DocumentCode :
819627
Title :
Ratio indicator characterization for measuring the precision of an estimate obtained by processing sampled data
Author :
Hao, Wei-Da ; Jenq, Yih-Chyun ; Wang, Shiang-Yu
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Texas A&M Univ.-Kingsville, Kingsville, TX, USA
Volume :
54
Issue :
3
fYear :
2005
fDate :
6/1/2005 12:00:00 AM
Firstpage :
1156
Lastpage :
1165
Abstract :
This paper aims to characterize the ratio indicator proposed in reference [1]. Ratio indicator enables the stochastic up and down method to have the ability to show users the precision of the estimation, so that waveform reconstruction with jittered data using the said method can be conducted in a reliable way. After studying in detail the stochastic stationary model, we initiate 15 random walks of decreasing threshold intervals and calculate the ninety-eighth percentiles of the corresponding stationary distributions. Analysis on the computing result enables us to find the characterization of ratio indicator. Our target is to advance the usage of ratio indicator. What is proved in the paper is that ratio indicator can be applied more rigorously to show the error bound of the estimation of the median.
Keywords :
estimation theory; jitter; random processes; signal reconstruction; signal sampling; stochastic processes; waveform analysis; estimate precision measurement; jittered data; random walks; ratio indicator characterization; stochastic stationary model; stochastic up and down method; waveform reconstruction; Circuit noise; Extraterrestrial measurements; Noise level; Sampling methods; Signal reconstruction; Signal sampling; Stochastic processes; Stochastic resonance; Time measurement; Timing jitter; Markov process; signal reconstruction; signal sampling; stochastic approximation; timing jitter; waveform analysis;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2005.847185
Filename :
1433189
Link To Document :
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