Abstract

Multiple source localization is investigated by exploiting the spatial and temporal properties of impinging communication signals. To improve signal detection capability, a new cyclic approach is proposed which uses linear prediction with a uniform linear array. In this approach, the evaluation of cyclic array covariance matrix can be avoided, and the difficulty of choosing an optimal lag parameter is overcome by utilizing multiple lags. As a result, the advantage of the presented method is twofold: the computation is relatively simple and its implementation is easy, and robustness of directions-of-arrival estimation is significantly improved.

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