TDOA Indoor Positioning Based on an Improved Whale Optimization Algorithm

In the domain of indoor wireless positioning technology, non-line-of-sight conditions significantly impact signal ranging accuracy, thereby diminishing the positioning accuracy of conventional least squares and CHAN algorithms. To address this issue, we propose an improved whale optimization algorithm (IWOA). Firstly, the target position equation is established based on the time difference of arrival (TDOA) positioning model. Subsequently, we use IWOA to solve the target position equation. Experimental results demonstrate that IWOA enhances positioning accuracy, affirming the algorithm’s effectiveness.

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Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1109/apcap62011.2024.10881445
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

TDOA Indoor Positioning Based on an Improved Whale Optimization Algorithm

Liangbo Xie, Shen Miao Han, Yanbang Chen
Indoor and Outdoor Localization Technologies
article

TDOA Indoor Positioning Based on an Improved Whale Optimization Algorithm

Liangbo Xie, Shen Miao Han, Yanbang Chen
article en

Abstract

In the domain of indoor wireless positioning technology, non-line-of-sight conditions significantly impact signal ranging accuracy, thereby diminishing the positioning accuracy of conventional least squares and CHAN algorithms. To address this issue, we propose an improved whale optimization algorithm (IWOA). Firstly, the target position equation is established based on the time difference of arrival (TDOA) positioning model. Subsequently, we use IWOA to solve the target position equation. Experimental results demonstrate that IWOA enhances positioning accuracy, affirming the algorithm’s effectiveness.

Chongqing University of Posts and Telecommunications (CN)
Chongqing Municipal Education Commission
Openalex Percentile: Top 75%
Indoor and Outdoor Localization Technologies
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