaifur Rahman

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Algorithms of High Accuracy Position Estimation: in Rfid, Wsn and Vlc

Position-aware applications such as navigation tools for humans and robots, interactive virtual games, resource discovery, asset tracking, position-aware sensor networking etc. require precise positioning. These indoor applications require better accuracy than what current outdoor positioning systems provide. This book presents some new algorithms for position estimation in RFID, WSN and VLC technologies. We design some RSS positioning algorithms for RFID and WSN using flexible models. Using the time difference of arrival (TDOA) and RSS measurement functionally of a commercially available RFID system, a position finding algorithm is presented where the position is estimated in two steps. As a practical application of this system, an automatic parking management system is described in this book. For positioning in WSN, RSS based algorithms with flexible model of multi-layer parceptron and generalized regression neural networks are proposed. This book also demonstrates a robust, high accuracy positioning algorithm using VLC and image sensors for precisely locating movable objects, like autonomous robot inside the building.

Media Bøker     Pocketbok   (Bok med mykt omslag og limt rygg)
Utgitt 27. august 2012
ISBN13 9783659214790
Utgivere LAP LAMBERT Academic Publishing
Antall sider 128
Mål 150 × 8 × 226 mm   ·   209 g
Språk Tysk