Title :
Inter-leaved filter structure using IMM for handling measurement association uncertainty in high clutter density
Author :
Sharma, Manuj ; Veeraraghavan, S. ; Sagayaraj, M. Justin
Author_Institution :
Electron. & Radar Dev. Establ., Bangalore
Abstract :
The interleaved IMM filter structure presented in the paper is an improvement over the conventional IMM filter especially in high clutter density scenarios. The algorithm uses interleaving of the measurements in two parallel IMM filters. The performance benefits are in terms of lesser number of miscorrelations and false tracks i.e extended track life in high clutter density.
Keywords :
correlation methods; probability; target tracking; tracking filters; high clutter density; interleaved IMM filter structure; measurement association uncertainty;
Conference_Titel :
Target Tracking: Algorithms and Applications, 2006. The IEE Seminar on (Ref. No. 2006/11359)
Conference_Location :
Birmingham
Print_ISBN :
0-86341-608-X