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Radar pipeline update #10679

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@technolojin

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@technolojin

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  • I've read the contribution guidelines.
  • I've searched other issues and no duplicate issues were found.
  • I've agreed with the maintainers that I can plan this task.

Description

Since a new radar is supported https://github.com/tier4/nebula/releases/tag/v0.2.6, tracked object from radar ECU
became reliable.
Update the radar pipeline to fully utilize tracked object of radar ECU

TIER IV INTERNAL

requirement

Purpose

Remove redundant filters and processes of radar pipeline, so that the radar tracked object could be used without drawback.

Possible approaches

Radar objects are published in both detected objects and tracked objects.

  1. use detected objects and implement tracker of autoware
  2. use tracked objects to utilize tracker information from radar

Definition of done

Integrate radar tracked object pipeline.

Support tracked object

  • autoware_simple_object_merger
  • lanelet filter (autoware_detected_object_validation)

Revise algorithm

Remove unused packages to reduce maintenance cost.

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component:perceptionAdvanced sensor data processing and environment understanding. (auto-assigned)type:improvementProposed enhancement

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To Triage

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