Evidence map›Paper›PMID 37112294›Full record

ArticleSensors (Basel, Switzerland)2023

Application-Layer Time Synchronization and Data Alignment Method for Multichannel Biosignal Sensors Using BLE Protocol.

Jianan Li, Eric Quintin, He Wang, Benjamin E McDonald, Todd R Farrell, Xinming Huang, Edward A Clancy

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Jianan LiWorcester Polytechnic Institute, Worcester, MA 01609, USA.ORCID 0000-0001-7781-0800
Eric QuintinLiberating Technologies, Inc., Holliston, MA 01746, USA.
He WangWorcester Polytechnic Institute, Worcester, MA 01609, USA.
Benjamin E McDonaldLiberating Technologies, Inc., Holliston, MA 01746, USA.ORCID 0000-0001-8657-4213
Todd R FarrellLiberating Technologies, Inc., Holliston, MA 01746, USA.ORCID 0000-0002-2811-200X
Xinming HuangWorcester Polytechnic Institute, Worcester, MA 01609, USA.ORCID 0000-0003-0584-3448
Edward A ClancyWorcester Polytechnic Institute, Worcester, MA 01609, USA.ORCID 0000-0002-0729-2523

Funding

US Army Medical Research and Materiel Command W81XWH-18-C-0111
6 · The paper itself

Abstract

Wearable wireless biomedical sensors have emerged as a rapidly growing research field. For many biomedical signals, multiple sensors distributed about the body without local wired connections are required. However, designing multisite systems at low cost with low latency and high precision time synchronization of acquired data is an unsolved problem. Current solutions use custom wireless protocols or extra hardware for synchronization, forming custom systems with high power consumption that prohibit migration between commercial microcontrollers. We aimed to develop a better solution. We successfully developed a low-latency, Bluetooth low energy (BLE)-based data alignment method, implemented in the BLE application layer, making it transferable between manufacturer devices. The time synchronization method was tested on two commercial BLE platforms by inputting common sinusoidal input signals (over a range of frequencies) to evaluate time alignment performance between two independent peripheral nodes. Our best time synchronization and data alignment method achieved absolute time differences of 69 ± 71 μs for a Texas Instruments (TI) platform and 477 ± 490 μs for a Nordic platform. Their 95th percentile absolute errors were more comparable-under 1.8 ms for each. Our method is transferable between commercial microcontrollers and is sufficient for many biomedical applications.

Indexed as

biosensorBluetooth low energy (BLE)Internet of things (IoT)time synchronizationwireless sensor network

Identifiers

PMID37112294
PMCPMC10144216

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.