Title :
Multitarget list Viterbi tracking algorithm
Author :
Perry, Richard ; Vaddiraju, Anand ; Buckley, Kevin
Author_Institution :
Dept. of Electr. & Comput. Eng., Villanova Univ., PA, USA
Abstract :
We present an approach to multitarget tracking algorithm development. The approach is based on a trellis diagram which depicts the possible progressions of sequences of location measurements, over time. Resulting algorithms are sequential and very flexible in that the approach can handle multiple tracks, track initiation, missed detections, false alarms, and various performance cost functions, while managing computation cost by pruning based on track feasibility. The output of a resulting algorithm can be either a single best set of K tracks, or a list of L best best sets of K tracks. The latter is useful, for example, in data fusion where information from other platforms can be used to select one set from the list.
Keywords :
radar tracking; sensor fusion; target tracking; computation cost; data fusion; false alarms; location measurements; missed detections; multiple tracks; multitarget list Viterbi tracking algorithm; performance cost functions; track initiation; trellis diagram; Bayesian methods; Computational efficiency; Cost function; Radar detection; Radar tracking; Signal processing algorithms; Target tracking; Technological innovation; Time measurement; Viterbi algorithm;
Conference_Titel :
Signals, Systems & Computers, 1998. Conference Record of the Thirty-Second Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5148-7
DOI :
10.1109/ACSSC.1998.750901