2016
DOI: 10.1109/tvt.2015.2508501
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A Bias-Reduced Nonlinear WLS Method for TDOA/FDOA-Based Source Localization

Abstract: We address the source localization problem by using both time-difference-of-arrival (TDOA) and frequencydifference-of-arrival (FDOA) measurements. We solve this problem in two steps, and in each step, we formulate a nonlinear weighted least squares (WLS) problem followed by a bias reduction scheme. In the first step, we formulate a nonlinear WLS problem using TDOA measurements only, and derive the bias of the WLS solution, which is then used to develop an unbiased WLS solution by subtracting the bias from the … Show more

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Cited by 74 publications
(31 citation statements)
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“…methods [38][39][40][41][42][43][44][45], the proposed method considers both receiver position errors and synchronization clock bias. 2.…”
Section: Different From Most Existing Bias Reductionmentioning
confidence: 99%
See 3 more Smart Citations
“…methods [38][39][40][41][42][43][44][45], the proposed method considers both receiver position errors and synchronization clock bias. 2.…”
Section: Different From Most Existing Bias Reductionmentioning
confidence: 99%
“…3. All previous studies [38][39][40][41][42][43][44][45] aim at reducing the bias of the source position. We develop a bias-reduced method that effectively reduces not only the bias of the source position but also the bias of refined receiver positions and estimated clock bias vector.…”
Section: Different From Most Existing Bias Reductionmentioning
confidence: 99%
See 2 more Smart Citations
“…The former is to estimate the position of target by measuring some parameters, such as received signal strength (RSS) [4], time-of-arrival (TOA) [5], time-difference-of-arrival (TDOA) [6], and angle-of-arrival (AOA) [7], or their combinations. By transforming these parameters into the distances, one can localize the interested targets by using the so-called trigonometry.…”
Section: Introductionmentioning
confidence: 99%