[go: up one dir, main page]

CN102937657A - Real-time correction method and system for high-speed atomic force microscopic imaging - Google Patents

Real-time correction method and system for high-speed atomic force microscopic imaging Download PDF

Info

Publication number
CN102937657A
CN102937657A CN2012104388229A CN201210438822A CN102937657A CN 102937657 A CN102937657 A CN 102937657A CN 2012104388229 A CN2012104388229 A CN 2012104388229A CN 201210438822 A CN201210438822 A CN 201210438822A CN 102937657 A CN102937657 A CN 102937657A
Authority
CN
China
Prior art keywords
real
time
correction
spatial position
mapping
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN2012104388229A
Other languages
Chinese (zh)
Other versions
CN102937657B (en
Inventor
商广义
赵剑勇
公为涛
蔡微
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beihang University
Original Assignee
Beihang University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beihang University filed Critical Beihang University
Priority to CN201210438822.9A priority Critical patent/CN102937657B/en
Publication of CN102937657A publication Critical patent/CN102937657A/en
Application granted granted Critical
Publication of CN102937657B publication Critical patent/CN102937657B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
  • Image Processing (AREA)

Abstract

The invention discloses a real-time correction method and a system for high-speed atomic force microscopic imaging, and belongs to the technical field of high-speed atomic force microscopy. The method comprises that in a real-time phase correction module, one side of a bimorph is used as a test piece, a phase lag angle theta generated during each scan is tested, and acquired data are shifted to correct the phase lag; and in a non-linear correction module, actual space positions of data points acquired by the sinusoid scan are calculated through preset sampling point numbers of each period, and corrected probe deflection signals after correction are obtained through a certain mapping relation. According to the real-time correction method and the system for high-speed atomic force microscopic imaging, images can be processed in a scanning process instead of post processing, and a good real-time property is provided; and LabVIEW software is used for designing, so that the operation process is simple.

Description

A kind of real-time correction method and system for the imaging of high speed atomic force microscopy
Technical field
The present invention relates to the scanning microscopy imaging technical field, particularly a kind of real-time image correction system belongs to high speed atomic force microscopy field.
Background technology
Along with the development of science and technology, the fields such as biology, chemistry, material and nanosecond science and technology are in the urgent need to realizing at micro-nano-scale the technology of fast detecting or high speed imaging.Scanning probe microscopy (SPM) is the important tool of carrying out at present Nanometer Detection and Indication, is one of major technique that realizes micro-nano-scale imaging, detection and processing.
Atomic force microscope belongs to scanning probe microscopy family, is to improve on the basis of scanning tunnel microscope.Yet the image taking speed of traditional atomic force microscope is too slow, has limited its Detection ﹠ Controling to some dynamic processes such as biomacromolecule motion etc.Therefore, the sweep velocity that how to improve traditional atomic force microscope becomes the focus of research in recent years.
For high speed atomic force microscope, three-dimensional scanner is a key factor that affects sweep velocity.Scanister adopts piezoceramic material or quartz tuning-fork usually.Piezoceramic material has the advantages such as stable performance, easy to use and very high displacement resolution and dynamic responding speed, has become the main material of present making three-dimensional scanner.Realizing high-velocity scanning, generally be to realize with the very high piezoelectric ceramic stack of fundamental frequency, but the driving circuit of this device is complicated, needs powerful high pressure power amplifier and high-voltage power supply, also has in addition the problems such as cost is high, sweep limit is little.Another kind method is to use quartz tuning-fork to realize high-velocity scanning, namely is subject to the AC signal excitation and occurs realizing high-velocity scanning in the situation of resonance at quartz tuning-fork.But tuning fork is small-sized, lays the sample difficulty, and sweep limit is little, load capacity is low.Because the quality factor of tuning fork are very high, when its resonance scan, very easily be subjected to external interference in addition.So based on above analysis, list of references [1] (patent documentation CN101576466A) uses bimorph and piezoelectric ceramic tube, designs a kind of combined three-dimensional high-speed scanning device.In this device, bimorph is used for carrying out rapid scanning at directions X, and piezoelectric ceramic tube is used for regulating Y and Z both direction.Because excitation bimorph employed driving signal is sinusoidal signal but not triangular signal, so cause the image of collection to present nonlinear geometric distortion.Simultaneously, bimorph is realized rapid scanning by being operated under the resonance mode, so cause that gathering image produces the phase place hysteresis.Therefore, the image of the combined three-dimensional high speed device collection of list of references [1] design exists phase place to lag behind and nonlinear geometric distortion, need to be to correct image.
Summary of the invention
The objective of the invention is to exist phase place to lag behind and nonlinear geometric distortion for the image of existing combined three-dimensional high-speed scanning device collection, develop a kind of realtime graphic bearing calibration and system.The method can in whole data acquisition, the image that gathers is carried out real time correction, rather than process again the later stage to image.Realtime graphic corrective system of the present invention mainly comprises two aspects: a real-time phase correction module and a real time nonlinear correction module.These two modules all are based on existing hardware and LabVIEW software is realized.
The probe deflection signal that described realtime graphic bearing calibration and system are used for offset of sinusoidal scanning acquisition carries out real-time phase correction and real time nonlinear correction, its principle of work is: in the real-time phase correction module, use a side of bimorph as detection lug, detect the phase place lag angle θ that each scanning produces, then the correction by the data that gather being shifted realize that phase place lags behind; In the real time nonlinear correction module, by per cycle sampling number of setting, at first calculate the true spatial location at each data point place of sine sweep collection, then by certain mapping relations, obtain real sample message.
Specifically, described realtime graphic bearing calibration comprises carries out real-time phase correction and real time nonlinear correction two parts to the probe deflection signal, described real-time phase is proofreaied and correct and is carried out in the real-time phase correction module, be specially: by the detection signal of bimorph, obtain the phase place lag angle θ of bimorph, utilize phase place lag angle θ and per cycle sampling number N, obtain the k that counts that phase place lags behind, with the data ordinal shift k position that gathers, can realize the initial acquisition data are carried out the correction that phase place lags behind at last.The described k of counting calculates by following formula:
k=(θ/180)*N/2
Described real time nonlinear is proofreaied and correct, and carries out in the real time nonlinear correction module, is specially: at first set per cycle sampling number N, determine the locus i at each sampled point place.Secondly, determine the locus i of each sampled point and the mapping relations between the real sample message (being the probe deflection signal), this wherein comprises the relation of three kinds of mappings: many-one shines upon, shines upon one to one and can't shine upon.
The invention has the advantages that:
(1) real-time: can in scanning process, process rather than post-processed image;
(2) simplification: use the LabVIEW Software for Design, operating process is simple.
Description of drawings
Fig. 1 is the hardware structure diagram of realtime graphic corrective system provided by the invention;
Fig. 2 carries out the process flow diagram that real-time phase is proofreaied and correct among the present invention;
Fig. 3 carries out the process flow diagram that real time nonlinear is proofreaied and correct among the present invention.
Embodiment
The present invention is described in further detail below in conjunction with drawings and Examples.
The present invention is a kind of realtime graphic bearing calibration and system, and described corrective system comprises real-time phase correction module and real time nonlinear correction module.Described real-time phase correction module is used for the probe deflection signal is carried out phase place correction or lag, and described real time nonlinear correction module is used for the signal of real-time phase correction module output is carried out gamma correction.The specific implementation of described System with Real-Time is as follows:
As shown in Figure 1, high-speed data acquisition card can gather the detection signal of bimorph and the probe deflection signal of probe deflection detection system, and these two kinds of signals are flowed to the PC that LabVIEW is installed by pci bus, in described PC, include realtime graphic corrective system provided by the invention, be used for described probe deflection signal is proofreaied and correct.For the real-time phase correction module, as shown in Figure 2, its course of work is: the detection signal by bimorph at first, obtain the phase place lag angle θ of bimorph, utilize phase place lag angle θ and per cycle sampling number N, obtain the k that counts that phase place lags behind, at last with the data ordinal shift k position that gathers, can realize the initial acquisition data are carried out the correction that phase place lags behind.The described k of counting calculates to round by following formula and obtains:
k=(θ/180)*N/2
For the real time nonlinear correction module, be to carry out on the basis of carrying out phase place correction or lag, its course of work at first, for sine sweep, by the per cycle sampling number N that sets, is determined the locus i at each sampled point place as shown in Figure 3.Secondly, determine the locus i of each sampled point and the mapping relations between the real sample message (being the probe deflection signal), this wherein comprises the relation of three kinds of mappings: many-one shines upon, shines upon one to one and can't shine upon.
For the situation of many-one mapping, the numerical value of the collection that the locus is identical is averaged, as the data after proofreading and correct; For the situation of shining upon one to one, with the data after directly conduct is proofreaied and correct at the numerical value on this locus; For situation about can't shine upon, because the maximal rate of sine sweep can not surpass the twice of linear sweep speed, so at most only can occur a zone between the adjacent area can't corresponding situation, therefore, we average two adjacent numerical value of this zone as the data after proofreading and correct.Whole image correction process carries out simultaneously with data acquisition, storage, does not need the data that gather are carried out the processing in later stage.
Embodiment:
A real-time image correction system is based on existing hardware and the realization of LabVIEW software.Hardware consists of as shown in Figure 1, high-speed data acquisition card DA output sinusoidal drive signals drives bimorph resonance, the probe deflection signal of the detection signal of synchronous acquisition bimorph and probe deflection detection system, high-speed data acquisition card is connected with the PC that LabVIEW is housed by pci bus.Use LabVIEW software, design real-time phase correction module and real time nonlinear correction module.
In the real-time phase correction module, as shown in Figure 2, for the bimorph detection signal, utilize the extraction simple signal module among the LabVIEW, detect the angle θ (degree) that described detection signal phase place lags behind, utilize formula k=(θ/180) * N/2, round and calculate the number k that data need be shifted.Wherein, N is per cycle sampling number.Then utilize the one-dimension array shift module among the LabVIEW, with the probe deflection signal data that gathers successively mobile k position, can realize the correction that described detection signal phase place is lagged behind.
In the real time nonlinear correction module, as shown in Figure 3.
The first step is utilized formula
Figure BDA00002361659100031
N=0 ~ (N/2-1), n is integer, rounds to calculate n corresponding locus i of sampled point in sine sweep, wherein, N is per cycle sampling number, and all locus i are formed an one-dimension array, and described one-dimension array has N/2 element.
Second step, the number m of each locus i in the array that the calculating first step obtains, the number of the probe deflection signal data that namely each locus i is corresponding.Specifically can realize by nested While circulation in the circulation of the For in the software, the counting terminal counting of While circulation is then exported the number m of each locus i: utilize the search one-dimension array module in the software, the position at the place of element i from 0 to (N/2-1) each i in the one-dimension array that retrieval obtains in the first step, if do not find element i, then the counting terminal counting of While circulation is 0, the While circulation stops, and retrieves next element i+1; If found element i, then the counting terminal counting accumulative total 1 of While circulation continues to seek the next position of element i, until search out last position of i, the counting terminal counting of While circulation is m, and the While circulation stops, and retrieves next element i+1.Obtain at last the one-dimension array of N/2 element.
The 3rd step, by the number m of each definite locus i of second step, determine which kind of mapping relations the corresponding probe deflection signal data of each locus i is, then process respectively.At For circulation nested inside construction of condition, utilize "True" " vacation " branched structure of construction of condition to adopt diverse ways to carry out Data correction.At first, utilize the array of indexes module, return respectively the element m of the one-dimension array index position i that second step obtains.
As shown in Figure 3, if m〉0, then be many-one mapping (m〉1, the corresponding a plurality of probe deflection signal datas in same locus) or one to one mapping (m=1), then utilize the embedded For circulation of "True" branched structure of construction of condition, utilize the array of indexes module in the software, m the probe deflection signal data that retrieves the same space position i got average, obtain the size of data (comprised m=1 here, be equivalent to directly with the corresponding data output in locus) after proofread and correct this locus.
If m=0, it then is the situation (i place in locus does not have corresponding probe deflection signal data) that to shine upon, then utilize " vacation " branched structure of construction of condition, utilize array of indexes module in the software to retrieve the probe deflection signal data of previous some i-1 of this locus i and rear 1 i+1, then get the mean value of these two data values as the last correction data of this locus i.
Probe deflection signal after the correction that so just obtains.
Need to prove that above-described embodiment just is used for illustrating technical characterictic of the present invention, be not to limit patent claim of the present invention, but its theory and structure still belongs to patented claim category of the present invention.

Claims (8)

1.一种用于高速原子力显微成像的实时校正方法,其特征在于:包括对正弦扫描获得的探针偏转信号进行实时相位校正和实时非线性校正;1. A real-time correction method for high-speed atomic force microscopy imaging, characterized in that: comprising carrying out real-time phase correction and real-time nonlinear correction to the probe deflection signal obtained by sinusoidal scanning; 所述的实时相位校正具体为:通过双压电片的检测信号,得到双压电片的相位滞后角度θ,利用相位滞后角度θ和每周期采样点数N,得到相位滞后的点数k,最后将采集的数据顺序移动k位,即实现对初始采集数据进行相位滞后的校正;The real-time phase correction specifically includes: obtaining the phase lag angle θ of the bimorph through the detection signal of the bimorph, using the phase lag angle θ and the number of sampling points per cycle N to obtain the number of points k of the phase lag, and finally The collected data is sequentially shifted by k bits, that is, the correction of the phase lag of the initial collected data is realized; 所述的实时非线性校正具体为:首先设定每周期采样点数N,确定每个采样点所在的空间位置i;其次,确定每个采样点的空间位置i与探针偏转信号之间的映射关系,根据所述的映射关系对探针偏转信号进行校正。The real-time nonlinear correction is specifically as follows: firstly, the number of sampling points per cycle N is set, and the spatial position i of each sampling point is determined; secondly, the mapping between the spatial position i of each sampling point and the probe deflection signal is determined The probe deflection signal is corrected according to the mapping relationship. 2.根据权利要求1所述的一种用于高速原子力显微成像的实时校正方法,其特征在于:所述的相位滞后的点数k通过如下公式计算得到:2. a kind of real-time calibration method for high-speed atomic force micro-imaging according to claim 1, is characterized in that: the number of points k of described phase lag is calculated by following formula: k=(θ/180)×N/2。k=(θ/180)×N/2. 3.根据权利要求1所述的一种用于高速原子力显微成像的实时校正方法,其特征在于:所述映射的关系包括:3. A kind of real-time correction method for high-speed atomic force microscopic imaging according to claim 1, it is characterized in that: the relation of described mapping comprises: 多对一映射:同一个空间位置对应多个探针偏转信号;Many-to-one mapping: the same spatial position corresponds to multiple probe deflection signals; 一对一映射:一个空间位置对应一个探针偏转信号;One-to-one mapping: one spatial position corresponds to one probe deflection signal; 无法映射:某个空间位置处没有对应探针偏转信号。Unable to map: There is no corresponding probe deflection signal at a spatial location. 4.根据权利要求1或3所述的一种用于高速原子力显微成像的实时校正方法,其特征在于:4. A kind of real-time correction method for high-speed atomic force microscopy imaging according to claim 1 or 3, is characterized in that: 对于多对一映射的情况,将空间位置相同的采集的数值求均值,作为校正后的数据;For the case of many-to-one mapping, the values collected at the same spatial position are averaged as the corrected data; 对于一对一映射的情况,将在该空间位置上的数值直接作为校正后的数据;For the case of one-to-one mapping, the value at the spatial position is directly used as the corrected data; 对于无法映射的情况,把空间位置相邻的两个数值取平均值作为校正后的数据。For the situation that cannot be mapped, the average value of the two values adjacent to the spatial position is taken as the corrected data. 5.根据权利要求1所述的一种用于高速原子力显微成像的实时校正方法,其特征在于:所述的空间位置i,利用公式 i = ( - cos n · π N / 2 + 1 ) · ( N 2 · 2 ) , n = 0 ~ ( N / 2 - 1 ) , n为整数,取整计算出在正弦扫描中第n个采样点所对应的空间位置i。5. A kind of real-time calibration method for high-speed atomic force microscopy imaging according to claim 1, characterized in that: the spatial position i, using the formula i = ( - cos no · π N / 2 + 1 ) &Center Dot; ( N 2 &Center Dot; 2 ) , no = 0 ~ ( N / 2 - 1 ) , n is an integer, rounded to calculate the spatial position i corresponding to the nth sampling point in the sinusoidal scan. 6.一种用于高速原子力显微成像的实时校正系统,其特征在于:包括实时相位校正模块和实时非线性校正模块;所述的实时相位校正模块用于对探针偏转信号进行相位滞后校正,所述的实时非线性校正模块用于对实时相位校正模块输出的信号进行非线性校正。6. A real-time correction system for high-speed atomic force microscopy imaging, characterized in that: it includes a real-time phase correction module and a real-time nonlinear correction module; the real-time phase correction module is used to correct the phase lag of the probe deflection signal , the real-time nonlinear correction module is used to perform nonlinear correction on the signal output by the real-time phase correction module. 7.根据权利要求6所述的一种用于高速原子力显微成像的实时校正系统,其特征在于:所述的实时相位校正模块的具体实现方式如下:7. A kind of real-time correction system for high-speed atomic force microscopy imaging according to claim 6, characterized in that: the specific implementation of the real-time phase correction module is as follows: 首先通过双压电片的检测信号,得到双压电片的相位滞后角度θ,利用相位滞后角度θ和每周期采样点数N,得到相位滞后的点数k,最后将采集的数据顺序移动k位,即可实现对初始采集数据进行相位滞后的校正。所述的点数k通过如下公式计算得到:First, the phase lag angle θ of the bimorph is obtained through the detection signal of the bimorph, and the phase lag point k is obtained by using the phase lag angle θ and the number of sampling points per cycle N, and finally the collected data is sequentially shifted by k bits, The correction of the phase lag of the initial acquisition data can be realized. The number of points k is calculated by the following formula: k=(θ/180)*N/2k=(θ/180)*N/2 对于实时非线性校正模块,是在进行相位滞后校正的基础上进行的,其工作过程为:首先,对于正弦扫描,通过设定的每周期采样点数N,确定每个采样点所在的空间位置i;其次,确定每个采样点的空间位置i与探针偏转信号之间的映射关系,这其中包含三种映射的关系:多对一映射、一对一映射和无法映射;For the real-time nonlinear correction module, it is carried out on the basis of phase lag correction, and its working process is as follows: First, for the sinusoidal scan, the spatial position i of each sampling point is determined by setting the number of sampling points per cycle N ;Secondly, determine the mapping relationship between the spatial position i of each sampling point and the probe deflection signal, which includes three mapping relationships: many-to-one mapping, one-to-one mapping and unmapping; 对于多对一映射的情况,将空间位置相同的采集的数值求均值,作为校正后的数据;For the case of many-to-one mapping, the values collected at the same spatial position are averaged as the corrected data; 对于一对一映射的情况,将在该空间位置上的数值直接作为校正后的数据;For the case of one-to-one mapping, the value at the spatial position is directly used as the corrected data; 对于无法映射的情况,把该空间位置相邻的两个数值取平均值作为校正后的数据。For the situation that cannot be mapped, take the average value of the two values adjacent to the spatial position as the corrected data. 8.根据权利要求6或7所述的一种用于高速原子力显微成像的实时校正系统,其特征在于:所述的实时相位校正模块和实时非线性校正模块使用LabVIEW软件实现。8. A real-time correction system for high-speed atomic force microscopy imaging according to claim 6 or 7, characterized in that: said real-time phase correction module and real-time nonlinear correction module are implemented using LabVIEW software.
CN201210438822.9A 2012-11-06 2012-11-06 Real-time correction method and system for high-speed atomic force microscopic imaging Expired - Fee Related CN102937657B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201210438822.9A CN102937657B (en) 2012-11-06 2012-11-06 Real-time correction method and system for high-speed atomic force microscopic imaging

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201210438822.9A CN102937657B (en) 2012-11-06 2012-11-06 Real-time correction method and system for high-speed atomic force microscopic imaging

Publications (2)

Publication Number Publication Date
CN102937657A true CN102937657A (en) 2013-02-20
CN102937657B CN102937657B (en) 2015-02-11

Family

ID=47696567

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201210438822.9A Expired - Fee Related CN102937657B (en) 2012-11-06 2012-11-06 Real-time correction method and system for high-speed atomic force microscopic imaging

Country Status (1)

Country Link
CN (1) CN102937657B (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107451032A (en) * 2017-07-31 2017-12-08 哈尔滨电机厂有限责任公司 High voltage converter data collecting system and date storage method based on controller LAN interface card
CN110082014A (en) * 2013-12-07 2019-08-02 布鲁克公司 The power measurement that real-time baseline determines
CN110146898A (en) * 2019-03-22 2019-08-20 中国科学院重庆绿色智能技术研究院 A probe trajectory monitoring and control method based on image capture and image analysis
CN113554067A (en) * 2021-07-01 2021-10-26 清华大学深圳国际研究生院 Optical fiber winding defect detection method and device based on ensemble learning

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5825670A (en) * 1996-03-04 1998-10-20 Advanced Surface Microscopy High precison calibration and feature measurement system for a scanning probe microscope
CN1560593A (en) * 2004-02-26 2005-01-05 上海大学 Parameter Calibration and Nonlinear Correction Method of Piezoelectric Actuator Model in Scanning Probe Microscope
CN101033938A (en) * 2007-02-07 2007-09-12 中国科学院上海光学精密机械研究所 Sine phase modulation interferometer for real-time measurement of surface topography
CN101083152A (en) * 2007-06-01 2007-12-05 天津大学 Two-dimensional plane scan driving system for piezoelectric sweep tube of scanning probe microscope
CN101187585A (en) * 2007-11-05 2008-05-28 北京航空航天大学 Integrated aperture phase measurement and compensation method and system
CN101576466A (en) * 2009-05-31 2009-11-11 北京航空航天大学 Combined three-dimensional high-speed scanning device
CN101867418A (en) * 2009-04-16 2010-10-20 华为技术有限公司 Optical signal receiving method, optical signal receiving device and optical transmission system
CN102309323A (en) * 2010-07-07 2012-01-11 通用电气公司 Use among the EPI from the gauged image artifacts of the real-time phase that navigates and reduce system and method
US20120082468A1 (en) * 2010-08-20 2012-04-05 Nec Laboratories America, Inc. Look-up table and digital transmitter based architecture for fiber nonlinearity compensation
CN102613960A (en) * 2012-04-16 2012-08-01 北京信息科技大学 Method for rectifying position and phase of frequency-domain optical coherence tomography signal

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5825670A (en) * 1996-03-04 1998-10-20 Advanced Surface Microscopy High precison calibration and feature measurement system for a scanning probe microscope
CN1560593A (en) * 2004-02-26 2005-01-05 上海大学 Parameter Calibration and Nonlinear Correction Method of Piezoelectric Actuator Model in Scanning Probe Microscope
CN101033938A (en) * 2007-02-07 2007-09-12 中国科学院上海光学精密机械研究所 Sine phase modulation interferometer for real-time measurement of surface topography
CN101083152A (en) * 2007-06-01 2007-12-05 天津大学 Two-dimensional plane scan driving system for piezoelectric sweep tube of scanning probe microscope
CN101187585A (en) * 2007-11-05 2008-05-28 北京航空航天大学 Integrated aperture phase measurement and compensation method and system
CN101867418A (en) * 2009-04-16 2010-10-20 华为技术有限公司 Optical signal receiving method, optical signal receiving device and optical transmission system
CN101576466A (en) * 2009-05-31 2009-11-11 北京航空航天大学 Combined three-dimensional high-speed scanning device
CN102309323A (en) * 2010-07-07 2012-01-11 通用电气公司 Use among the EPI from the gauged image artifacts of the real-time phase that navigates and reduce system and method
US20120082468A1 (en) * 2010-08-20 2012-04-05 Nec Laboratories America, Inc. Look-up table and digital transmitter based architecture for fiber nonlinearity compensation
CN102613960A (en) * 2012-04-16 2012-08-01 北京信息科技大学 Method for rectifying position and phase of frequency-domain optical coherence tomography signal

Non-Patent Citations (5)

* Cited by examiner, † Cited by third party
Title
YUSHENG ZHOU ET AL.: "Cantilevered bimorph-based scanner for high speed atomic force microscopy with large scanning range", 《REVIEW OF SCIENTIFIC INSTRUMENTS》, vol. 81, no. 5, 27 May 2010 (2010-05-27), XP012135027, DOI: doi:10.1063/1.3428731 *
何毅 等: "基于Labview的光纤传感器相位解调技术", 《信阳师范学院学报(自然科学版)》, vol. 19, no. 1, 31 January 2006 (2006-01-31), pages 94 - 97 *
吴腾蛟 等: "一种基于LabVIEW的相位法PSD微位移测量系统设计", 《传感器与微系统》, vol. 30, no. 12, 31 December 2011 (2011-12-31), pages 116 - 118 *
周武林 等: "基于LabVIEW的连续变量相位检测系统", 《光子学报》, vol. 40, no. 5, 31 May 2011 (2011-05-31), pages 785 - 788 *
孙惠章 等: "基于LabVIEW多功能相位测量仪的设计", 《传感器与仪器仪表》, vol. 24, no. 61, 30 June 2008 (2008-06-30), pages 160 - 162 *

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110082014A (en) * 2013-12-07 2019-08-02 布鲁克公司 The power measurement that real-time baseline determines
CN110082014B (en) * 2013-12-07 2021-08-03 布鲁克公司 Atomic force microscope with probe for interacting with a sample
CN107451032A (en) * 2017-07-31 2017-12-08 哈尔滨电机厂有限责任公司 High voltage converter data collecting system and date storage method based on controller LAN interface card
CN107451032B (en) * 2017-07-31 2020-06-23 哈尔滨电机厂有限责任公司 Data storage method of high-voltage frequency converter data acquisition system based on controller local area network interface card
CN110146898A (en) * 2019-03-22 2019-08-20 中国科学院重庆绿色智能技术研究院 A probe trajectory monitoring and control method based on image capture and image analysis
CN110146898B (en) * 2019-03-22 2023-10-20 中国科学院重庆绿色智能技术研究院 Probe track monitoring and controlling method based on image shooting and image analysis
CN113554067A (en) * 2021-07-01 2021-10-26 清华大学深圳国际研究生院 Optical fiber winding defect detection method and device based on ensemble learning
CN113554067B (en) * 2021-07-01 2023-06-16 清华大学深圳国际研究生院 Optical fiber winding defect detection method and device based on ensemble learning

Also Published As

Publication number Publication date
CN102937657B (en) 2015-02-11

Similar Documents

Publication Publication Date Title
CN103926197B (en) High-space resolution dual-axis differential confocal collection of illustrative plates micro imaging method and device
CN100498212C (en) CCD data acquisition and processing equipment used for high-speed displacement measurement
CN102937657A (en) Real-time correction method and system for high-speed atomic force microscopic imaging
CN103954602B (en) Laser dual-axis differential confocal Brillouin-method for measuring Raman spectrum and device
CN101354240A (en) High-precision measurement system for micro-nano fibers based on micro-optics
CN102175169B (en) A kind of three-dimensional deformation wireless optical measurement system for engineering structure and measuring method thereof
CN102679888B (en) Based on Moire fringe high power divided method and the equipment of a small amount of spatial point
CN102494872B (en) Method for real-time measuring pointing error of astronomical telescope
CN101487809A (en) Zero point calibration method and its use in optical micro-scanning micro-thermal imaging system
CN102095898A (en) Optical microscopy-atomic force microscopy double-probe imaging method and device
CN106289532A (en) The temperature extracting method of a kind of thermal-induced imagery and device
CN104792364A (en) Dynamic bridge parameter extracting system and dynamic bridge parameter extracting method based on laser Doppler
CN102680741A (en) Metering type scanning electronic microscope imaging control system and scanning imaging method
CN104614078A (en) Piezoelectric swing mirror micro scanning thermal microscope imaging system
CN103123362A (en) Atomic force microscope (AFM) probe rapid positioning method for cell mechanical property detection
CN202757592U (en) Quasi-bar code extensometer system
CN101520318B (en) Method for measuring sheet metal deformation based on images
CN102296582A (en) In situ test acquisition instrument with positioning function and positioning method
CN102313983B (en) Quantitative digital phase contrast imaging method based on non-equal sampling image sequence
CN101430295A (en) Interframe difference over-sampling restruction method and its use in micro-scanning micro thermal imaging
CN104864966A (en) Microscopic thermal imaging method
CN201773112U (en) Relocation system of AFM
Li et al. Experimental verification and rapid estimation of uncalibrated cable force via video-based and vibration-based measurements
CN103487419A (en) Confocal laser scanning micro-imaging system
CN201497677U (en) Data acquisition card for impact test of instrumented pendulum

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20150211

Termination date: 20151106

EXPY Termination of patent right or utility model