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Linear redundancy of information carried by the discrete Wigner distribution

Abstract : The discrete Wigner distribution (WD) encodes information in a redundant fashion since it derives N by N representations from N-sample signals. The increased amount of data often prohibits its effective use in applications such as signal detection, parameter estimation, and pattern recognition. As a consequence, it is of great interest to study the redundancy of information it carries. Richard and Lengelle (see Proc. IEEE Int.Conf. Acost., Speech, Signal Process., Istanbul, Turkey, p.85-8, 2000) have shown that linear relations connect the time-frequency samples of the discrete WD. However, up until now, such a redundancy has still not been algebraically characterized. In this paper, the problem of the redundancy of information carried by the discrete cross WD of complex-valued signals is addressed. We show that every discrete WD can be fully recovered from a small number of its samples via a linear map. The analytical expression of this linear map is derived. Special cases of the auto WD of complex-valued signals and real-valued signals are considered. The results are illustrated by means of computer simulations, and some extensions are pointed out.
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Contributor : Jean-Baptiste VU VAN Connect in order to contact the contributor
Submitted on : Thursday, October 24, 2019 - 10:38:39 AM
Last modification on : Sunday, June 26, 2022 - 4:37:39 AM

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Cédric Richard. Linear redundancy of information carried by the discrete Wigner distribution. IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2001, 49 (11), pp.2536-2544. ⟨10.1109/78.960400⟩. ⟨hal-02330762⟩



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