This paper addresses adaptive detection and tracking of a point-like target in thermal noise plus clutter which is assumed to be heterogeneous from one range cell to another. To this end, a track-before-detect scheme is derived and assessed; its design relies on autoregressive modeling of noise returns. A preliminary performance assessment, based upon Monte Carlo simulation, shows that it can outperform previously proposed TBD strategies.
A model-based track-before-detect strategy / Lops, M.; Mancino, M.; Orlando, D.; Ricci, G.; Venturino, L.. - (2010), pp. 300-303. (Intervento presentato al convegno European Radar Conference tenutosi a Paris, France nel 30 September - 1 October 2010).
A model-based track-before-detect strategy
Lops M.;
2010
Abstract
This paper addresses adaptive detection and tracking of a point-like target in thermal noise plus clutter which is assumed to be heterogeneous from one range cell to another. To this end, a track-before-detect scheme is derived and assessed; its design relies on autoregressive modeling of noise returns. A preliminary performance assessment, based upon Monte Carlo simulation, shows that it can outperform previously proposed TBD strategies.| File | Dimensione | Formato | |
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