Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208277941> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W3208277941 abstract "In this paper, we study the performance of three different Deep Learning (DL) network architectures in Radio Frequency (RF) signal classification tasks considering an indoor environment. We compare the classification accuracy of 7 modulation types (BPSK, QPSK, GMSK, 16-QAM, 64-QAM, GFSK, and CPFSK) with Convolutional Neural Network (CNN), Long Short Term Memory (LSTM) network, and Residual Network (ResNet) architectures by varying receiver positions in a building layout along with two different transmitter positions. It is seen that, in the considered scenario, for a given transmitter position, CNN and LSTM architectures provide better classification accuracy depending on the receiver positions. It is also seen that in certain receiver positions, some of the modulation types perform better than others." @default.
- W3208277941 created "2021-11-08" @default.
- W3208277941 creator A5058079451 @default.
- W3208277941 creator A5059279020 @default.
- W3208277941 creator A5087146909 @default.
- W3208277941 date "2021-08-25" @default.
- W3208277941 modified "2023-09-27" @default.
- W3208277941 title "Comparison of Deep Architectures for Indoor RF Signal Classification" @default.
- W3208277941 cites W2593958349 @default.
- W3208277941 cites W2773170971 @default.
- W3208277941 cites W2784064571 @default.
- W3208277941 cites W2795250928 @default.
- W3208277941 cites W2889741439 @default.
- W3208277941 cites W2916238263 @default.
- W3208277941 cites W2952643393 @default.
- W3208277941 cites W2955338161 @default.
- W3208277941 cites W2963809753 @default.
- W3208277941 cites W3004635547 @default.
- W3208277941 cites W3012548231 @default.
- W3208277941 cites W3015903302 @default.
- W3208277941 cites W3060435609 @default.
- W3208277941 doi "https://doi.org/10.1109/icetci51973.2021.9574083" @default.
- W3208277941 hasPublicationYear "2021" @default.
- W3208277941 type Work @default.
- W3208277941 sameAs 3208277941 @default.
- W3208277941 citedByCount "0" @default.
- W3208277941 crossrefType "proceedings-article" @default.
- W3208277941 hasAuthorship W3208277941A5058079451 @default.
- W3208277941 hasAuthorship W3208277941A5059279020 @default.
- W3208277941 hasAuthorship W3208277941A5087146909 @default.
- W3208277941 hasConcept C107038049 @default.
- W3208277941 hasConcept C108583219 @default.
- W3208277941 hasConcept C11413529 @default.
- W3208277941 hasConcept C123079801 @default.
- W3208277941 hasConcept C127162648 @default.
- W3208277941 hasConcept C127413603 @default.
- W3208277941 hasConcept C138885662 @default.
- W3208277941 hasConcept C153180895 @default.
- W3208277941 hasConcept C154945302 @default.
- W3208277941 hasConcept C155512373 @default.
- W3208277941 hasConcept C186378180 @default.
- W3208277941 hasConcept C199360897 @default.
- W3208277941 hasConcept C24326235 @default.
- W3208277941 hasConcept C2779843651 @default.
- W3208277941 hasConcept C32409245 @default.
- W3208277941 hasConcept C41008148 @default.
- W3208277941 hasConcept C47798520 @default.
- W3208277941 hasConcept C56296756 @default.
- W3208277941 hasConcept C59030546 @default.
- W3208277941 hasConcept C76155785 @default.
- W3208277941 hasConcept C81363708 @default.
- W3208277941 hasConceptScore W3208277941C107038049 @default.
- W3208277941 hasConceptScore W3208277941C108583219 @default.
- W3208277941 hasConceptScore W3208277941C11413529 @default.
- W3208277941 hasConceptScore W3208277941C123079801 @default.
- W3208277941 hasConceptScore W3208277941C127162648 @default.
- W3208277941 hasConceptScore W3208277941C127413603 @default.
- W3208277941 hasConceptScore W3208277941C138885662 @default.
- W3208277941 hasConceptScore W3208277941C153180895 @default.
- W3208277941 hasConceptScore W3208277941C154945302 @default.
- W3208277941 hasConceptScore W3208277941C155512373 @default.
- W3208277941 hasConceptScore W3208277941C186378180 @default.
- W3208277941 hasConceptScore W3208277941C199360897 @default.
- W3208277941 hasConceptScore W3208277941C24326235 @default.
- W3208277941 hasConceptScore W3208277941C2779843651 @default.
- W3208277941 hasConceptScore W3208277941C32409245 @default.
- W3208277941 hasConceptScore W3208277941C41008148 @default.
- W3208277941 hasConceptScore W3208277941C47798520 @default.
- W3208277941 hasConceptScore W3208277941C56296756 @default.
- W3208277941 hasConceptScore W3208277941C59030546 @default.
- W3208277941 hasConceptScore W3208277941C76155785 @default.
- W3208277941 hasConceptScore W3208277941C81363708 @default.
- W3208277941 hasLocation W32082779411 @default.
- W3208277941 hasOpenAccess W3208277941 @default.
- W3208277941 hasPrimaryLocation W32082779411 @default.
- W3208277941 hasRelatedWork W2029071993 @default.
- W3208277941 hasRelatedWork W2044242289 @default.
- W3208277941 hasRelatedWork W2197104854 @default.
- W3208277941 hasRelatedWork W2538510953 @default.
- W3208277941 hasRelatedWork W2563942201 @default.
- W3208277941 hasRelatedWork W2606005034 @default.
- W3208277941 hasRelatedWork W2962686048 @default.
- W3208277941 hasRelatedWork W3210807849 @default.
- W3208277941 hasRelatedWork W3214132040 @default.
- W3208277941 hasRelatedWork W33804645 @default.
- W3208277941 isParatext "false" @default.
- W3208277941 isRetracted "false" @default.
- W3208277941 magId "3208277941" @default.
- W3208277941 workType "article" @default.