One of the most popular time–frequency representations is certainly the Wigner distribution. To reduce the interferences coming from its quadratic nature, several related distributions have been proposed, among which is the so-called Born–Jordan distribution. It is well known that in the Born–Jordan distribution the ghost frequencies are in fact damped quite well, and the noise is in general reduced. However, the horizontal and vertical directions escape from this general smoothing effect, so that the interferences arranged along these directions are in general kept. Whereas these features are graphically evident on examples and heuristically well understood in the engineering community, there is no at present mathematical explanation of these phenomena, valid for general signals in L^2 and, more in general, in the space S′ of temperate distributions. In the present note we provide such a rigorous study using the notion of wave-front set of a distribution. We use techniques from Time–frequency Analysis, such as the modulation and Wiener amalgam spaces, and also results of microlocal regularity of linear partial differential operators.

On the reduction of the interferences in the Born–Jordan distribution

Cordero, Elena;
2018-01-01

Abstract

One of the most popular time–frequency representations is certainly the Wigner distribution. To reduce the interferences coming from its quadratic nature, several related distributions have been proposed, among which is the so-called Born–Jordan distribution. It is well known that in the Born–Jordan distribution the ghost frequencies are in fact damped quite well, and the noise is in general reduced. However, the horizontal and vertical directions escape from this general smoothing effect, so that the interferences arranged along these directions are in general kept. Whereas these features are graphically evident on examples and heuristically well understood in the engineering community, there is no at present mathematical explanation of these phenomena, valid for general signals in L^2 and, more in general, in the space S′ of temperate distributions. In the present note we provide such a rigorous study using the notion of wave-front set of a distribution. We use techniques from Time–frequency Analysis, such as the modulation and Wiener amalgam spaces, and also results of microlocal regularity of linear partial differential operators.
2018
44
2
230
245
http://www.elsevier.com/inca/publications/store/6/2/2/7/8/6/index.htt
https://arxiv.org/abs/1601.03719
Born–Jordan distribution; Fourier Lebesgue spaces; Interferences; Modulation spaces; Time–frequency analysis; Wave-front set; Wigner distribution; Applied Mathematics
Cordero, Elena; de Gosson, Maurice; Nicola, Fabio*
File in questo prodotto:
File Dimensione Formato  
1601.03719v1.pdf

Accesso aperto

Tipo di file: PREPRINT (PRIMA BOZZA)
Dimensione 728.67 kB
Formato Adobe PDF
728.67 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1667734
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 22
  • ???jsp.display-item.citation.isi??? 19
social impact