Sequential processing JIPDA for multitarget tracking in clutter using multistatic passive radar
- Title
- Sequential processing JIPDA for multitarget tracking in clutter using multistatic passive radar
- Author
- 송택렬
- Keywords
- Multistatic Passive Radar; DAB/DVB; MJIPDA; SP-JIPDA; FTD
- Issue Date
- 2016-07
- Publisher
- IEEE
- Citation
- 2016 19th International Conference on Information Fusion (FUSION), Page. 711-718
- Abstract
- The target tracking using multistatic passive radar in a digital audio/video broadcast (DAB/DVB) network with uncertain illuminators of opportunity faces two main challenges: one is the three-dimensional (3-D) data association problem among the target-measurement-illuminator due to the uncertainty of illuminators of opportunity; the other is that only the bistatic range and range-rate measurements are available since the angle information is unavailable or of very poor quality. In this paper, the authors propose two tracking algorithms directly in a two dimensional (2-D) Cartesian coordinates with the capability of false track discrimination (FTD) using the probability of target existence: the modified joint integrated data association (MJIPDA) and the sequential processing joint integrated data association (SP-JIPDA). The MJIPDA algorithm is enhanced based on the existing MJPDA algorithm by using the probability of target existence for FTD. The SP-JIPDA algorithm sequentially operates the JIPDA tracker to update each track for each illuminator with all the measurements in the common measurement set at each time. A simulation study is performed to verify the validity of both algorithms in this multistatic passive radar system.
- URI
- https://ieeexplore.ieee.org/document/7527957/https://repository.hanyang.ac.kr/handle/20.500.11754/102592
- ISBN
- 978-0-9964-5274-8
- Appears in Collections:
- COLLEGE OF ENGINEERING SCIENCES[E](공학대학) > ELECTRICAL ENGINEERING(전자공학부) > Articles
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