Auxiliary Particle Filter Track-Before-Detect Based on Optimized Genetic Re-sampling

ZHANG Chunjing; LIU Xiaoming

doi:10.3969/j.issn.1671-637x.2022.01.005

[1] HU K Q,WANG P B,ZHOU I K,et al.Weak target tracking based on improved particle filter algorithm［C］// IGARSS IEEE International Geoscience and Remote Sensing Symposium.Valencia:IEEE,2018:2769-2772.

[2] GUERRAOU Z,KHENCHAF A,COMBLET F,et al.Particle filter track-before-detect for target detection and tracking from marine radar data［C］//IEEE Conference on Antenna Measurements & Applications (CAMA).Bali Island: IEEE,2019.doi:10.1109/CAMA47423.2019.8959750.

[3] JIA L,LI M,XING L,et al.An improved particle filter for DIM radar target detection and tracking［C］//IET International Radar Conference.Xian:IET,2013:1-5.

[4] SUN J P,LU Y,ZHANG Z G.H-PMHT track-before-detect method using Markov chain Monte Carlo particle filter［C］//The 11th International Congress on Image and Signal Processing,BioMedical Engineering and Informatics (CISP-BMEI).Beijing:CISP-BMEI,2018:1-9.

[6] RAJAM G,SANDEEPTHA P,SUDHEESH P.Channel estimation for high speed wireless systems using Gaussian particle filter and auxiliary particle filter［C］//International Conference on Communication & Signal Processing.New Delhi:ICCSP.2019:744-748.

[11] KNEDLER B,BRETJE M,KCH W.A particle filter for track-before-detect in GSM passive coherent location［C］//IEEE Radar Conference.Boston:IEEE, 2019:1-6.

[12] WANG W,TAN Q K,CHEN J,et al.Particle filter based on improved genetic algorithm resampling［C］//Chinese Guidance,Navigation and Control Conference (CGNCC).Beijing:IEEE,2017:346-350.

[13] LIU C Y,JING J,XUN F,et al.PF-TBD algorithm based on PSO［C］//CIE International Conference on Radar.Guangzhou:IEEE,2016:1-5.

[15] LEPOUTRE A,RABASTE O,LE GLAND F.Optimized instrumental density for particle filter in track-before-detect［C］//The 9th IET Data Fusion Target Tracking Conference (DF&TT 2012):Algorithms & Applications. London:IEEE,2012:1-6.