Investigation of Time-Difference-Of-Arrival Localization Method for Non-Line-Of-Sight Scenarios

dc.contributor.advisorJackson, David R.
dc.contributor.committeeMemberChen, Ji
dc.contributor.committeeMemberLong, Stuart A.
dc.contributor.committeeMemberWilliams, Jeffrey T.
dc.contributor.committeeMemberAuchmuty, Giles
dc.creatorYang, Mengna
dc.date.accessioned2019-11-13T02:51:36Z
dc.date.available2019-11-13T02:51:36Z
dc.date.createdDecember 2016
dc.date.issued2016-12
dc.date.submittedDecember 2016
dc.date.updated2019-11-13T02:51:37Z
dc.description.abstractA novel localization concept, which considers non-line-of-sight (NLOS) propagation, is proposed in this dissertation. By introducing a transfer function that relates the field at a given receiver to the source as a function of frequency and position, the NLOS effects can be mitigated and the propagation channel can be calibrated back to free space. The conventional Time Difference of Arrival (TDOA) method under Line-of-Sight (LOS) and noisy conditions is implemented first, and then the theory is extended to the proposed method, which de-embeds the transfer function and extends the TDOA method to account for NLOS effects. A global search method and an iterative method are both introduced, based on the concept of de-embedding the transfer function. This involves using processed received signals (received signals after de-embedding the corresponding transfer functions). The localization accuracy achieved using the iterative method for various NLOS scenarios is investigated, including a refraction problem, a near field problem, and a scattering problem. Subsequently, the study is further extended to allow for multiple reflection effects. Three different models are provided. First, a parallel-wall model considers the case when the reflections are basically coming from a single horizontal direction. A 3D localization model and 2D enclosed wall model are then also presented to illustrate cases when the reflections come from either the vertical or the two horizontal directions. A hybrid iterative method, combining the iterative method and the global search method, is proposed to solve the problem of convergence that occurs when the transmitted signal is operating at high frequencies (so that the enclosed area of interest is large compared with a wavelength), especially with a narrow frequency bandwidth. Simulation results demonstrate that the proposed algorithm performs much better than the usual TDOA localization method, and the accuracy is only limited by the sampling frequency. An experiment (performed at Sandia National Laboratories) is set up to verify the improvement in using the proposed method vs. the usual TDOA method.
dc.description.departmentElectrical and Computer Engineering, Department of
dc.format.digitalOriginborn digital
dc.format.mimetypeapplication/pdf
dc.identifier.urihttps://hdl.handle.net/10657/5399
dc.language.isoeng
dc.rightsThe author of this work is the copyright owner. UH Libraries and the Texas Digital Library have their permission to store and provide access to this work. Further transmission, reproduction, or presentation of this work is prohibited except with permission of the author(s).
dc.subjectLocalization
dc.subjectTime-difference-of-arrival
dc.subjectElectromagnetics
dc.subjectIterative method
dc.subjectGlobal search method
dc.subjectRefraction
dc.subjectScattering
dc.subjectReflection
dc.titleInvestigation of Time-Difference-Of-Arrival Localization Method for Non-Line-Of-Sight Scenarios
dc.type.dcmiText
dc.type.genreThesis
thesis.degree.collegeCullen College of Engineering
thesis.degree.departmentElectrical and Computer Engineering
thesis.degree.disciplineElectrical Engineering
thesis.degree.grantorUniversity of Houston
thesis.degree.levelDoctoral
thesis.degree.nameDoctor of Philosophy

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