TY - JOUR
T1 - Discrete time-frequency characterizations of dispersive linear time-varying systems
AU - Jiang, Ye
AU - Papandreou-Suppappola, Antonia
N1 - Funding Information:
Manuscript received November 16, 2005; revised June 5, 2006. This work was supported in part by the National Science Foundation under CAREER Award CCR-0134002 and in part by the Department of Defense under Grant AFOSR FA9550-05-1-0443. The associate editor coordinating the review of this manuscript and approving it for publication was Prof. Fredrik Gustafsson.
PY - 2007/5
Y1 - 2007/5
N2 - A class of linear time-varying systems can be characterized by dispersive signal transformations, such as nonlinear shifts in the phase of the propagating signal, causing different frequencies to be shifted in time by different amounts. In this paper, we propose a discrete time-frequency model to decompose the dispersive system output into discrete dispersive frequency shifts and generalized time shifts, weighted by a smoothed and sampled version of the dispersive spreading function. The discretization formulation is obtained from the discrete narrowband system model through a unitary warping relation between the narrowband and dispersive spreading functions. This warping relation depends on the nonlinear phase transformations induced by the dispersive system. In order to demonstrate the effectiveness of the proposed discrete characterization, we investigate acoustic transmission over shallow water environments that suffers from severe degradations as a result of modal frequency dispersions and multipath fading. Using numerical results, we demonstrate that the discrete dispersive model can lead to a joint multipath-dispersion diversity that we achieve by properly designing the transmitted waveform and the reception scheme to match the dispersive environment characteristics.
AB - A class of linear time-varying systems can be characterized by dispersive signal transformations, such as nonlinear shifts in the phase of the propagating signal, causing different frequencies to be shifted in time by different amounts. In this paper, we propose a discrete time-frequency model to decompose the dispersive system output into discrete dispersive frequency shifts and generalized time shifts, weighted by a smoothed and sampled version of the dispersive spreading function. The discretization formulation is obtained from the discrete narrowband system model through a unitary warping relation between the narrowband and dispersive spreading functions. This warping relation depends on the nonlinear phase transformations induced by the dispersive system. In order to demonstrate the effectiveness of the proposed discrete characterization, we investigate acoustic transmission over shallow water environments that suffers from severe degradations as a result of modal frequency dispersions and multipath fading. Using numerical results, we demonstrate that the discrete dispersive model can lead to a joint multipath-dispersion diversity that we achieve by properly designing the transmitted waveform and the reception scheme to match the dispersive environment characteristics.
KW - Discrete characterization
KW - Dispersive linear time-varying systems
KW - Diversity
KW - Frequency dispersion
KW - Matched signal transform
KW - Unitary warping
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U2 - 10.1109/TSP.2006.890916
DO - 10.1109/TSP.2006.890916
M3 - Article
AN - SCOPUS:34247885872
SN - 1053-587X
VL - 55
SP - 2066
EP - 2076
JO - IEEE Transactions on Signal Processing
JF - IEEE Transactions on Signal Processing
IS - 5 II
ER -