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Asynchronous track-to-track association algorithm based on reference topology feature

Sonmez, Hasan Huseyin; Hocaoglu, Ali Koksal


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{
  "@context": "https://schema.org/", 
  "@id": 236868, 
  "@type": "ScholarlyArticle", 
  "creator": [
    {
      "@type": "Person", 
      "affiliation": "Gebze Tech Univ, Dept Elect Engn, TR-41400 Kocaeli, Turkey", 
      "name": "Sonmez, Hasan Huseyin"
    }, 
    {
      "@type": "Person", 
      "affiliation": "Gebze Tech Univ, Dept Elect Engn, TR-41400 Kocaeli, Turkey", 
      "name": "Hocaoglu, Ali Koksal"
    }
  ], 
  "datePublished": "2022-01-01", 
  "description": "In multi-sensor multi-target tracking systems, the different sensors provide their detections at different times due to having different sampling periods or communication delays. Therefore, for track-to-track association algorithms, it is not realistic to assume that sensors are synchronous. In this paper, we propose an asynchronous track-to-track association algorithm based on reference topology feature. For synchronization of sensor tracks, a one-step, memoryless track propagation scheme is used. The proposed method handles both the asynchronous and synchronous sensors. An improved performance is achieved by using the generalized sub-patterns assignment metric to calculate the association costs between two reference topologies. The proposed algorithm also provides an improved performance for the synchronized sensors case.", 
  "headline": "Asynchronous track-to-track association algorithm based on reference topology feature", 
  "identifier": 236868, 
  "image": "https://aperta.ulakbim.gov.tr/static/img/logo/aperta_logo_with_icon.svg", 
  "license": "http://www.opendefinition.org/licenses/cc-by", 
  "name": "Asynchronous track-to-track association algorithm based on reference topology feature", 
  "url": "https://aperta.ulakbim.gov.tr/record/236868"
}
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