Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:41.030423Z
Paper Citation Record · LEDGER
As of 19 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2508.12330.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T17:25:41.030423Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
49 of 49 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8f6e8065-b3ce-4a01-b19c-10ec95b9eaed · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cd7e512-8a6d-4da8-8f0e-26b7fa02db6b · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Advanced radar sensor ars540
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 95f349b8-1ed8-4f82-93c9-4b223e067ebf · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Automated driving functions: Zf captures contract for 4d full-range radar with chinese oem, 2021
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 55009df4-2619-4460-9bcb-fd4b187162ac · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection GPS-IMU Sensor Fusion for Reliable Autonomous Vehicle Position Estimation
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fad0f543-d445-4813-8ca5-610da7560ad4 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Milli-rio: Ego-motion estimation with low-cost millimetre-wave radar
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a045aed0-5298-4c56-905a-77f21bde13cd · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radars | advanced safety
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3c137ebc-8ba6-4847-87df-f65f5ed191b9 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radar transformer: An object classification network based on 4d mmw imaging radar
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cf3f38f3-c399-4228-9cc0-c5b319c04b06 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radsimreal: Bridging the gap between synthetic and real data in radar object detection with simulation
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dca7bfa1-8d52-4caf-baad-9ce605a67fd2 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection nuscenes: A multimodal dataset for autonomous driving
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3574be44-cd16-473c-8b02-ed8f2a0232e2 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Fundamentals of high accuracy inertial navigation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d5c9fe4c-5927-4604-a5b4-efc1edfab9fd · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Pixset: An opportunity for 3d computer vision to go beyond point clouds with a full-waveform lidar dataset
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7a5a9bfc-590a-4161-9a70-9ea70a64b64a · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Probabilistic oriented object detection in automotive radar
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aa768850-e068-44e9-a061-4102aa60562a · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Carla: An open urban driving simulator
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6618fc9d-b0bd-4958-aaba-95761c81e6f2 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection The global positioning system and inertial navigation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27ddba74-f669-449a-ae49-0ae9f09779e9 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radargnn: Transformation invariant graph neural network for radar-based perception
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ce8c0db9-7e63-4c52-b814-9cb6fda21fa2 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection A survey of automotive radar and lidar signal processing and architectures
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e50bae2d-2840-47ec-b93c-2f7a4d85ce06 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Boostrad: Enhancing object detection by boosting radar reflections
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b3d410df-4eb5-4bf2-afd0-67a523ce91d2 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection An overview of sensors in autonomous vehicles
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 53a17bc3-05c6-4d11-89f0-024bdad68d41 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Instantaneous ego-motion estimation using doppler radar
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f8f07e31-e32b-4a93-af60-c21bce78408c · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Yolo-based simultaneous target detection and classification in automotive fmcw radar systems
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 51724f79-5ce1-4b10-9ac0-8192fdf51dda · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Pointpillars: Fast encoders for object detection from point clouds
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff46fc47-50ee-4298-8314-3c602c835d2e · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Feature pyramid networks for object detection
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ea8363df-f66f-454b-8d24-c5ca50b35618 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Spatial multi-representation fusion for 3d object detection with 4d imaging radar., 2023
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 834172ed-38e0-434a-af5f-0766cc732f41 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radar for Fully Autonomous Driving
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dab43071-0462-40a0-8b39-2b25a77fdbb1 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection A review of sensor technologies for perception in automated driving
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9586fe0b-1b05-4eda-a10a-730d51656f85 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection aiMotive Dataset: A Multimodal Dataset for Robust Autonomous Driving with Long-Range Perception
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71c1dd9c-e568-44f0-8f8c-7c0df2657217 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Automotive radar dataset for deep learning based 3d object detection
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation adb80624-0fd2-48fe-bd34-3a452486dee0 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Enhanced k-radar: Optimal density reduction to improve detection performance and accessibility of 4d radar tensor-based object detection
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0fa99553-cd19-4212-b22d-0350126759aa · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Multi-class road user detection with 3+ 1d radar in the view-of-delft dataset
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6fc96070-714a-481b-88c6-1f9f92f7a6bb · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Nvradarnet: Real-time radar obstacle and free space detection for autonomous driving
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b3834d51-0972-4c71-91a6-1a1ced852a0c · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection A fast probabilistic ego-motion estimation framework for radar
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 620f78a0-a0a9-49c4-abf1-6dacdc0dd34e · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Raw high-definition radar for multi-task learning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 57afb6e1-0fae-4318-943c-5d40f262bc32 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radar cfar thresholding in clutter and multiple target situations
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3dd3ea43-d9b4-4004-92b0-c801fbe1273f · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Road scene understanding by occupancy grid learning from sparse radar clusters using semantic segmentation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation aa18a24f-2802-4098-805c-4b94578018eb · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Front radar sensor
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4fb21c63-ff29-45b4-b2d6-b674df8ae396 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Global positioning system: theory and applications, volume I
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 60ed9fb3-1578-4175-9da0-71e00ad3a29a · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Mimo radar for advanced driver-assistance systems and autonomous driving: Advantages and challenges
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a78fcce2-6194-4db3-a1cd-973740ef1b27 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Radar-pointgnn: Graph based object recognition for unstructured radar point-cloud data
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 11c85456-d16a-4e48-93f2-35b553d9fd26 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection 3-d object detection for multiframe 4-d automotive millimeter-wave radar point cloud
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 98785498-3f8b-4c49-be54-60e8337f7007 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection o hler, Daniel Niederl \
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9a56db5e-8123-4b85-8c86-b0ac9b853ba3 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Rpfa-net: A 4d radar pillar feature attention network for 3d object detection
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4828a194-6fed-4d8a-a68b-cbb700af1db5 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Pixor: Real-time 3d object detection from point clouds
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f08873a0-3144-4ffc-949b-37cb34590bd8 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Mask4former: Mask transformer for 4d panoptic segmentation
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c7c23a3e-6960-41bf-ace9-a736e982e88a · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection A survey of autonomous driving: Common practices and emerging technologies
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0ac4e6b1-c2b9-4577-a3b6-72e56f07b0e1 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Raddet: Range-azimuth-doppler based radar object detection for dynamic road users
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a77d23f0-0000-48c5-885b-26d66623736c · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Object detection and 3d estimation via an fmcw radar using a fully convolutional network
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e2ff6a30-2624-4ea5-aefa-bf5575720784 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Tj4dradset: A 4d radar dataset for autonomous driving
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ae526f6f-c02c-4af6-a824-588051fb572f · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Rcfusion: Fusing 4-d radar and camera with bird’s-eye view features for 3-d object detection
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b84163ed-4856-4ccd-8916-82ac850ebac4 · outbound
DoppDrive: Doppler-Driven Temporal Aggregation for Improved Radar Object Detection Mmw radar-based technologies in autonomous driving: A review
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
No inbound Pith citation observations are available.