Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891915332> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2891915332 endingPage "2429" @default.
- W2891915332 startingPage "2418" @default.
- W2891915332 abstract "This paper proposes an efficient road structure recognition method using statistical characteristics of received signals in automotive frequency-modulated continuous wave radar systems. Generally, roads consist of various structures, some of which, such as tunnels and soundproof walls made of iron, generate undesired echoes, called clutter. When the clutter flows into the radar system, the target detection performance cannot be guaranteed completely. This causes great danger to the driver using the radar function such as adaptive cruise control. Thus, an efficient method to recognize the structures that deteriorate the radar detection performance is desired. Depending on the types of road structures, frequency components of the received signals have distinctive distributions. Focusing on this point, parameters that reflect statistical properties of each distribution are extracted. These parameters can be used as standards for the recognition because they show different values according to the road structures. For more enhanced recognition, we use a support vector machine method with a linear classifier or a Gaussian kernel, and the resulting confusion matrices are derived. According to the results, the proposed method successfully classifies the structures with high accuracy. If the recognition of the road structures that degrade radar's function is performed effectively, the safety of the driver in the radar-equipped vehicle can be ensured by applying additional signal processing or giving a warning message to the driver." @default.
- W2891915332 created "2018-09-27" @default.
- W2891915332 creator A5021529299 @default.
- W2891915332 creator A5028977400 @default.
- W2891915332 creator A5064886857 @default.
- W2891915332 creator A5071694143 @default.
- W2891915332 date "2019-07-01" @default.
- W2891915332 modified "2023-10-16" @default.
- W2891915332 title "Statistical Characteristic-Based Road Structure Recognition in Automotive FMCW Radar Systems" @default.
- W2891915332 cites W1488131479 @default.
- W2891915332 cites W1556730419 @default.
- W2891915332 cites W1997975505 @default.
- W2891915332 cites W2023924691 @default.
- W2891915332 cites W2042036493 @default.
- W2891915332 cites W2055590061 @default.
- W2891915332 cites W2073703261 @default.
- W2891915332 cites W2073924329 @default.
- W2891915332 cites W2117318506 @default.
- W2891915332 cites W2119686286 @default.
- W2891915332 cites W2133689585 @default.
- W2891915332 cites W2157770256 @default.
- W2891915332 cites W2284520540 @default.
- W2891915332 cites W2432921710 @default.
- W2891915332 cites W2514823812 @default.
- W2891915332 cites W2592680288 @default.
- W2891915332 cites W2734871193 @default.
- W2891915332 cites W2754250837 @default.
- W2891915332 cites W4250589301 @default.
- W2891915332 doi "https://doi.org/10.1109/tits.2018.2865588" @default.
- W2891915332 hasPublicationYear "2019" @default.
- W2891915332 type Work @default.
- W2891915332 sameAs 2891915332 @default.
- W2891915332 citedByCount "34" @default.
- W2891915332 countsByYear W28919153322019 @default.
- W2891915332 countsByYear W28919153322020 @default.
- W2891915332 countsByYear W28919153322021 @default.
- W2891915332 countsByYear W28919153322022 @default.
- W2891915332 countsByYear W28919153322023 @default.
- W2891915332 crossrefType "journal-article" @default.
- W2891915332 hasAuthorship W2891915332A5021529299 @default.
- W2891915332 hasAuthorship W2891915332A5028977400 @default.
- W2891915332 hasAuthorship W2891915332A5064886857 @default.
- W2891915332 hasAuthorship W2891915332A5071694143 @default.
- W2891915332 hasConcept C10929652 @default.
- W2891915332 hasConcept C113168747 @default.
- W2891915332 hasConcept C12267149 @default.
- W2891915332 hasConcept C127413603 @default.
- W2891915332 hasConcept C132094186 @default.
- W2891915332 hasConcept C134406370 @default.
- W2891915332 hasConcept C153180895 @default.
- W2891915332 hasConcept C154945302 @default.
- W2891915332 hasConcept C161475128 @default.
- W2891915332 hasConcept C2775924081 @default.
- W2891915332 hasConcept C31972630 @default.
- W2891915332 hasConcept C41008148 @default.
- W2891915332 hasConcept C554190296 @default.
- W2891915332 hasConcept C59584813 @default.
- W2891915332 hasConcept C76155785 @default.
- W2891915332 hasConcept C87833898 @default.
- W2891915332 hasConceptScore W2891915332C10929652 @default.
- W2891915332 hasConceptScore W2891915332C113168747 @default.
- W2891915332 hasConceptScore W2891915332C12267149 @default.
- W2891915332 hasConceptScore W2891915332C127413603 @default.
- W2891915332 hasConceptScore W2891915332C132094186 @default.
- W2891915332 hasConceptScore W2891915332C134406370 @default.
- W2891915332 hasConceptScore W2891915332C153180895 @default.
- W2891915332 hasConceptScore W2891915332C154945302 @default.
- W2891915332 hasConceptScore W2891915332C161475128 @default.
- W2891915332 hasConceptScore W2891915332C2775924081 @default.
- W2891915332 hasConceptScore W2891915332C31972630 @default.
- W2891915332 hasConceptScore W2891915332C41008148 @default.
- W2891915332 hasConceptScore W2891915332C554190296 @default.
- W2891915332 hasConceptScore W2891915332C59584813 @default.
- W2891915332 hasConceptScore W2891915332C76155785 @default.
- W2891915332 hasConceptScore W2891915332C87833898 @default.
- W2891915332 hasFunder F4320322010 @default.
- W2891915332 hasFunder F4320334879 @default.
- W2891915332 hasIssue "7" @default.
- W2891915332 hasLocation W28919153321 @default.
- W2891915332 hasOpenAccess W2891915332 @default.
- W2891915332 hasPrimaryLocation W28919153321 @default.
- W2891915332 hasRelatedWork W2036391943 @default.
- W2891915332 hasRelatedWork W2104071580 @default.
- W2891915332 hasRelatedWork W2137087478 @default.
- W2891915332 hasRelatedWork W2141570987 @default.
- W2891915332 hasRelatedWork W2164860932 @default.
- W2891915332 hasRelatedWork W2547512259 @default.
- W2891915332 hasRelatedWork W2734615917 @default.
- W2891915332 hasRelatedWork W3214971438 @default.
- W2891915332 hasRelatedWork W4251811315 @default.
- W2891915332 hasRelatedWork W623976930 @default.
- W2891915332 hasVolume "20" @default.
- W2891915332 isParatext "false" @default.
- W2891915332 isRetracted "false" @default.
- W2891915332 magId "2891915332" @default.
- W2891915332 workType "article" @default.