FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3206577009> ?p ?o ?g. }

• W3206577009 abstract "The ability of different neural networks to mitigate multipath signals for opportunistic navigation with downlink 5G signals is assessed. Two neural networks, namely feed-forward neural networks (FFNNs) and time-delay neural networks (TDNNs), are designed to learn multipath-induced errors on a 5G receiver’s code phase estimate. The neural networks use inputs from the autocorrelation function (ACF) to learn the errors in the code phase estimate of a conventional delay-locked loop (DLL). A ray tracing algorithm is used to produce high fidelity training data that could model the dynamics between the line of sight (LOS) component and the non-line of sight (NLOS) components. Cross-validation methods are used on FFNNs to examine the sensitivity of the out-of-sample error on the number of hidden layers, number of neurons per layer, and regularization constant that limits the complexity of the hypothesis space. Moreover, TDNNs with varying access to the time history of the ACF taps are assessed. Experimental results in a multipath-rich environment are presented demonstrating that the proposed TDNN achieved ranging root-mean squared error (RMSE) reduction of 27.1% compared to a conventional DLL." @default.
• W3206577009 created "2021-10-25" @default.
• W3206577009 creator A5042526779 @default.
• W3206577009 creator A5051240427 @default.
• W3206577009 creator A5079042851 @default.
• W3206577009 creator A5082984385 @default.
• W3206577009 date "2021-10-13" @default.
• W3206577009 modified "2023-09-25" @default.
• W3206577009 title "A Machine Learning Multipath Mitigation Approach for Opportunistic Navigation with 5G Signals" @default.
• W3206577009 cites W1567980408 @default.
• W3206577009 cites W1716659877 @default.
• W3206577009 cites W2076080066 @default.
• W3206577009 cites W2085281262 @default.
• W3206577009 cites W2105868141 @default.
• W3206577009 cites W2137983211 @default.
• W3206577009 cites W2143729023 @default.
• W3206577009 cites W2183097636 @default.
• W3206577009 cites W2346154054 @default.
• W3206577009 cites W2376409937 @default.
• W3206577009 cites W2408952348 @default.
• W3206577009 cites W2469797310 @default.
• W3206577009 cites W2511738007 @default.
• W3206577009 cites W2529402216 @default.
• W3206577009 cites W2604599742 @default.
• W3206577009 cites W2776656643 @default.
• W3206577009 cites W2808148247 @default.
• W3206577009 cites W2906229647 @default.
• W3206577009 cites W2921299743 @default.
• W3206577009 cites W2980216212 @default.
• W3206577009 cites W2996037775 @default.
• W3206577009 cites W3005345376 @default.
• W3206577009 cites W3028058884 @default.
• W3206577009 cites W3034589870 @default.
• W3206577009 cites W3034713808 @default.
• W3206577009 cites W3034801427 @default.
• W3206577009 cites W3035091714 @default.
• W3206577009 cites W3095476505 @default.
• W3206577009 cites W3095719114 @default.
• W3206577009 cites W3105416263 @default.
• W3206577009 cites W3121331083 @default.
• W3206577009 cites W3134592264 @default.
• W3206577009 cites W3168083944 @default.
• W3206577009 cites W3169989728 @default.
• W3206577009 cites W3181427542 @default.
• W3206577009 cites W3206086562 @default.
• W3206577009 cites W3207596165 @default.
• W3206577009 cites W65854435 @default.
• W3206577009 cites W1606754933 @default.
• W3206577009 doi "https://doi.org/10.33012/2021.17990" @default.
• W3206577009 hasPublicationYear "2021" @default.
• W3206577009 type Work @default.
• W3206577009 sameAs 3206577009 @default.
• W3206577009 citedByCount "2" @default.
• W3206577009 countsByYear W32065770092022 @default.
• W3206577009 crossrefType "proceedings-article" @default.
• W3206577009 hasAuthorship W3206577009A5042526779 @default.
• W3206577009 hasAuthorship W3206577009A5051240427 @default.
• W3206577009 hasAuthorship W3206577009A5079042851 @default.
• W3206577009 hasAuthorship W3206577009A5082984385 @default.
• W3206577009 hasConcept C105795698 @default.
• W3206577009 hasConcept C11413529 @default.
• W3206577009 hasConcept C115051666 @default.
• W3206577009 hasConcept C127162648 @default.
• W3206577009 hasConcept C139945424 @default.
• W3206577009 hasConcept C154910267 @default.
• W3206577009 hasConcept C154945302 @default.
• W3206577009 hasConcept C161218011 @default.
• W3206577009 hasConcept C2776015439 @default.
• W3206577009 hasConcept C33923547 @default.
• W3206577009 hasConcept C41008148 @default.
• W3206577009 hasConcept C49456836 @default.
• W3206577009 hasConcept C50644808 @default.
• W3206577009 hasConcept C5297727 @default.
• W3206577009 hasConcept C555944384 @default.
• W3206577009 hasConcept C76155785 @default.
• W3206577009 hasConcept C79403827 @default.
• W3206577009 hasConceptScore W3206577009C105795698 @default.
• W3206577009 hasConceptScore W3206577009C11413529 @default.
• W3206577009 hasConceptScore W3206577009C115051666 @default.
• W3206577009 hasConceptScore W3206577009C127162648 @default.
• W3206577009 hasConceptScore W3206577009C139945424 @default.
• W3206577009 hasConceptScore W3206577009C154910267 @default.
• W3206577009 hasConceptScore W3206577009C154945302 @default.
• W3206577009 hasConceptScore W3206577009C161218011 @default.
• W3206577009 hasConceptScore W3206577009C2776015439 @default.
• W3206577009 hasConceptScore W3206577009C33923547 @default.
• W3206577009 hasConceptScore W3206577009C41008148 @default.
• W3206577009 hasConceptScore W3206577009C49456836 @default.
• W3206577009 hasConceptScore W3206577009C50644808 @default.
• W3206577009 hasConceptScore W3206577009C5297727 @default.
• W3206577009 hasConceptScore W3206577009C555944384 @default.
• W3206577009 hasConceptScore W3206577009C76155785 @default.
• W3206577009 hasConceptScore W3206577009C79403827 @default.
• W3206577009 hasLocation W32065770091 @default.
• W3206577009 hasOpenAccess W3206577009 @default.
• W3206577009 hasPrimaryLocation W32065770091 @default.
• W3206577009 hasRelatedWork W1987069143 @default.
• W3206577009 hasRelatedWork W1998718096 @default.
• W3206577009 hasRelatedWork W2056180126 @default.
• W3206577009 hasRelatedWork W2090219811 @default.

• next