In a previous paper, we presented a parameter est~ma~ion algorithm called the binary series estimation algorithm (BSEA) for Gaussian autoregressive (AR) time series given 1- b quantized noisy measurements. Of particular interest were that for certain AR series in multiplicative noise, the BSEA based on 1-b quantized measurements yielded SigniSCantly better parameter estimates than Yule-Walker methods that are based Signal Model
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