CN107064941A - A kind of ultrasonic distance-measuring method of three-stage pulse excitation and feature extraction - Google Patents

A kind of ultrasonic distance-measuring method of three-stage pulse excitation and feature extraction Download PDF

Info

Publication number
CN107064941A
CN107064941A CN201710296991.6A CN201710296991A CN107064941A CN 107064941 A CN107064941 A CN 107064941A CN 201710296991 A CN201710296991 A CN 201710296991A CN 107064941 A CN107064941 A CN 107064941A
Authority
CN
China
Prior art keywords
ultrasonic
point
envelope
signal
distance
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
CN201710296991.6A
Other languages
Chinese (zh)
Other versions
CN107064941B (en
Inventor
王选择
赵治俊
董正琼
杨练根
翟中生
周向东
邬文俊
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.)
Wuhan Puchuang Data Technology Co ltd
Original Assignee
Hubei University of Technology
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 Hubei University of Technology filed Critical Hubei University of Technology
Priority to CN201710296991.6A priority Critical patent/CN107064941B/en
Publication of CN107064941A publication Critical patent/CN107064941A/en
Application granted granted Critical
Publication of CN107064941B publication Critical patent/CN107064941B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/02Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems using reflection of acoustic waves
    • G01S15/06Systems determining the position data of a target
    • G01S15/08Systems for measuring distance only
    • G01S15/10Systems for measuring distance only using transmission of interrupted, pulse-modulated waves
    • G01S15/102Systems for measuring distance only using transmission of interrupted, pulse-modulated waves using transmission of pulses having some particular characteristics
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/523Details of pulse systems
    • G01S7/524Transmitters
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/52Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S15/00
    • G01S7/523Details of pulse systems
    • G01S7/526Receivers
    • G01S7/53Means for transforming coordinates or for evaluating data, e.g. using computers

Abstract

The present invention relates to the ultrasonic distance-measuring method of a kind of three-stage pulse excitation and feature extraction, first, while three-stage pulse alternative excitation is carried out to ultrasonic transmitter, the ultrasonic reception signal in certain time is gathered using 12 A/D synchronous high-speeds;Then, envelope extraction is carried out to ultrasonic reception collection signal, the envelope curve of the signal is extracted by Sine-Fitting;Secondly on the basis of smooth to envelope curve, the envelope peak of maximum is found by global search, i.e., middle envelope peak position;Using largest enveloping peak as starting point, in local interval, the method by searching for minimum value forward searches out transition valley point;Finally by the demarcation relation between transition valley point position and measurement distance, calculate institute's ranging from.Instant invention overcomes the oscillatory extinction under one direction pulse excitation it is slow the problem of, using the forward and reverse alternative excitation mode of three-stage, i.e., first positive reverse and then positive energisation mode again, it is ensured that be in dead-beat state before ultrasonic receiver measurement next time.

Description

A kind of ultrasonic distance-measuring method of three-stage pulse excitation and feature extraction
Technical field
The invention belongs to ultrasonic measuring distance technology field, the ultrasound of specifically a kind of three-stage pulse excitation and feature extraction Distance-finding method.
Background technology
Supersonic sounding as a kind of active contactless e measurement technology, with direction set, penetration power is strong, energy attenuation is slow Etc. a series of features, be widely used in modern industry measurement and control area, such as range measurement, level gauging, ultrasonic examination, from In dynamic parking system and reverse radar system.At this stage, the method on supersonic sounding is broadly divided into multiple frequency ranging both at home and abroad Method, phase difference detection method, flight time detection method etc..In these three measuring methods, flight time detection method is due to operation letter Single, realization is easy, so most widely used.When flight time detection method is the distance and flight propagated in media as well by sound wave Between the relational implementation ranging that is directly proportional, for split correlation ranging system, current environment is represented apart from l=c*t, c Under the velocity of sound, t be ultrasonic wave from transmitting terminal to receiving terminal in the middle of transition time, namely flight time.
In traditional flight time detection method, ultrasonic transmitter sends a certain number of pulse excitation ripple every time, due to The superposition of energy, the ultrasonic wave that ultrasonic transducer is received is the sinusoidal modulation signal of a slow fluctuating envelope, by detecting ultrasound The Induction Peried point or envelope peak point of received wave realize time-of-flight method ranging, and the major technique of time-of-flight method detection is difficult Point is that the starting of oscillation of sonac has the rise time so that received wave has inertial delay, and ultrasonic signal plays amplitude change Small, starting of oscillation feature is not obvious, there is larger error to the detection of Induction Peried point.And what traditional ultrasonic action mode was obtained Only there is first enveloped crest value in ultrasonic wave envelope curve, changes gently or tend to saturation at the crest of ultrasonic reception signal When, the peak point of envelope curve does not have uniquely determining property, it may appear that larger error, influences final measurement accuracy.
The content of the invention
In order to solve the above-mentioned technical problem, there is provided one kind on the basis of traditional flight time detection method by the present invention The forward and reverse alternate ultrasound emission probe energisation mode of three-stage and the extraction side of ultrasonic reception signal envelope feature valley point position Method, this method can realize the accurate measurement of distance in supersonic sounding.
The present invention is mainly adopted the following technical scheme that:
A kind of ranging system of three-stage pulse excitation and feature extraction, it is characterised in that including:Centre frequency is 40kHz TCT40-16R/T type Split ultrasonic sensors;Ultrasonic transmitter and receiver are arranged on split correlation On line slideway, transmitter bottom is fixed on line slideway bottom, and receiver is moved in the range of 0~500mm.
A kind of ultrasonic distance-measuring method of three-stage pulse excitation and feature extraction, it is characterised in that including:
Step 1:In the measurement range of ranging system, optional one group of testing distance group L={ l1,l2,…,ln, Under each distance, n is first sent using the PWM module of STM32 single-chip microcomputers1The individual cycle is T pulse, and be delayed T/2, retransmits n2 The individual cycle is T pulse, then the T/2 that is delayed finally sends n3The individual cycle is T pulse, and these pulses are through overdriving drive circuit After amplification, the transmitting terminal of ultrasonic transmitter is loaded into successively by the order of transmission, and ultrasonic transmitter launches ultrasonic wave letter therewith Number, the ultrasonic receiver under same rectilinear direction, which is received, is converted into electric signal after ultrasonic signal;Wherein for the third time Send n3The purpose of individual driving pulse is in order to previous oscillation energy is balanced out so that ultrasonic transmitter swashs next Dead-beat state is in when encouraging cycle arriving, so as to avoid the influence to next Energizing cycle;Here selected arteries and veins Rush number n1、n2、n3It ensure that envelope peak-peak is appeared on second peak value, most basic pass should be met between them It is n2>n1、n2>n3
Step 2:While pumping signal is sent, excitation is believed by sampling time interval of Δ t using STM32 single-chip microcomputers Number and ultrasonic reception signal synchronize the collection of 12 high-speed a/ds, each sampling number is N, to the ultrasonic signal sampled every time Envelope curve extraction is carried out, envelope sequence point is obtained;
Step 3:By length of every n point to envelope sequence point smoothing processing, what the envelope curve after search is smooth occurred Maximal peak point, and mark the corresponding sample sequence position x of maximal peak point0, with x0For starting point, w is that siding-to-siding block length is searched for forward Envelope curve minimum point after smooth, namely transition valley point, and the corresponding sample sequence position x in mark transitions valley pointp
Step 4:In testing distance group L={ l1,l2,…,lnUnder the conditions of, calculate corresponding xp={ xp1,xp2,…, xpn,
Because sampling time interval is certain, so being that direct ratio is closed between the flight time of ultrasonic wave and sample sequence position System, understands that institute's ranging is from l and the sample sequence position x of transition valley point in conjunction with distance and the linear relationship of flight timepBetween There is also linear relationship;Therefore, with xpFor independent variable, l is dependent variable, and l and x are fitted using principle of least square methodpMathematics Relational expression l=axp+b;
Step 5:For any testing distance l, the sample sequence position x of its transition valley point is obtained with step 1,2,3p, Then by xpSubstitute into the mathematic(al) representation that step 4 is fitted, that is, obtain testing distance l.
In a kind of ultrasonic distance-measuring method of above-mentioned three-stage pulse excitation and feature extraction, the step 3, n is equal to Sampling number in one signal period.
The present invention utilizes positive and negative pulse alternative excitation, ultrasonic transmitter is generated enhanced vibration after a first decay Signal, forms a transition valley point for representing orientation of oscillation change.Transition valley point position is understood based on flight time Cleaning Principle With detection range linear correlation.In view of the valley point feature substantially, the detection error to this position is small.While in order to overcome list The problem of oscillatory extinction under the pulse excitation of direction is slow, it is using the forward and reverse alternative excitation mode of three-stage, i.e., first positive reverse again Then positive energisation mode, it is ensured that be in dead-beat state before ultrasonic receiver measurement next time.
Brief description of the drawings
Ranging system schematic diagram in Fig. 1 present examples.
System block diagram in Fig. 2 present examples.
Improvement driving pulse sampled signal figure in Fig. 3 present examples.
Fig. 4 present examples improve ultrasonic reception signal sampling figure, envelope curve figure and the independent variable x under energisation modep Schematic diagram.
Fig. 5 present examples acceptance of the bid set a distance group l and independent variable xpLeast square linear fit result.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, below in conjunction with accompanying drawing and exemplary reality Example is applied, the processing of energisation mode and ultrasonic reception signal after improving the present invention is further described, described herein Exemplary embodiment is only to explain the present invention, the scope of application being not intended to limit the present invention.
The present invention provides improved supersonic sounding energisation mode and its data processing method, comprises the following steps:
Step 1:Ranging system in this example is as shown in figure 1, measuring system uses centre frequency for 40kHz's TCT40-16R/T type Split ultrasonic sensors.Ultrasonic transmitter and transducer are led with split correlation installed in straight line On rail, transmitter bottom is fixed on line slideway bottom, and receiver can be moved in the range of 0~500mm, and measuring system is placed in In the constant air ambient of temperature, the measuring system frame diagram of this example is as shown in Figure 2.This example chosen by spacing of 50mm away from Demarcated from a group L={ 0,50,100 ..., 450,500 } mm, it is first using STM32 single-chip microcomputers under each distance condition To the pulse that 3 cycles are 25 μ s is sent, be delayed 12.5 μ s, retransmits the pulse that 10 cycles are 25 μ s, then the 12.5 μ s that are delayed, The pulse that 6 cycles are 25 μ s is finally sent, as shown in figure 3, these pulses are after encouraging drive circuit amplification, by the suitable of transmission Sequence is loaded into the transmitting terminal of ultrasonic transmitter successively, and ultrasonic transmitter is launched under ultrasonic signal, same rectilinear direction therewith Ultrasonic receiver receive electric signal be converted into after ultrasonic signal;
Step 2:Using STM32 single-chip microcomputers by the sampling interval of 1.17 μ s to pumping signal and the progress of ultrasonic reception signal Synchronous 12 A/D collections, every time 2000 points of sampling.Envelope curve extraction is carried out to the ultrasonic signal sampled every time, envelope is obtained Sequence of points, as shown in Figure 4.What is selected in this example is based on the envelope curve extracting method for moving Sine-Fitting, but this hair It is bright to be not limited to the method;
Step 3:By length of every 21 points to envelope sequence point smoothing processing, the largest enveloping peak value after search is smooth Point, and mark the sample sequence set of locations of largest enveloping peak point
X0={ 445,573,687,820,960,1091,1345,1460,1582,1695 }.With x0It is area for starting point, 220 Between length (220 be this example measuring system in the experience siding-to-siding block length obtained by test of many times), in correspondence interval [x0-220,x0] Inside forward search can smoothly after envelope curve transition valley point, and the corresponding sample sequence set of locations in mark transitions valley point
Xp={ 284,414,532,666,791,919,1045,1177,1301,1424,1543 };
Step 4:With above-mentioned demarcation distance group L sample sequence set of locations Xs corresponding with transition valley pointpFor sample data, L and x are gone out using least square fittingpMathematical relationship expression formula be
L=0.395xp- 112.664 (units:Mm), the fitting a straight line result of two groups of data is as shown in Figure 5;
Step 5:Ultrasonic receiver is placed in behind an optional position in this example, using the method for above-mentioned steps 1,2,3, Envelope sequence point is extracted, and calculates the corresponding sequence x of minimum value of above-mentioned interval interior envelope curvep=853, substituted into step 5 l and x being fittedpMathematic(al) representation in, current institute's ranging can be calculated from for l=224.271mm.
Specific embodiment described herein is only to spirit explanation for example of the invention.Technology neck belonging to of the invention The technical staff in domain can be made various modifications or supplement to described specific embodiment or be replaced using similar mode Generation, but without departing from the spiritual of the present invention or surmount scope defined in appended claims.

Claims (3)

1. a kind of three-stage pulse excitation and the ranging system of feature extraction, it is characterised in that including:Centre frequency is 40kHz TCT40-16R/T type Split ultrasonic sensors;Ultrasonic transmitter and receiver are arranged on split correlation On line slideway, transmitter bottom is fixed on line slideway bottom, and receiver is moved in the range of 0~500mm.
2. a kind of three-stage pulse excitation and the ultrasonic distance-measuring method of feature extraction, it is characterised in that including:
Step 1:In the measurement range of ranging system, optional one group of testing distance group L={ l1,l2,…,ln, each Under individual distance, n is first sent using the PWM module of STM32 single-chip microcomputers1The individual cycle is T pulse, and be delayed T/2, retransmits n2Individual week Phase is T pulse, then the T/2 that is delayed finally sends n3The individual cycle is T pulse, and these pulses are amplified through overdriving drive circuit Afterwards, the transmitting terminal of ultrasonic transmitter is loaded into successively by the order of transmission, ultrasonic transmitter launches ultrasonic signal therewith, together Ultrasonic receiver under one rectilinear direction, which is received, is converted into electric signal after ultrasonic signal;Wherein third time sends n3 The purpose of individual driving pulse is in order to previous oscillation energy is balanced out so that ultrasonic transmitter is in next Energizing cycle Dead-beat state is in when arriving, so as to avoid the influence to next Energizing cycle;Here selected pulse number n1、n2、n3It ensure that envelope peak-peak is appeared on second peak value, most basic relation n should be met between them2>n1、 n2>n3
Step 2:While pumping signal is sent, using STM32 single-chip microcomputers by sampling time interval of Δ t to pumping signal and Ultrasonic reception signal synchronizes 12 high-speed a/d collections, and each sampling number is N, and the ultrasonic signal sampled every time is carried out Envelope curve is extracted, and obtains envelope sequence point;
Step 3:By length of every n point to envelope sequence point smoothing processing, the maximum that the envelope curve after search is smooth occurs Peak point, and mark the corresponding sample sequence position x of maximal peak point0, with x0For starting point, w is that siding-to-siding block length is searched for forward smoothly Envelope curve minimum point afterwards, namely transition valley point, and the corresponding sample sequence position x in mark transitions valley pointp
Step 4:In testing distance group L={ l1,l2,…,lnUnder the conditions of, calculate corresponding xp={ xp1,xp2,…,xpn,
Because sampling time interval is certain, so be proportional relation between the flight time of ultrasonic wave and sample sequence position, then Understand that institute's ranging is from l and the sample sequence position x of transition valley point with reference to distance and the linear relationship of flight timepBetween also deposit In linear relationship;Therefore, with xpFor independent variable, l is dependent variable, and l and x are fitted using principle of least square methodpMathematical relationship Expression formula l=axp+b;
Step 5:For any testing distance l, the sample sequence position x of its transition valley point is obtained with step 1,2,3p, then will xpSubstitute into the mathematic(al) representation that step 4 is fitted, that is, obtain testing distance l.
3. a kind of three-stage pulse excitation according to claim 2 and the ultrasonic distance-measuring method of feature extraction, its feature exist In in the step 3, n is equal to the sampling number in a signal period.
CN201710296991.6A 2017-04-28 2017-04-28 Ultrasonic distance measurement method based on three-stage pulse excitation and feature extraction Active CN107064941B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710296991.6A CN107064941B (en) 2017-04-28 2017-04-28 Ultrasonic distance measurement method based on three-stage pulse excitation and feature extraction

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710296991.6A CN107064941B (en) 2017-04-28 2017-04-28 Ultrasonic distance measurement method based on three-stage pulse excitation and feature extraction

Publications (2)

Publication Number Publication Date
CN107064941A true CN107064941A (en) 2017-08-18
CN107064941B CN107064941B (en) 2020-03-24

Family

ID=59604304

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710296991.6A Active CN107064941B (en) 2017-04-28 2017-04-28 Ultrasonic distance measurement method based on three-stage pulse excitation and feature extraction

Country Status (1)

Country Link
CN (1) CN107064941B (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108519592A (en) * 2018-04-24 2018-09-11 湖北工业大学 The supersonic sounding pumping signal for reducing blind area adjusts system and method
CN110045379A (en) * 2019-04-11 2019-07-23 华为技术有限公司 Distance measurement method, related equipment and system
CN110108797A (en) * 2019-04-30 2019-08-09 天津大学 Utilize the dielectric interface supersonic detection method of acoustic impedance change information
CN111442747A (en) * 2020-03-13 2020-07-24 中核武汉核电运行技术股份有限公司 Ultrasonic signal processing method
CN112444800A (en) * 2020-10-19 2021-03-05 中科传启(苏州)科技有限公司 Correction method of ultrasonic distance measuring device
CN116170087A (en) * 2022-12-29 2023-05-26 深圳大学 Microsecond ultra-short pulse underwater sound signal detection method
CN116878599A (en) * 2023-09-06 2023-10-13 青岛鼎信通讯科技有限公司 Flow metering method of ultrasonic water meter

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105066918A (en) * 2015-08-10 2015-11-18 上海应用技术学院 Ultrasonic underwater target thickness measuring system and thickness measuring method
CN106199608A (en) * 2016-09-22 2016-12-07 湖北工业大学 A kind of quickly solution envelope algorithm based on mobile Sine-Fitting

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105066918A (en) * 2015-08-10 2015-11-18 上海应用技术学院 Ultrasonic underwater target thickness measuring system and thickness measuring method
CN106199608A (en) * 2016-09-22 2016-12-07 湖北工业大学 A kind of quickly solution envelope algorithm based on mobile Sine-Fitting

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
赵治俊 等: ""超声动态测距的一种直接数字解调处理方法"", 《应用声学》 *

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108519592A (en) * 2018-04-24 2018-09-11 湖北工业大学 The supersonic sounding pumping signal for reducing blind area adjusts system and method
CN108519592B (en) * 2018-04-24 2021-09-03 湖北工业大学 Ultrasonic ranging excitation signal adjusting system and method for reducing blind area
CN110045379A (en) * 2019-04-11 2019-07-23 华为技术有限公司 Distance measurement method, related equipment and system
CN110108797A (en) * 2019-04-30 2019-08-09 天津大学 Utilize the dielectric interface supersonic detection method of acoustic impedance change information
CN110108797B (en) * 2019-04-30 2021-07-30 天津大学 Medium interface ultrasonic detection method utilizing acoustic impedance change information
CN111442747A (en) * 2020-03-13 2020-07-24 中核武汉核电运行技术股份有限公司 Ultrasonic signal processing method
CN111442747B (en) * 2020-03-13 2021-11-30 中核武汉核电运行技术股份有限公司 Ultrasonic signal processing method
CN112444800A (en) * 2020-10-19 2021-03-05 中科传启(苏州)科技有限公司 Correction method of ultrasonic distance measuring device
CN116170087A (en) * 2022-12-29 2023-05-26 深圳大学 Microsecond ultra-short pulse underwater sound signal detection method
CN116170087B (en) * 2022-12-29 2023-11-10 深圳大学 Microsecond ultra-short pulse underwater sound signal detection method
CN116878599A (en) * 2023-09-06 2023-10-13 青岛鼎信通讯科技有限公司 Flow metering method of ultrasonic water meter
CN116878599B (en) * 2023-09-06 2024-01-09 青岛鼎信通讯科技有限公司 Flow metering method of ultrasonic water meter

Also Published As

Publication number Publication date
CN107064941B (en) 2020-03-24

Similar Documents

Publication Publication Date Title
CN107064941A (en) A kind of ultrasonic distance-measuring method of three-stage pulse excitation and feature extraction
CN106772393B (en) A kind of improved ultrasonic ranging method based on flight time detection
CN102636252B (en) Method and device for detecting precise arrival moment of ultrasonic wave
CN107015230B (en) ultrasonic ranging method
CN103941259B (en) A kind of ultrasonic ranging method possessing high noise immunity and range unit
CN103370634B (en) For the driver assistance system of the object in detection vehicle surrounding environment
CN105510444A (en) Two-way time reversal damage imaging method based on ultrasonic guided-wave
CN103995263B (en) A kind of ultrasonic ranging method based on sequential
CN201837420U (en) Device for precisely measuring ultrasonic wave transmission time
CN105911308A (en) Wind speed and wind direction measurement method
CN102589627A (en) Absolute propagation time measuring method for ultrasonic flow meter
CN105571751A (en) Seamless steel rail stress detection device and method based on ultrasonic guided-wave linear array
CN101813528B (en) Method for precisely measuring temperature by using ultrasonic technology and measuring instrument
CN102590341B (en) Method for detecting sonic time and tracking phase wave band of concrete pile shaft by ultrasonic transmission method
CN102841343A (en) Echo sounding apparatus calibration system based on industrial computer and calibration method
CN101813515B (en) Method and device for precisely measuring ultrasonic wave transmission time
US10852168B2 (en) Method of measuring time of flight of an ultrasound pulse
CN105116371B (en) A kind of object localization method and device based on Continuous Transmission Frequency Modulation signal
CN203259503U (en) Ultrasonic transition time measuring system for damage detection
CN2784945Y (en) Ultrasonic distance-measuring sensor
CN105467395B (en) A kind of overlength distance ultrasonic meter
CN204594436U (en) A kind of device of ultrasonic thickness measurement
CN103969648B (en) Ultrasonic ranging method
CN202229790U (en) Single track correlation method ultrasonic gas flow meter
CN104792284A (en) Ultrasonic thickness measurement method

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
TR01 Transfer of patent right

Effective date of registration: 20230822

Address after: 430060 Block B, Building 10, Huijin Center, Financial Port Fourth Road, Donghu New Technology Development Zone, Wuhan City, Hubei Province

Patentee after: Wuhan Puchuang Data Technology Co.,Ltd.

Address before: 430068 1, Lijia 1 village, Nanhu, Wuchang District, Wuhan, Hubei

Patentee before: HUBEI University OF TECHNOLOGY

TR01 Transfer of patent right