Title :
A new pulse deinterleaving algorithm based on Multiple Hypothesis Tracking
Author :
Liu, Jingyao ; Meng, Huadong ; Wang, Xiqin
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
The main function of ESM is to receive, measure, deinterleave pulses and then identify alternative threaten emitters, among which pulse deinterleaving process is significantly difficult and important. Dense electromagnetic environments cause an ESM to receive a seemingly total random pulse stream with large noise. The traditional algorithms have behaved weak and unstable under the rather severe situation, so we propose a new pulse deinterleaving approach based on Multiple Hypothesis Tracking method in target tracking system. Simulation results have shown that the algorithm can perform PRI estimation and pulse recognition with high precision. Moreover, the algorithm is proved to be considerably robust and reliable even with large observation noise and PRI jitter at a missing rate up to 25%.
Keywords :
electronic warfare; radar tracking; target tracking; ESM; dense electromagnetic environment; electronic support measure; multiple hypothesis tracking; pulse deinterleaving algorithm; target tracking; EMP radiation effects; Electromagnetic interference; Electromagnetic measurements; Histograms; Pulse measurements; Radar equipment; Radar measurements; Radar tracking; Target tracking; Working environment noise; Kalman filter; MHT method; pulse deinterleave; tracking system;
Conference_Titel :
Radar Conference - Surveillance for a Safer World, 2009. RADAR. International
Conference_Location :
Bordeaux
Print_ISBN :
978-2-912328-55-7