A Novel Dynamic Programming Algorithm for Track-Before-Detect in Radar Systems

In this paper we present a novel procedure for multi-frame detection in radar systems. The proposed architecture consists of a pre-processing stage, which extracts a set of candidate alarms (or plots) from the raw data measurements (e.g., this can be the Detector and Plot-Extractor of common radar s...

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Bibliographic Details
Published in:	IEEE transactions on signal processing Vol. 61; no. 10; pp. 2608 - 2619
Main Authors:	Grossi, Emanuele, Lops, Marco, Venturino, Luca
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.05.2013 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Alarms Algorithms Applied sciences Complexity Detection, estimation, filtering, equalization, prediction Detector Dynamic programming Dynamical systems Dynamics Exact sciences and technology Heuristic algorithms Information theory Information, signal and communications theory Microprocessors multi-frame detection (MFD) plot extractor Radar Radar detection Radar systems Radar tracking Signal and communications theory Signal, noise Studies Target tracking Telecommunications and information theory track-before-detect (TBD) tracking Trajectory Performance evaluation Target tracking track-before-detect (TBD) Measurement sensor multi-frame detection (MFD) radar systems State space Algorithm tracking Detector Discretization Algorithm performance Information processing Radar plot extractor Signal processing Data fusion Dynamic programming Target detection
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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