Remote physiological and GPS data processing in evaluation of physical activities

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F14%3A43895664" target="_blank" >RIV/60461373:22340/14:43895664 - isvavai.cz</a>

Result on the web

<a href="http://link.springer.com/article/10.1007/s11517-013-1134-6" target="_blank" >http://link.springer.com/article/10.1007/s11517-013-1134-6</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s11517-013-1134-6" target="_blank" >10.1007/s11517-013-1134-6</a>

Result language

angličtina

Original language name

Remote physiological and GPS data processing in evaluation of physical activities

Original language description

The monitoring of data from global positioning system (GPS) receivers and remote sensors of physiological and environmental data allow forming an information database for observed data processing. In this paper, we propose the use of such a database forthe analysis of physical activities during cycling. The main idea of the proposed algorithm is to use cross-correlations between the heart rate and the altitude gradient to evaluate the delay between these variables and to study its time evolution. The data acquired during 22 identical cycling routes, each about 130 km long, include more than 6,700 segments of length 60 s recorded with varying sampling periods. General statistical and digital signal processing methods used include mathematical tools toreject gross errors, resampling using selected interpolation methods, digital filtering of noise signal components, and estimating cross-correlations between the position data and the physiological signals. The results of a regression bet

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

JD - Use of computers, robotics and its application

OECD FORD branch

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Project

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Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2014

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Medical &amp; Biological Engineering &amp; Computing

ISSN

0140-0118

e-ISSN

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Volume of the periodical

52

Issue of the periodical within the volume

4

Country of publishing house

DE - GERMANY

Number of pages

8

Pages from-to

301-308

UT code for WoS article

000333184200001

EID of the result in the Scopus database

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