Review of Bluetooth Low Energy RSS-Based Positioning

ble rss-based positioning combines low-cost deployment with widespread smartphone support. This review synthesizes peer-reviewed studies from 2013 through the search cutoff of 19 September 2026 for mobile and iot platforms, including methods adapted from other radios and BLE-specific techniques. We systematically searched major bibliographic databases using BLE, RSS, positioning, localization, and methodological terms and then deduplicated and screened the records. The synthesis covers six dimensions: (i) RSS preprocessing and filtering; (ii) proximity-based, model-based, and fingerprinting approaches; (iii) sensor fusion; (iv) applications; (v) public BLE RSS datasets; and (vi) comparisons with other RSS-based positioning technologies. BLE RSS offers practical, cost-effective positioning in gnss-denied environments, but RSS instability remains the predominant limitation.

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Publication Details

Journal
Sensors
Published
2026-10-26
DOI
https://doi.org/10.3390/s26216776
Primary Topic
Indoor and Outdoor Localization Technologies
Type
article
Field-Weighted Citation Impact
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article

Review of Bluetooth Low Energy RSS-Based Positioning

Joaquín Torres-Sospedra, Fernando J. Aranda, Fernando J. Álvarez, Javier Román-Jiménez
Sensors
Indoor and Outdoor Localization Technologies
article

Review of Bluetooth Low Energy RSS-Based Positioning

Joaquín Torres-Sospedra, Fernando J. Aranda, Fernando J. Álvarez, Javier Román-Jiménez
article en

Abstract

ble rss-based positioning combines low-cost deployment with widespread smartphone support. This review synthesizes peer-reviewed studies from 2013 through the search cutoff of 19 September 2026 for mobile and iot platforms, including methods adapted from other radios and BLE-specific techniques. We systematically searched major bibliographic databases using BLE, RSS, positioning, localization, and methodological terms and then deduplicated and screened the records. The synthesis covers six dimensions: (i) RSS preprocessing and filtering; (ii) proximity-based, model-based, and fingerprinting approaches; (iii) sensor fusion; (iv) applications; (v) public BLE RSS datasets; and (vi) comparisons with other RSS-based positioning technologies. BLE RSS offers practical, cost-effective positioning in gnss-denied environments, but RSS instability remains the predominant limitation.

SensorsVol. 26(21)
Universitat de València (ES), Universidad de Extremadura (ES)
Openalex Percentile: Top 24%
Indoor and Outdoor Localization Technologies
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Review of Bluetooth Low Energy RSS-Based Positioning — Joaquín Torres-Sospedra, Fernando J. Aranda, et al. · Sensors (2026) | TGRS Research Map | TGRS