Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313165713> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4313165713 abstract "Detection and Classification of multiclass objects like moving humans, and moving vehicles plays a major role in Border surveillance to detect the threats caused by our enemies. The use of millimeter wave radar sensors in multiclass classification algorithms is of great significance since the sensor maintains to be robust in severe weather like fog, snow, etc. In this paper, Frequency modulated continuous wave (FMCW) radar operating at 60-64 GHz is used as the sensor to detect and classify objects. The main objective of the paper is to extract the features from the point cloud information and classify the object using the Bagged ensemble model. To verify the validity and robustness of the proposed feature vector, two datasets have been used, one for moving humans and another for moving vehicles. The dataset is taken for humans and vehicles at different distances, velocities, and angles. Experimental results show that the proposed ML algorithm achieves higher classification accuracy than a conventional method based on signal features like velocity and signal strength." @default.
- W4313165713 created "2023-01-06" @default.
- W4313165713 creator A5000521797 @default.
- W4313165713 creator A5022802835 @default.
- W4313165713 creator A5022957714 @default.
- W4313165713 creator A5049819029 @default.
- W4313165713 date "2022-10-08" @default.
- W4313165713 modified "2023-09-28" @default.
- W4313165713 title "Feature Extraction and Classification of Objects Using ML Model for FMCW Radar Signal" @default.
- W4313165713 cites W1978226972 @default.
- W4313165713 cites W2036721747 @default.
- W4313165713 cites W2131323740 @default.
- W4313165713 cites W2133984628 @default.
- W4313165713 cites W2163272476 @default.
- W4313165713 cites W2509262726 @default.
- W4313165713 cites W3014710106 @default.
- W4313165713 cites W3028043782 @default.
- W4313165713 cites W3177118333 @default.
- W4313165713 doi "https://doi.org/10.1109/icccmla56841.2022.9989294" @default.
- W4313165713 hasPublicationYear "2022" @default.
- W4313165713 type Work @default.
- W4313165713 citedByCount "0" @default.
- W4313165713 crossrefType "proceedings-article" @default.
- W4313165713 hasAuthorship W4313165713A5000521797 @default.
- W4313165713 hasAuthorship W4313165713A5022802835 @default.
- W4313165713 hasAuthorship W4313165713A5022957714 @default.
- W4313165713 hasAuthorship W4313165713A5049819029 @default.
- W4313165713 hasConcept C104317684 @default.
- W4313165713 hasConcept C10929652 @default.
- W4313165713 hasConcept C12267149 @default.
- W4313165713 hasConcept C131979681 @default.
- W4313165713 hasConcept C153180895 @default.
- W4313165713 hasConcept C154945302 @default.
- W4313165713 hasConcept C185592680 @default.
- W4313165713 hasConcept C205649164 @default.
- W4313165713 hasConcept C2776151529 @default.
- W4313165713 hasConcept C31972630 @default.
- W4313165713 hasConcept C41008148 @default.
- W4313165713 hasConcept C52622490 @default.
- W4313165713 hasConcept C554190296 @default.
- W4313165713 hasConcept C55493867 @default.
- W4313165713 hasConcept C59584813 @default.
- W4313165713 hasConcept C62649853 @default.
- W4313165713 hasConcept C63479239 @default.
- W4313165713 hasConcept C76155785 @default.
- W4313165713 hasConceptScore W4313165713C104317684 @default.
- W4313165713 hasConceptScore W4313165713C10929652 @default.
- W4313165713 hasConceptScore W4313165713C12267149 @default.
- W4313165713 hasConceptScore W4313165713C131979681 @default.
- W4313165713 hasConceptScore W4313165713C153180895 @default.
- W4313165713 hasConceptScore W4313165713C154945302 @default.
- W4313165713 hasConceptScore W4313165713C185592680 @default.
- W4313165713 hasConceptScore W4313165713C205649164 @default.
- W4313165713 hasConceptScore W4313165713C2776151529 @default.
- W4313165713 hasConceptScore W4313165713C31972630 @default.
- W4313165713 hasConceptScore W4313165713C41008148 @default.
- W4313165713 hasConceptScore W4313165713C52622490 @default.
- W4313165713 hasConceptScore W4313165713C554190296 @default.
- W4313165713 hasConceptScore W4313165713C55493867 @default.
- W4313165713 hasConceptScore W4313165713C59584813 @default.
- W4313165713 hasConceptScore W4313165713C62649853 @default.
- W4313165713 hasConceptScore W4313165713C63479239 @default.
- W4313165713 hasConceptScore W4313165713C76155785 @default.
- W4313165713 hasFunder F4320314132 @default.
- W4313165713 hasLocation W43131657131 @default.
- W4313165713 hasOpenAccess W4313165713 @default.
- W4313165713 hasPrimaryLocation W43131657131 @default.
- W4313165713 hasRelatedWork W1602592726 @default.
- W4313165713 hasRelatedWork W1999222583 @default.
- W4313165713 hasRelatedWork W2126100045 @default.
- W4313165713 hasRelatedWork W2336974148 @default.
- W4313165713 hasRelatedWork W2381773606 @default.
- W4313165713 hasRelatedWork W3145385008 @default.
- W4313165713 hasRelatedWork W4225360039 @default.
- W4313165713 hasRelatedWork W4292829955 @default.
- W4313165713 hasRelatedWork W2187500075 @default.
- W4313165713 hasRelatedWork W2345184372 @default.
- W4313165713 isParatext "false" @default.
- W4313165713 isRetracted "false" @default.
- W4313165713 workType "article" @default.