CN202630963U - Indoor mobile robot positioning system based on two-dimension code - Google Patents
Indoor mobile robot positioning system based on two-dimension code Download PDFInfo
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- CN202630963U CN202630963U CN 201220269220 CN201220269220U CN202630963U CN 202630963 U CN202630963 U CN 202630963U CN 201220269220 CN201220269220 CN 201220269220 CN 201220269220 U CN201220269220 U CN 201220269220U CN 202630963 U CN202630963 U CN 202630963U
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Abstract
The utility model relates to an indoor mobile robot positioning system based on a two-dimension code. The system comprises a two-dimension code positioning controller arranged on a mobile robot, a two-dimension code acquisition device and a two-dimension code label distributed in an indoor environment, wherein the two-dimension code positioning controller consists of a micro processor and a communication interface which are connected with each other; and the micro processor is connected with the two-dimension code acquisition device through the communication interface and is used for controlling the two-dimension code acquisition device to acquire a two-dimension code image, receiving the two-dimension code image acquired by the two-dimension code acquisition device and realizing a precise positioning function. According to the indoor mobile robot positioning system, a vision positioning technology, a two-dimension code positioning technology and a two-degree-of-freedom speed measurement technology are organically combined, so that a function of accurately positioning the mobile robot is realized, and the problems of complicated image processing and low positioning precision of the conventional vision positioning system are solved.
Description
Technical field
The utility model belongs to the mobile robot technology field, especially a kind of indoor mobile robot positioning system based on two-dimension code.
Background technology
In order in automated production and warehousing management, to use the mobile robot, require accurately identification current location of indoor mobile robot, have only accurate identification current location, accurately completed knocked down products, transmission and carrying product.At present, the indoor mobile robot localization method generally has several kinds: telemetry, vision positioning method, piloting combine with RFID method, bar code localization method.Describe respectively in the face of these distance-finding methods down:
Telemetry is also claimed predication method, and it measures slight distance through the scrambler that two wheels install additional, calculates the variable quantity of mobile robot position and attitude, through adding up, realizes mobile robot's automatic location.But, in case the skid phenomenon appears in the wheel traveling process, because the output of scrambler can not be revised this error; So, As time goes on, will strengthen deviation accumulation; Cause the reduction of bearing accuracy, therefore, it is last that telemetry only is adapted to one section quite short distance.
Other a kind of method of identification mobile robot position and direction is the method for radio frequency marking card and a kind of RFID reader.The corresponding one number of each RF tag in this method, and according to one number, its actual geographic position of correspondence in the RF tag mapping table, thereby the physical location of positioning mobile robot.But be to use this method must lay RF tag to high-density; Could satisfy the needs of robot location; And the problem of thereupon bringing is; If the RFID distribution density is too high, will produce the phase mutual interference between the signal of exporting from rfid card, may occur once reading a plurality of card numbers and cause and can't locate.To the problems referred to above; The method that can adopt piloting to combine with RFID solves, and one side under the prerequisite that guarantees bearing accuracy, has reduced the distribution density of RFID with predication method; On the one hand with the correction of RFID locating information the cumulative errors of dead reckoning; But since effective read range of RFID reader several to tens centimetres in, specifically depend on the influence of many uncertain factors such as emissive power, reading angular, position and spuious electromagnetic interference of radio frequency, therefore; Its bearing accuracy is difficult to reach centimetre-sized, can not satisfy the very high occasion of localization for Mobile Robot accuracy requirement.
Patent of invention 02105980.2 has been announced the vision localization scheme that is used for dust-collecting robot: the image information of obtaining ceiling through a vertically disposed camera; Utilize graphical analysis, correlation technique to judge the position of robot, realize the function of the traversal cleaning operation in the whole room.The problem that this method exists is: 1, owing to be that two cover images compare; Wherein a cover full images image is preserved in advance; This just needs a large-capacity storage media memory image; When needs, extract at any time and compare with present image information, thus the actual geographic position of acquisition current location in whole room; 2, graphical analysis needs powerful data operation ability, and being far from general embedded system can be competent at, more than explain that all employing vision localization scheme has increased cost greatly.
The bar code method for positioning mobile robot improves to above deficiency.Patent of invention 20041005968.1 has been announced a kind of indoor mobile robot positioning system and method based on one-dimensional bar code; This method is on each bar coded sticker, to print several bar codes; Each bar code data is made up of two parts: one-level code and offset sign indicating number; One-level code is used for locating the actual geographic position of this label in indoor environment, and the offset sign indicating number is used for confirming the side-play amount between each bar code on this label, and the one-level code on each label on each bar code is identical; Represent whole label in indoor geographic position, the relative position between each bar code is represented with side-play amount separately.In order to guarantee that the each scanning of bar code scan rifle obtains a complete bar code; Regulation bar code scan width is not less than the length of two complete bar codes; When the clear area appears in sweep limit, splice through data message and to obtain a complete barcode data the 1st left and right sides, clear area.When in order to legal variable mobile robot position, top; Be with position (absolute position), the position (relative position) of bar code, these three data stacks of bar code scan rifle position (relative position) of label, finally obtain the mobile robot in indoor actual geographic position.The advantage of above method is the ingenious layout through bar code symbol; Can accurately calculate mobile robot's indoor location and in implementation process, accomplish to take resource few and reduce cost; But; This method still has following deficiency: 1, bar code recognition speed is low, is not suitable for high efficiency mobile robot field.Because one-dimensional bar code does not possess the specific function figure that is used for symbol location and feature identification; Can not rely on the quick reading of data of advantage of hardware itself; The reading speed of one-dimensional bar code only is 1/10th of a two-dimension code QR sign indicating number in the same time; With CCD two-dimensional bar code recognizing apparatus, per second can be distinguished 30 QR Code code signs that contain 100 characters; And for the one-dimensional bar code that contains identical data information, per second only can be distinguished 2～3 symbols.2, the bar code layout structure is difficult to realize comprehensive recognition.Because one-dimensional bar code is that folk prescription is to array data; Barcode scanner can only be the transversal scanning data; Its recognition position angle can only be positive and negative 10 degree, because angular range is smaller, the mobile robot is difficult to accomplish do not depart from all the time this angle in the process of moving; When especially car body is the camber line turning,, the mobile robot can not correctly locate in case having departed from the recognition angle.3, fault-tolerant ability is poor, and is high to environmental requirement, cost is high, is unfavorable for promoting the use of.Owing to after the one dimension sign indicating number does not have the error correction code word and is added on the code word data sequence, make call sign obliterated data when running into damage, wearing and tearing after bar code uses for a long time, occur, or because ground relief when bar code is crooked, all can not normally be distinguished data.
Summary of the invention
The purpose of the utility model is to overcome the deficiency of prior art, provides that a kind of high speed reads, comprehensive recognition, fault-tolerant error correction and location be accurately based on the indoor mobile robot positioning system of two-dimension code.
The utility model solves its technical matters and takes following technical scheme to realize:
A kind of indoor mobile robot positioning system based on two-dimension code; Comprise two-dimension code register control, the two-dimension code harvester that is installed on the mobile robot and be distributed in the two-dimension code label in the indoor environment; This two-dimension code register control is connected and composed by microprocessor and communication interface; Microprocessor is connected with the two-dimension code harvester through communication interface, is used to control the two-dimension code harvester and carries out the image in 2 D code collection, receives the image in 2 D code of image in 2 D code harvester collection and realize accurate positioning function.
And described two-dimension code is a rectangular.
And described communication interface is network interface, USB interface or 1394 interfaces, and described image in 2 D code harvester is the camera with network interface, USB interface or 1394 interfaces.
And; Described microprocessor also is provided with two encoder interfaces and connects the two-freedom speed measuring device; This speed measuring device comprises speed measuring device support, clutch shaft bearing, second bearing, rotating shaft, shaft encoder, connecting rod, supporting roller, supporting roller support, supporting roller rotating shaft and supporting roller scrambler; Clutch shaft bearing is installed in the middle part of speed measuring device support; Clutch shaft bearing and axle together, an end of rotating shaft is connected with shaft encoder through clutch shaft bearing, rotating shaft shaft coupling, the other end of rotating shaft and second bearing mesh together; One pitman shaft radially is installed in rotating shaft; The one end hinge of the outer end of this pitman shaft and connecting rod is fitted together, and between connecting rod and rotating shaft, is provided with a spring connecting rod is rotated along pitman shaft, and the other end of this connecting rod is installed in the two ends of supporting roller rotating shaft; This supporting roller is installed in the supporting roller rotating shaft; This supporting roller rotating shaft one side is connected with the supporting roller scrambler through the supporting roller shaft coupling, and this supporting roller scrambler is installed on the supporting roller support, and the lower end of this supporting roller support and connecting rod is solidly installed.
And described speed measuring device support is connected and composed by first crossbearer, second crossbearer and vertical frame, and first crossbearer is installed in the middle part of vertical frame one side and installs with clutch shaft bearing, and second crossbearer is installed in the bottom of a side of vertical frame.
The advantage and the good effect of the utility model are:
1, the utility model organically combines vision localization technology and two-dimension code location technology; Make between the two and learn from other's strong points to offset one's weaknesses, bring out the best in each other: utilize two-dimension code ardware feature (the position sensing figure at three angles and two-dimension code square shape); For IMAQ provides the ability of high-speed recognition and comprehensive recognition with handling, thereby solved the problem of conventional barcode (one dimension sign indicating number) positioning system recognition speed low (be two-dimension code 1/10th), recognition angle single (can only laterally distinguish); Utilize four apex coordinates of two-dimension code square to calculate the two-dimension code center point coordinate; Thereby calculate position deviation and angular deviation between dolly and the two-dimension code; And then accurately locate the position and the direction of current dolly, solved traditional vision positioning system too complicated and not accurate enough problem of bearing accuracy on Flame Image Process.
2, the utility model effectively combines two-freedom speed measuring device and two-dimension code register control: the car body bottom that the two-freedom speed measuring device is installed in the mobile robot; Gather the data of rotating shaft and supporting roller scrambler in real time through the scrambler on rotating shaft and the supporting roller; Realized accurate speed measuring function to body speed of vehicle; Thereby guaranteed two-dimension code register control validity on time and physical location when the two-dimension code harvester is gathered, solved the scrambler output error that traditional speed measuring device (scrambler) causes in wheel spin and caused counting of carriers displacement miscount, cause the empty problem of clapping of image.
Description of drawings
Fig. 1 is that the system of the utility model connects synoptic diagram;
Fig. 2 is a two-freedom speed measuring device structural representation;
Fig. 3 is the supporting roller part-structure synoptic diagram of two-freedom speed measuring device;
Fig. 4 is the measuring principle synoptic diagram of two-freedom speed measuring device;
Fig. 5 is the image coordinate system and the dolly coordinate system synoptic diagram of the utility model;
Fig. 6 is the image synoptic diagram that the image capture module of the utility model is gathered;
Fig. 7 is four apex coordinate synoptic diagram that image processing module obtains two-dimension code;
Fig. 8 is computing center's point methods synoptic diagram of the utility model;
Fig. 9 is the pose change calculations method synoptic diagram of the utility model.
Embodiment
Below in conjunction with accompanying drawing the utility model embodiment is done further detailed description:
A kind of indoor mobile robot positioning system based on two-dimension code, as shown in Figure 1, comprise two-dimension code register control, two-freedom speed measuring device, the two-dimension code harvester that is installed on the mobile robot and be distributed in the two-dimension code label in the indoor environment.In indoor environment, arrange the guiding function of the two-dimension code label realization of some to the mobile robot; In the utility model, two-dimension code adopts rectangular, and this two-dimension code label has the position sensing figure at three angles and the characteristic of two-dimension code square shape; Adopt laterally, vertically can canned data matrix form mode layout; Can realize the comprehensive recognition of 360 degree, two-dimension code divides functional graphic district and coded format district, and there are several position sensing figures in the functional graphic district; The position, size, the angle of inclination that are used for the recognizing apparatus acquisition code; To be implemented in hypervelocity recognition in the very short time, the functional graphic district also has correction graph, is used to realize the level Four error correction of two-dimension code.Described two-dimension code register control is connected and composed by microprocessor, two encoder interfaces and communication interface; This microprocessor is connected with the two-freedom speed measuring device through two encoder interfaces and is used to detect mobile robot's travelling speed; Microprocessor is connected with the two-dimension code harvester through communication interface; Be used to control the two-dimension code harvester and carry out the image in 2 D code collection and receive the image in 2 D code that the image in 2 D code harvester is gathered, microprocessor carries out Flame Image Process, coordinate transform processing and encoded radio mapping treatment to image in 2 D code and realizes accurate positioning function.The communication interface that microprocessor is connected with the image in 2 D code harvester can be network interface, USB interface or 1394 interfaces, can microprocessor be connected with the camera with network interface, USB interface or 1394 interfaces through above-mentioned communication interface and realize IMAQ and localization process function.
The two-freedom speed measuring device; Like Fig. 2 and shown in Figure 3, comprise speed measuring device support 1, clutch shaft bearing 6, second bearing 2, rotating shaft 3, rotating shaft shaft coupling 7, shaft encoder 8, spring 5, connecting rod 9, supporting roller 11, supporting roller support 10, supporting roller rotating shaft 15, supporting roller shaft coupling 16 and supporting roller scrambler 17.The speed measuring device support comprises first crossbearer 13, second crossbearer 12 and vertical frame 14; First crossbearer is installed in the middle part of vertical frame one side; Second crossbearer is installed in the bottom of a side of vertical frame, and the outside and the clutch shaft bearing of first crossbearer are solidly installed, and clutch shaft bearing and axle are together; One end of rotating shaft is installed shaft encoder through clutch shaft bearing 6, rotating shaft shaft coupling, and the other end of rotating shaft and second bearing mesh together; Second bearing both can be installed in the upper end of rotating shaft, also can be installed in the lower end of rotating shaft, and concrete form is: second Bearing Installation is in the upper end of rotating shaft, and meanwhile, shaft encoder is installed on second crossbearer of speed measuring device support through the rotating shaft shaft coupling; Perhaps, second Bearing Installation is on second crossbearer of speed measuring device support, and meanwhile, shaft encoder is installed in the upper end of rotating shaft through clutch shaft bearing 6, rotating shaft shaft coupling.One pitman shaft 4 radially is installed in rotating shaft, and the end hinge of the outer end of this pitman shaft and connecting rod is fitted together, and between connecting rod and rotating shaft, is provided with a spring connecting rod can be rotated along pitman shaft; The other end of this connecting rod is installed in the two ends of supporting roller rotating shaft, and supporting roller is installed in the supporting roller rotating shaft, and the distance between this supporting roller and the ground leans on spring to regulate; When ground was protruding, spring was shortened, when cave in ground; Spring is extended; Supporting roller rotating shaft one side is connected with the supporting roller scrambler through the supporting roller shaft coupling, and this supporting roller scrambler is installed on the supporting roller support, and the lower end of this supporting roller support and connecting rod is solidly installed.
The two-freedom speed measuring device is installed on the center of mobile robot's lower surface; The shaft encoder of two-freedom speed measuring device, supporting roller scrambler are connected with interior shaft encoder interface, the supporting roller encoder interfaces of two-dimension code register control; The output terminal of the output terminal of shaft encoder interface, supporting roller encoder interfaces is connected with microprocessor, and microprocessor carries out speed calculation according to two information collected by encoder.Its measuring principle is: owing to two-freedom speed measuring device supporting roller, rotating shaft, connecting rod remain at motion in the same plane, when mobile robot's moving linearly, rotating shaft, connecting rod, supporting roller are arranged as straight line and consistent with the body movement direction; When the car body turning motion; Because ground can't provide the turning moment of supporting roller immediately, connecting rod and car body will produce an angle theta, and be as shown in Figure 4; Car body and two-freedom speed measuring device all can produce an instantaneous radius and the instantaneous center of circle; Wherein, the center of circle is common, angular velocity omega
TurnIdentical, and the radius of turn L1 of the radius of turn L2 of car body and two-freedom speed measuring device is inequality, because car body turning guide marking speed V
Car=L2* ω
Turn, supporting roller turning guide marking speed V
Wheel=L1* ω
Turn, so V car=V wheel/COS θ, wherein, V wheel=L1* ω
Turn=R* ω
Supporting roller, finally through V car=R* ω
Supporting roller/ COS θ calculates the travelling speed of car body, thereby has realized the accurate speed measuring function to car body.
The two-dimension code register control is according to the speed of two-freedom speed measuring device; Can control effectively when the mobile robot advances to the two-dimension code label place and take pictures, thereby guarantee two-dimension code register control validity on time and physical location when the two-dimension code harvester is gathered.
The course of work in the face of the utility model describes down: prepackage has two-dimension code positioning control software in microprocessor; This two-dimension code positioning control software comprises speed measuring module, camera calibration module, image processing module, coordinate transformation module and encoded radio mapping block, and this speed measuring module can carry out accurate measure and transmit to mobile robot's travelling speed and give microprocessor; Described camera calibration module is used for camera is demarcated, to set up the corresponding relation between camera and the mobile robot; Four coordinates of summit in image coordinate system of described image processing module output two-dimension code; Described encoded radio mapping block with each unique encoded radio corresponding corresponding one by one its in indoor actual geographic position; Described coordinate transformation module output dolly position deviation value, pose changing value and current position and the direction of dolly.Specifically may further comprise the steps:
Owing in indoor mobile robot positioning system, exist two coordinate systems based on two-dimension code: dolly coordinate system and image coordinate system, therefore, before carrying out the coordinate extraction, must demarcate to set up camera and dolly corresponding relation camera.As shown in Figure 5, wherein image coordinate system is to be initial point with the image upper left corner, is the rectangular coordinate system of unit with the pixel, and u, v axle are represented line number and the columns of this pixel in digital picture respectively.In order in vision system, to set up unified coordinate, just need set up image coordinate system and dolly coordinate system coordinate transformation relation between the two, image coordinate is unified under the dolly coordinate system the most at last.The camera calibration module adopts traditional camera calibration method to demarcate, and like the gridiron pattern scaling method, can obtain rotation matrix R value through demarcating, can be with certain 1 P on the image through the R value
Image(u v) converts certain 1 P on the dolly coordinate system into
Dolly(x, y), certain spatial point is following at the conversion relational expression of image coordinate system and dolly coordinate system:
P
Dolly(x, y)=R * P
Image(u, v).
In this step; The two-dimension code register control is controlled the opportunity that the image in 2 D code harvester is taken a picture according to the layout of two-freedom speed measuring device measured speed and indoor two-dimension code label, is image in 2 D code with the image that guarantees image in 2 D code harvester photograph gained.As shown in Figure 6; The Outside Dimensions of the each image in 2 D code of taking a picture of image in 2 D code harvester is fixed; But the position of image in 2 D code in image is at random; This is because the mobile robot is at random with the position of current two-dimension code label under steam, so the two-dimension code position also is random variation in image in the image in 2 D code of two-dimension code harvester collection.
Each point at image coordinate system is represented 1 pixel value, uses P
Image(u v) representes.Image processing module takes out image in 2 D code, and is as shown in Figure 7, can obtain the coordinate P of four summits of two-dimension code in image coordinate system fast according to the position sensing figure at three angles of two-dimension code
Two-dimension code(u1, v1), P
Two-dimension code(u2, v2), P
Two dimension Sign indicating number(u3, v3), P
Two-dimension code(u4, v4).Can obtain the coordinate P of four summits in the dolly coordinate system according to certain spatial point at the conversion relational expression of image coordinate system and dolly coordinate system
Two-dimension code(x1, y1), P
Two-dimension code(x2, y2), P
Two-dimension code(x3, y3), P
Two-dimension code(x4, y4):
P
Two-dimension code(x1, y1)=R * P
Two-dimension code(u1, v1)
P
Two-dimension code(x2, y2)=R * P
Two-dimension code(u2, v2)
P
Two-dimension code(x3, y3)=R * P
Two-dimension code(u3, v3)
P
Two-dimension code(x4, y4)=R * P
Two-dimension code(u4, v4)
As shown in Figure 8, the dolly coordinate system coordinate (X of two-dimension code central point
Two-dimension code, Y
Two-dimension code) can directly obtain after the dolly coordinate system coordinate Calculation through its four summits:
X
Two-dimension code=(Point1.x+Point2.x+Point3.x+Point4.x)/4;
Y
Two-dimension code=(Point1.y+Point2.y+Point3.y+Point4.y)/4;
Because whole picture size is fixed, the direct length and width size with whole image of its pixel center point respectively reduces by half and obtains: P
Picture centre(u, v)
P
Picture centre(x, y)=R * P
Picture centre(u, v)
Step 7, calculate dolly directions X, Y deviation of directivity value.
Dolly must calculate under the condition in unified coordinate system in the deviate of X axle, Y direction.Through with the image in 2 D code central point (X under the dolly coordinate system
Two-dimension code, Y
Two-dimension code) and the dolly coordinate system under whole image center (X
Image, Y
Image) all convert the central point under the dolly coordinate system into after, can counting of carriers at the deviation D elta of directions X
XWith deviation D elta in the Y direction
y
Dolly is at the deviation D elta of directions X
X=X
Two-dimension code-X
Image
Dolly is at the deviation D elta of directions X
y=Y
Two-dimension code-y
Image
As shown in Figure 9, the two-dimension code harvester is along with the angle of its photographic image of variation of car body pose possibly be at random, and the position of such image in 2 D code of taking a picture in whole image will present the angle of inclination.The method of calculating this angle variation is: obtain the computing formula that the dolly pose changes Theta through four coordinates of summit under the dolly coordinate system of two-dimension code:
Theta=atan2(Point2.x+Point3.x-Point1.x-Point4.x,
Point2.y+Point3.y-Point1.y-Point4.y)
Step 9, counting of carriers current location.
The encoded radio mapping block appends to the position deviation between dolly and the two-dimension code on the absolute coordinates of two-dimension code can obtain current dolly in indoor actual geographic position.Its method is following: at the two-dimension code positioning unit; Obtain two-dimension code label in indoor actual geographic position through coordinate mapping module; Just at the coordinate position of dolly coordinate system; Position deviation with dolly appends on the absolute coordinates of two-dimension code label again, can obtain the current location of dolly.
It is emphasized that; The described embodiment of the utility model is illustrative; Rather than it is determinate; Therefore the utility model is not limited to the embodiment described in the embodiment, every by those skilled in the art according to other embodiments that the technical scheme of the utility model draws, belong to the scope of the utility model protection equally.
Claims (5)
1. indoor mobile robot positioning system based on two-dimension code; It is characterized in that: comprise two-dimension code register control, the two-dimension code harvester that is installed on the mobile robot and be distributed in the two-dimension code label in the indoor environment; This two-dimension code register control is connected and composed by microprocessor and communication interface; Microprocessor is connected with the two-dimension code harvester through communication interface, is used to control the two-dimension code harvester and carries out the image in 2 D code collection, receives the image in 2 D code of image in 2 D code harvester collection and realize accurate positioning function.
2. the indoor mobile robot positioning system based on two-dimension code according to claim 1 is characterized in that: described two-dimension code is a rectangular.
3. the indoor mobile robot positioning system based on two-dimension code according to claim 1; It is characterized in that: described communication interface is network interface, USB interface or 1394 interfaces, and described image in 2 D code harvester is the camera with network interface, USB interface or 1394 interfaces.
4. according to claim 1 or 2 or 3 described indoor mobile robot positioning systems based on two-dimension code; It is characterized in that: described microprocessor also is provided with two encoder interfaces and connects the two-freedom speed measuring device; This speed measuring device comprises speed measuring device support, clutch shaft bearing, second bearing, rotating shaft, shaft encoder, connecting rod, supporting roller, supporting roller support, supporting roller rotating shaft and supporting roller scrambler; Clutch shaft bearing is installed in the middle part of speed measuring device support; Clutch shaft bearing and axle together, an end of rotating shaft is connected with shaft encoder through clutch shaft bearing, rotating shaft shaft coupling, the other end of rotating shaft and second bearing mesh together; One pitman shaft radially is installed in rotating shaft; The one end hinge of the outer end of this pitman shaft and connecting rod is fitted together, and between connecting rod and rotating shaft, is provided with a spring connecting rod is rotated along pitman shaft, and the other end of this connecting rod is installed in the two ends of supporting roller rotating shaft; This supporting roller is installed in the supporting roller rotating shaft; This supporting roller rotating shaft one side is connected with the supporting roller scrambler through the supporting roller shaft coupling, and this supporting roller scrambler is installed on the supporting roller support, and the lower end of this supporting roller support and connecting rod is solidly installed.
5. the indoor mobile robot positioning system based on two-dimension code according to claim 4; It is characterized in that: described speed measuring device support is connected and composed by first crossbearer, second crossbearer and vertical frame; First crossbearer is installed in the middle part of vertical frame one side and installs with clutch shaft bearing, and second crossbearer is installed in the bottom of a side of vertical frame.
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Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102735235A (en) * | 2012-06-07 | 2012-10-17 | 无锡普智联科高新技术有限公司 | Indoor mobile robot positioning system and method based on two-dimensional code |
| CN103955222A (en) * | 2014-05-05 | 2014-07-30 | 无锡普智联科高新技术有限公司 | Mobile robot path planning method based on multi-barrier environment |
| CN106056028A (en) * | 2016-06-29 | 2016-10-26 | 倪洪雷 | Rapid scanning and waybill recording method and device thereof |
| CN108225303A (en) * | 2018-01-18 | 2018-06-29 | 水岩智能科技（宁波）有限公司 | Two-dimensional code positioning label, and positioning navigation system and method based on two-dimensional code |
| WO2020199953A1 (en) * | 2019-03-29 | 2020-10-08 | 西人马（厦门）科技有限公司 | Method and system for positioning movable target |
-
2012
- 2012-06-07 CN CN 201220269220 patent/CN202630963U/en not_active Withdrawn - After Issue
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102735235A (en) * | 2012-06-07 | 2012-10-17 | 无锡普智联科高新技术有限公司 | Indoor mobile robot positioning system and method based on two-dimensional code |
| CN103955222A (en) * | 2014-05-05 | 2014-07-30 | 无锡普智联科高新技术有限公司 | Mobile robot path planning method based on multi-barrier environment |
| CN103955222B (en) * | 2014-05-05 | 2016-05-11 | 无锡普智联科高新技术有限公司 | A kind of method for planning path for mobile robot based on multi obstacles environment |
| CN106056028A (en) * | 2016-06-29 | 2016-10-26 | 倪洪雷 | Rapid scanning and waybill recording method and device thereof |
| CN106056028B (en) * | 2016-06-29 | 2018-09-28 | 浙江速狐科技有限公司 | A kind of method and its device that quick scanning record is single |
| CN108225303A (en) * | 2018-01-18 | 2018-06-29 | 水岩智能科技（宁波）有限公司 | Two-dimensional code positioning label, and positioning navigation system and method based on two-dimensional code |
| WO2020199953A1 (en) * | 2019-03-29 | 2020-10-08 | 西人马（厦门）科技有限公司 | Method and system for positioning movable target |
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