| T. Gustafsson, B. D. Rao, and M. M. Trivedi, "Source localization in reverberant environments: Modeling and statistical analysis," IEEE Trans. Speech Audio Process., vol. 11, no. 6, pp. 791--803, Nov. 2003. |
....s and s . We model the different physical media, the signal passes through, as two linear systems whose frequency response is denoted by H and H . In addition the signals are contaminated with noise that may account for non linear effects such as room reverberations (see for instance [3] for more detailed noise models) Thus, the received signals can be written in the time and frequency domain as, S # l s # s # l (1) S # r s # s # r . 2) Since the source signal is typically non stationary we break each training and test signal into segments and perform ....
T. Gustafsson and B.D. Rao. Source Localization in Reverberant Environments: Statistical Analysis. Submitted to IEEE Trans. on Speech and Audio Processing, 2000.
No context found.
T. Gustafsson, B. D. Rao, and M. M. Trivedi, "Source localization in reverberant environments: Modeling and statistical analysis," IEEE Trans. Speech Audio Process., vol. 11, no. 6, pp. 791--803, Nov. 2003.
....Nevertheless, the numerical study in [5] clearly demonstrated the adverse effects of reverberation. The purpose of the present paper is analyze of the problem of acoustic source localization in a reverberant environment. The statistical analysis is based on a model proposed in a companion paper [7]. Using the model of [7] several interesting results are derived. Among others, we will derive the CRB for estimation of 0 . II. Review of Single path Propagation Time delay Estimation (TDE) The Generalized Cross Correlation (GCC) 12] method is probably the most popular method for estimating ....
....study in [5] clearly demonstrated the adverse effects of reverberation. The purpose of the present paper is analyze of the problem of acoustic source localization in a reverberant environment. The statistical analysis is based on a model proposed in a companion paper [7] Using the model of [7], several interesting results are derived. Among others, we will derive the CRB for estimation of 0 . II. Review of Single path Propagation Time delay Estimation (TDE) The Generalized Cross Correlation (GCC) 12] method is probably the most popular method for estimating time delays. Its ....
[Article contains additional citation context not shown here]
T. Gustafsson and B.D. Rao. "Source Localization in ReverberantEnvironments: Modeling". Submitted to IEEE Trans. on Speech and Audio Processing for possible publication, 2000. 26
....fading is a well researched problem (see for example [8] The introduced reverberation model is in fact quite similar to Ricean fading . However, because of the broadband nature of the signal, the signal is divided into subbands and model is suitably adapted for eachband. In a companion paper [4], the new model is applied to derive relevant Cram erRao lower bounds to understand localization accuracy limits. In addition, the accuracy of common time delay estimators are analyzed, and the probability of an anomalous estimate is derived. II. Elements of the New Model In this section we will ....
....to 6000 (0.6 s) samples. For each realization of h(nT s ) we compute the frequency response function H( at 2500 equidistant frequencies in the interval [300# 5000]Hz. We next compute the reverberant part of the frequency response by subtracting 2 The same procedure will be applied in [4], where it is more crucial to keep A( # 0 ) fixed while generating independent realizations of R( # ) This since the accuracy of TDE is studied in [4] 15 the direct path transfer function H r ( k # m) H( k ) H d ( k # 0 ) 40) Here weintroduced the notation ( m ) to indicate that H r ....
[Article contains additional citation context not shown here]
T. Gustafsson and B.D. Rao. "Source Localization in ReverberantEnvironments: Statistical Analysis". Submitted to IEEE Trans. on Speech and Audio Processing for possible publication, 2000.
No context found.
T. Gustafsson and B.D. Rao. Source Localization in Reverberant Environments: Statistical Analysis. Submitted to IEEE Trans. on Speech and Audio Processing, 2000.
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