A real multi-parent tri-hybrid evolutionary optimization method and its application in wind velocity estimation from wind profiler data

2001 ◽  
Vol 1 (3) ◽  
pp. 225-235 ◽  
Author(s):  
Noel E Mendoza ◽  
Yen-Wei Chen ◽  
Zensho Nakao ◽  
Tatsuhiro Adachi ◽  
Yoshihisa Masuda
Sensors ◽  
2021 ◽  
Vol 21 (11) ◽  
pp. 3768
Author(s):  
Yongshou Yang ◽  
Shiliang Fang

Broadband acoustic Doppler current profiler (ADCP) is widely used in agricultural water resource explorations, such as river discharge monitoring and flood warning. Improving the velocity estimation accuracy of broadband ADCP by adjusting the waveform parameters of a phase-encoded signal will reduce the velocity measurement range and water stratification accuracy, while the promotion of stratification accuracy will degrade the velocity estimation accuracy. In order to minimize the impact of these two problems on the measurement results, the ADCP waveform optimization problem that satisfies the environment constraints while keeping high velocity estimation accuracy or stratification accuracy is studied. Firstly, the relationship between velocity or distance estimation accuracy and signal waveform parameters is studied by using an ambiguity function. Secondly, the constraints of current velocity range, velocity distribution and other environmental characteristics on the waveform parameters are studied. For two common measurement applications, two dynamic configuration methods of waveform parameters with environmental adaptability and optimal velocity estimation accuracy or stratification accuracy are proposed based on the nonlinear programming principle. Experimental results show that compared with the existing methods, the velocity estimation accuracy of the proposed method is improved by more than 50%, and the stratification accuracy is improved by more than 22%.


2018 ◽  
Vol 47 (12) ◽  
pp. 1230006
Author(s):  
王平春 Wang Pingchun ◽  
陈廷娣 Chen Tingdi ◽  
周安然 Zhou Anran ◽  
韩 飞 Han Fei ◽  
王元祖 Wang Yuanzu ◽  
...  

1994 ◽  
Vol 12 (8) ◽  
pp. 711-724 ◽  
Author(s):  
P. A. Miller ◽  
M. F. Barth ◽  
D. W. van de Kamp ◽  
T. W. Schlatter ◽  
B. L. Weber ◽  
...  

Abstract. The National Oceanic and Atmospheric Administration (NOAA) has completed the installation of a 30-site demonstration network of wind-profiling radars in the central United States. The network is being used to demonstrate and assess the utility of wind profiler technology in a quasi-operational environment, and to help define operational requirements for possible future national networks. This paper describes two automated quality control methods designed to remove erroneous winds from the hourly network data. Case study examples and statistical evaluation of the performance of each method are also presented.


2004 ◽  
Vol 389 (4-6) ◽  
pp. 309-314 ◽  
Author(s):  
Longjiu Cheng ◽  
Wensheng Cai ◽  
Xueguang Shao

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