Indoor subcarrier modulation recognition accuracy vs. distance.

<p>Indoor subcarrier modulation recognition accuracy vs. distance.</p>

محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Jiuxiao Cao (21594403) (author)
مؤلفون آخرون: Rui Zhu (305217) (author), Zhen Wang (72451) (author), Jun Wang (5906) (author), Guohao Shi (21594406) (author), Peng Chu (5565407) (author)
منشور في: 2025
الموضوعات:
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_version_ 1852019086901379072
author Jiuxiao Cao (21594403)
author2 Rui Zhu (305217)
Zhen Wang (72451)
Jun Wang (5906)
Guohao Shi (21594406)
Peng Chu (5565407)
author2_role author
author
author
author
author
author_facet Jiuxiao Cao (21594403)
Rui Zhu (305217)
Zhen Wang (72451)
Jun Wang (5906)
Guohao Shi (21594406)
Peng Chu (5565407)
author_role author
dc.creator.none.fl_str_mv Jiuxiao Cao (21594403)
Rui Zhu (305217)
Zhen Wang (72451)
Jun Wang (5906)
Guohao Shi (21594406)
Peng Chu (5565407)
dc.date.none.fl_str_mv 2025-06-24T17:41:14Z
dc.identifier.none.fl_str_mv 10.1371/journal.pone.0326536.g028
dc.relation.none.fl_str_mv https://figshare.com/articles/figure/Indoor_subcarrier_modulation_recognition_accuracy_vs_distance_/29393998
dc.rights.none.fl_str_mv CC BY 4.0
info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Space Science
Biological Sciences not elsewhere classified
spatial feature diversity
sequential learning capacity
remote communications due
hybrid architecture enhances
evaluated using five
ensure statistical reliability
different receptive fields
dataset includes 45
common shortwave protocols
captures temporal dependencies
3gale &# 8212
000 labeled samples
subcarrier modulations based
scale convolutional gru
robust signal classification
subcarrier classification
low signal
world sources
vital role
time deployment
study proposes
standard gpu
selective fading
scalable solution
results show
results confirm
range capabilities
protocol identification
noise ratios
multipath propagation
inference time
gru provides
fold cross
disaster relief
dimensional representations
bidirectional gru
based real
8 db
10 db
dc.title.none.fl_str_mv Indoor subcarrier modulation recognition accuracy vs. distance.
dc.type.none.fl_str_mv Image
Figure
info:eu-repo/semantics/publishedVersion
image
description <p>Indoor subcarrier modulation recognition accuracy vs. distance.</p>
eu_rights_str_mv openAccess
id Manara_568eaec5c19294bfe38abb1e9809dc4d
identifier_str_mv 10.1371/journal.pone.0326536.g028
network_acronym_str Manara
network_name_str ManaraRepo
oai_identifier_str oai:figshare.com:article/29393998
publishDate 2025
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv CC BY 4.0
spelling Indoor subcarrier modulation recognition accuracy vs. distance.Jiuxiao Cao (21594403)Rui Zhu (305217)Zhen Wang (72451)Jun Wang (5906)Guohao Shi (21594406)Peng Chu (5565407)Space ScienceBiological Sciences not elsewhere classifiedspatial feature diversitysequential learning capacityremote communications duehybrid architecture enhancesevaluated using fiveensure statistical reliabilitydifferent receptive fieldsdataset includes 45common shortwave protocolscaptures temporal dependencies3gale &# 8212000 labeled samplessubcarrier modulations basedscale convolutional grurobust signal classificationsubcarrier classificationlow signalworld sourcesvital roletime deploymentstudy proposesstandard gpuselective fadingscalable solutionresults showresults confirmrange capabilitiesprotocol identificationnoise ratiosmultipath propagationinference timegru providesfold crossdisaster reliefdimensional representationsbidirectional grubased real8 db10 db<p>Indoor subcarrier modulation recognition accuracy vs. distance.</p>2025-06-24T17:41:14ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0326536.g028https://figshare.com/articles/figure/Indoor_subcarrier_modulation_recognition_accuracy_vs_distance_/29393998CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/293939982025-06-24T17:41:14Z
spellingShingle Indoor subcarrier modulation recognition accuracy vs. distance.
Jiuxiao Cao (21594403)
Space Science
Biological Sciences not elsewhere classified
spatial feature diversity
sequential learning capacity
remote communications due
hybrid architecture enhances
evaluated using five
ensure statistical reliability
different receptive fields
dataset includes 45
common shortwave protocols
captures temporal dependencies
3gale &# 8212
000 labeled samples
subcarrier modulations based
scale convolutional gru
robust signal classification
subcarrier classification
low signal
world sources
vital role
time deployment
study proposes
standard gpu
selective fading
scalable solution
results show
results confirm
range capabilities
protocol identification
noise ratios
multipath propagation
inference time
gru provides
fold cross
disaster relief
dimensional representations
bidirectional gru
based real
8 db
10 db
status_str publishedVersion
title Indoor subcarrier modulation recognition accuracy vs. distance.
title_full Indoor subcarrier modulation recognition accuracy vs. distance.
title_fullStr Indoor subcarrier modulation recognition accuracy vs. distance.
title_full_unstemmed Indoor subcarrier modulation recognition accuracy vs. distance.
title_short Indoor subcarrier modulation recognition accuracy vs. distance.
title_sort Indoor subcarrier modulation recognition accuracy vs. distance.
topic Space Science
Biological Sciences not elsewhere classified
spatial feature diversity
sequential learning capacity
remote communications due
hybrid architecture enhances
evaluated using five
ensure statistical reliability
different receptive fields
dataset includes 45
common shortwave protocols
captures temporal dependencies
3gale &# 8212
000 labeled samples
subcarrier modulations based
scale convolutional gru
robust signal classification
subcarrier classification
low signal
world sources
vital role
time deployment
study proposes
standard gpu
selective fading
scalable solution
results show
results confirm
range capabilities
protocol identification
noise ratios
multipath propagation
inference time
gru provides
fold cross
disaster relief
dimensional representations
bidirectional gru
based real
8 db
10 db