Extended Solution To Multiple Maneuvering Target Tracking

Y. N. Chung, D. L. Gustafson, E. Emre

研究成果: Article同行評審

5 引文 斯高帕斯(Scopus)

摘要

An improved algorithm for tracking multiple maneuvering targets is presented. This approach is implemented with an approximate adaptive filter consisting of the 1-step conditional maximumlikelihood technique together with the extended Kalman filter and an adaptive maneuvering compensator. In order to avoid the extra computational burden of considering events with negligible probability, a validation matrix is defined in the tracking structure. Via this approach, both data association and target maneuvering problems can be solved simultaneously Detailed Monte-Carlo simulations of the algorithm for many tracking situations are described. Computer simulation results indicate that this approach successfully tracks multiple maneuvering targets over a wide range of conditions.

原文English
頁(從 - 到)876-887
頁數12
期刊IEEE Transactions on Aerospace and Electronic Systems
26
發行號5
DOIs
出版狀態Published - 1990 九月

All Science Journal Classification (ASJC) codes

  • Aerospace Engineering
  • Electrical and Electronic Engineering

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