Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/41845
Title: Low-complexity schemes for UWB localization over indoor wireless channels
Authors: Chen, Wei
Keywords: DRNTU::Engineering::Electrical and electronic engineering::Wireless communication systems
Issue Date: 2008
Source: Chen, W. (2008). Low-complexity schemes for UWB localization over indoor wireless channels. Master’s thesis, Nanyang Technological University, Singapore.
Abstract: This research focuses on low complexity schemes for ultra wideband (UWB) localization applications over indoor wireless channels. The existing low complexity ranging algorithms detect the direct path (DP) by obtaining the leading edge of the correlation of the received signal and the local template or the energy within a short observation window, which crosses a certain specified threshold. These schemes, however, have common weaknesses that their performance is sensitive to the threshold setting. In this thesis, we propose an improved direct path detection scheme in indoor wireless channels. According to the power-delay profile of the impulse response of indoor wireless channels, several paths of the received signal may be closely spaced together as a cluster. It indicates that even if the DP signal is relatively weak, we can expect considerable energy will be received in the next several nanoseconds. Hence a double-threshold DP detection scheme of the amplitude and the energy of a relatively long observation window nearby will increase the robustness of the DP detection performance. The settings of the threshold values will be studied by simulations. To improve the accuracy of locating a mobile subscriber (MS) in the common office environment, a new algorithm is also proposed to distinguish between the the direct path-anchor points (DP-APs) and the not-direct path-anchor points (NDP-APs). In wireless communication systems over mobile outdoor wireless channels, the DP-APs and the NDP-APs are distinguished by measuring the standard deviation of the estimated channel parameters. That technique may not work properly for the indoor wireless channel, where the channel may remain static and no deviation can be observed for a relatively long time when nothing is moving in the local area.
URI: https://hdl.handle.net/10356/41845
DOI: 10.32657/10356/41845
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:EEE Theses

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