In this work, we consider the problem of detecting the presence of a prospective moving target from a set of censored measurements produced by a generic sensor and propose a novel track-before-detect algorithm which exploits the inherent sparse nature of the measurement data to achieve complexity efficiency. The impact of the censoring stage on the system complexity and performance is investigated.
Track-before-detect with censored observations / Grossi, E.; Lops, M.; Venturino, L.. - (2012), pp. 3941-3944. (Intervento presentato al convegno 37th International Conference on Acoustics, Speech, and Signal Processing tenutosi a Kyoto, Japan nel 25-30 March 2012) [10.1109/ICASSP.2012.6288780].
Track-before-detect with censored observations
Lops M.;
2012
Abstract
In this work, we consider the problem of detecting the presence of a prospective moving target from a set of censored measurements produced by a generic sensor and propose a novel track-before-detect algorithm which exploits the inherent sparse nature of the measurement data to achieve complexity efficiency. The impact of the censoring stage on the system complexity and performance is investigated.| File | Dimensione | Formato | |
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