Robust NLOS Error Mitigation Method for TOA-Based Localization via Second-Order Cone Relaxation

Robust NLOS Error Mitigation Method for TOA-Based Localization via Second-Order Cone Relaxation
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通过二阶锥弛豫实现基于 TOA 定位的鲁棒 NLOS 误差缓解方法

DOI:
10.1109/lcomm.2015.2482979
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发表时间:
2015-09
期刊:
IEEE Communications Letters
影响因子:
--
通讯作者:
Youming Li
Youming Li
中科院分区:
其他
文献类型:
--
作者:
Shengjin Zhang;Shangchao Gao;Gang Wang;Youming Li

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The existence of non-line-of-sight (NLOS) errors can significantly degrade the localization performance. In this letter, we address the time-of-arrival (TOA) based localization problem under NLOS conditions. To accurately localize a source, we propose a novel robust second-order cone relaxation (SOCR) method, which is not sensitive to NLOS errors. The proposed method does not require one to know any statistics of the NLOS errors, and instead, it only requires to know the upper bound on the magnitudes of the NLOS errors, which is relatively easy to obtain in practice. Simulation results show that the proposed robust SOCR method has good performance in various NLOS scenarios, and also it has a relatively lower computational complexity than the existing methods.
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