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oj-sp-2025-tvar-tracker

A record of the code used to produce the results submitted to OJSP 2025.

https://github.com/ralphmcdougall/oj-sp-2025-tvar-tracker

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 1 DOI reference(s) in README
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    Academic publication links
    Links to: ieee.org
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    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.6%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

A record of the code used to produce the results submitted to OJSP 2025.

Basic Info
  • Host: GitHub
  • Owner: RalphMcDougall
  • License: gpl-3.0
  • Language: Python
  • Default Branch: main
  • Size: 10.1 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README.md

OJ-SP-2025-TVAR-Tracker

A record of the code used to produce the results for our paper in the IEEE Open Journal of Signal Processing. The paper is available open source here. The results of this project were presented at the International Conference on Acoustics Speech and Signal Processing (ICASSP) in Hyderabad, India, in April 2025.

If you use or copy any of the code in this repository, please cite our paper as indicated:

R. J. McDougall and S. J. Godsill, "Target Tracking Using a Time-Varying Autoregressive Dynamic Model," in IEEE Open Journal of Signal Processing, vol. 6, pp. 147-155, 2025, doi: 10.1109/OJSP.2025.3528896.

Code structure

The experiments in our paper can be replicated by running either test_batch_ojsp_tv.py or test_batch_ojsp_proper_cv.py. The datasets are provided in /datasets. The details of how these were generated can be found in /data_generation_scripts.

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
title: "Target Tracking Using a Time-Varying Autoregressive Dynamic Model"
type: software
authors:
  - family-names: McDougall
    given-names: Ralph J. 
    orcid: https://orcid.org/0009-0006-8041-5522
  - family-names: Godsill
    given-names: Simon J.
    orcid: https://orcid.org/0000-0001-9522-9681
version: 1.0.0
preferred-citation:
  title: "Target Tracking Using a Time-Varying Autoregressive Dynamic Model"
  authors:
    - family-names: McDougall
      given-names: Ralph J. 
      orcid: https://orcid.org/0009-0006-8041-5522
    - family-names: Godsill
      given-names: Simon J.
      orcid: https://orcid.org/0000-0001-9522-9681
  doi: "10.1109/OJSP.2025.3528896"
  type: article
  journal: "IEEE Open Journal of Signal Processing"
  pages: "147-155"
  year: "2025"
  volume: "6"  

date-released: 2025-01-14

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