Matches in SemOpenAlex for { <https://semopenalex.org/work/W3036700753> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W3036700753 abstract "LED marking systems are currently becoming key elements of every Smart Transport System. Ensuring proper level of security, protection and continuity of failure-free operation seems to be not a completely solved issue. In the article, a system is present allowing to detect different types of anomalies and failures/damage in critical infrastructure of railway transport realized by means of Power Line Communication. There is also described the structure of the examined LED Sign Communications Network. Other discussed topics include significant security problems and maintenance of LED sign system which have direct impact on correct operation of critical communication infrastructure. A two-stage method of anomaly/damage detection is proposed. In the first step, all the outlying observations are detected and eliminated from the analysed network traffic parameters by means of the Cook’s distance. So prepared data is used in stage two to create models on the basis of autoregressive neural network describing variability of the analysed LED Sign Communications Network parameters. Next, relations between the expected network traffic and its real variability are examined in order to detect abnormal behaviour which could indicate an attempt of an attack or failure/damage. There is also proposed a procedure of recurrent learning of the exploited neural networks in case there emerge significant fluctuations in the real PLC traffic. A number of scientific research was realized, which fully confirmed efficiency of the proposed solution and accuracy of autoregressive type of neural network for prediction of the analysed time series." @default.
- W3036700753 created "2020-06-25" @default.
- W3036700753 creator A5009375936 @default.
- W3036700753 creator A5088700442 @default.
- W3036700753 date "2020-01-01" @default.
- W3036700753 modified "2023-10-01" @default.
- W3036700753 title "Maintenance and Security System for PLC Railway LED Sign Communication Infrastructure" @default.
- W3036700753 cites W1514476785 @default.
- W3036700753 cites W1643663407 @default.
- W3036700753 cites W1994321829 @default.
- W3036700753 cites W2097759626 @default.
- W3036700753 cites W2108537597 @default.
- W3036700753 cites W2110052353 @default.
- W3036700753 cites W2111184007 @default.
- W3036700753 cites W2142960677 @default.
- W3036700753 cites W2443352794 @default.
- W3036700753 cites W2562226287 @default.
- W3036700753 cites W2587406630 @default.
- W3036700753 cites W2595981893 @default.
- W3036700753 cites W2606587636 @default.
- W3036700753 cites W2741176887 @default.
- W3036700753 cites W2774522941 @default.
- W3036700753 doi "https://doi.org/10.1007/978-3-030-50423-6_13" @default.
- W3036700753 hasPublicationYear "2020" @default.
- W3036700753 type Work @default.
- W3036700753 sameAs 3036700753 @default.
- W3036700753 citedByCount "0" @default.
- W3036700753 crossrefType "book-chapter" @default.
- W3036700753 hasAuthorship W3036700753A5009375936 @default.
- W3036700753 hasAuthorship W3036700753A5088700442 @default.
- W3036700753 hasBestOaLocation W30367007531 @default.
- W3036700753 hasConcept C121332964 @default.
- W3036700753 hasConcept C124101348 @default.
- W3036700753 hasConcept C127413603 @default.
- W3036700753 hasConcept C132885549 @default.
- W3036700753 hasConcept C134306372 @default.
- W3036700753 hasConcept C139676723 @default.
- W3036700753 hasConcept C147176958 @default.
- W3036700753 hasConcept C149782125 @default.
- W3036700753 hasConcept C154945302 @default.
- W3036700753 hasConcept C159877910 @default.
- W3036700753 hasConcept C162324750 @default.
- W3036700753 hasConcept C163258240 @default.
- W3036700753 hasConcept C192126672 @default.
- W3036700753 hasConcept C33923547 @default.
- W3036700753 hasConcept C38652104 @default.
- W3036700753 hasConcept C41008148 @default.
- W3036700753 hasConcept C47796450 @default.
- W3036700753 hasConcept C50644808 @default.
- W3036700753 hasConcept C62520636 @default.
- W3036700753 hasConcept C739882 @default.
- W3036700753 hasConcept C76155785 @default.
- W3036700753 hasConcept C79403827 @default.
- W3036700753 hasConceptScore W3036700753C121332964 @default.
- W3036700753 hasConceptScore W3036700753C124101348 @default.
- W3036700753 hasConceptScore W3036700753C127413603 @default.
- W3036700753 hasConceptScore W3036700753C132885549 @default.
- W3036700753 hasConceptScore W3036700753C134306372 @default.
- W3036700753 hasConceptScore W3036700753C139676723 @default.
- W3036700753 hasConceptScore W3036700753C147176958 @default.
- W3036700753 hasConceptScore W3036700753C149782125 @default.
- W3036700753 hasConceptScore W3036700753C154945302 @default.
- W3036700753 hasConceptScore W3036700753C159877910 @default.
- W3036700753 hasConceptScore W3036700753C162324750 @default.
- W3036700753 hasConceptScore W3036700753C163258240 @default.
- W3036700753 hasConceptScore W3036700753C192126672 @default.
- W3036700753 hasConceptScore W3036700753C33923547 @default.
- W3036700753 hasConceptScore W3036700753C38652104 @default.
- W3036700753 hasConceptScore W3036700753C41008148 @default.
- W3036700753 hasConceptScore W3036700753C47796450 @default.
- W3036700753 hasConceptScore W3036700753C50644808 @default.
- W3036700753 hasConceptScore W3036700753C62520636 @default.
- W3036700753 hasConceptScore W3036700753C739882 @default.
- W3036700753 hasConceptScore W3036700753C76155785 @default.
- W3036700753 hasConceptScore W3036700753C79403827 @default.
- W3036700753 hasLocation W30367007531 @default.
- W3036700753 hasOpenAccess W3036700753 @default.
- W3036700753 hasPrimaryLocation W30367007531 @default.
- W3036700753 hasRelatedWork W10142509 @default.
- W3036700753 hasRelatedWork W11100131 @default.
- W3036700753 hasRelatedWork W14283786 @default.
- W3036700753 hasRelatedWork W1494332 @default.
- W3036700753 hasRelatedWork W15008180 @default.
- W3036700753 hasRelatedWork W3001634 @default.
- W3036700753 hasRelatedWork W637621 @default.
- W3036700753 hasRelatedWork W653746 @default.
- W3036700753 hasRelatedWork W7432053 @default.
- W3036700753 hasRelatedWork W8787759 @default.
- W3036700753 isParatext "false" @default.
- W3036700753 isRetracted "false" @default.
- W3036700753 magId "3036700753" @default.
- W3036700753 workType "book-chapter" @default.