IMMPDAF for radar management and tracking benchmark with ECM
- 1 January 1998
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Aerospace and Electronic Systems
- Vol. 34 (4), 1115-1134
- https://doi.org/10.1109/7.722696
Abstract
A framework is presented for controlling a phased array radar for tracking highly maneuvering targets in the presence of false alarms (FAs) and electronic countermeasures (ECMs). Algorithms are presented for track formation and maintenance; adaptive selection of target revisit interval, waveform and detection threshold; and neutralizing techniques for ECM, namely, against a standoff jammer (SOJ) and range gate pull off (RGPO). The interacting multiple model (IMM) estimator in combination with the probabilistic data association (PDA) technique is used for tracking. A constant false alarm rate (CFAR) approach is used to adaptively select the detection threshold and radar waveform, countering the effect of jammer-induced false measurements. The revisit interval is selected adaptively, based on the predicted angular innovation standard deviations. This tracker/radar-resource-allocator provides a complete solution to the benchmark problem for target tracking and radar control. Simulation results show an average sampling interval of about 2.5 s while maintaining a track loss less than the maximum allowed 4%.Keywords
This publication has 13 references indexed in Scilit:
- Benchmark problem for beam pointing control of phased array radar against maneuvering targetsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Adaptive beam pointing control of a phased array radar using an IMM estimatorPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- IMM/MHT tracking and data association for benchmark tracking problemPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Benchmark problem for beam pointing control of phased array radar against maneuvering targets in the presence of ECM and false alarmsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Adaptive beam pointing control of a phased array radar in the presence of ECM and false alarms using IMMPDAFPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2005
- Benchmark for radar allocation and tracking in ECMIEEE Transactions on Aerospace and Electronic Systems, 1998
- "Multitarget-Musitisensor Tracking; Principles and Techniques" [Book Review]IEEE Aerospace and Electronic Systems Magazine, 1996
- Tracking with debiased consistent converted measurements versus EKFIEEE Transactions on Aerospace and Electronic Systems, 1993
- Interacting multiple model tracking with target amplitude featureIEEE Transactions on Aerospace and Electronic Systems, 1993
- Design of an interacting multiple model algorithm for air traffic control trackingIEEE Transactions on Control Systems Technology, 1993