CN106493733A - The cruise establishment of coordinate system method of room cruise robot and learning method - Google Patents

The cruise establishment of coordinate system method of room cruise robot and learning method Download PDF

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Publication number
CN106493733A
CN106493733A CN201610917157.XA CN201610917157A CN106493733A CN 106493733 A CN106493733 A CN 106493733A CN 201610917157 A CN201610917157 A CN 201610917157A CN 106493733 A CN106493733 A CN 106493733A
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Prior art keywords
cruise
coordinate
data
robot
coordinate system
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CN201610917157.XA
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CN106493733B (en
Inventor
夏钢
夏泽宇
方宁
陈牧遥
方天翼
陈斌
何迎春
宋杨
罗兵
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SUZHOU YOUTA TECHNOLOGY CO.,LTD.
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Suzhou Dacheng Electric Technology Co Ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Programme-controlled manipulators
    • B25J9/16Programme controls
    • B25J9/1602Programme controls characterised by the control system, structure, architecture
    • B25J9/161Hardware, e.g. neural networks, fuzzy logic, interfaces, processor
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B25HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
    • B25JMANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
    • B25J9/00Programme-controlled manipulators
    • B25J9/16Programme controls
    • B25J9/1656Programme controls characterised by programming, planning systems for manipulators
    • B25J9/1664Programme controls characterised by programming, planning systems for manipulators characterised by motion, path, trajectory planning

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  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Robotics (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Manipulator (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)

Abstract

The present invention relates to a kind of cruise establishment of coordinate system method of room cruise robot and cruise method, the method for setting up coordinate system is comprised the following steps:Identification magnetic nail, determines zero;Cruise robot enters room from threshold, and is cruised along room edge contour, and the profile traces coordinate record that cruise is formed is in coordinate system;Cruise robot carries out blanket type cruise in the profile traces, and by the barrier coordinate record run into during cruise in coordinate system;The obstacle article coordinate of the coordinate system, record in the profile traces coordinate in coordinate system and record in coordinate system is collectively forming primary data.Cruise robot learning method is comprised the following steps:According to primary data, the n-th data, the n-th 1 data ..., the n-th m data analysiss go out the (n+1)th path optimizing to cruise robot;According to the (n+1)th path optimizing, cruise robot carries out (n+1)th customary cruise, and forms the (n+1)th data according to the actual cruise path of (n+1)th customary cruise.

Description

The cruise establishment of coordinate system method of room cruise robot and learning method
Technical field
The present invention relates to a kind of indoor cruise robot, more particularly to a kind of cruise coordinate system of room cruise robot is built Cube method and cruise method.
Background technology
Family or office interior have occurred in that cruise robot of sweeping the floor, and also include certainly other kinds of service cruiser Device people.These cruise robots will realize that the effect of oneself must play the function of its cruise indoors, then can Realize its distinctive other functions.Particularly sweep the floor cruise robot, need blanket type cleaning to be carried out for the ground in house type How cruise, plan optimum cruise route, be at utmost time-saving guarantee, and at utmost meet blanket type without dead The guarantee of angle cruise.How further optimum working method is obtained by daily work and study.
Content of the invention
Instant invention overcomes the deficiencies in the prior art, there is provided a kind of cruise establishment of coordinate system method of room cruise robot And cruise method.
For reaching above-mentioned purpose, the first technical scheme that the present invention is adopted for:A kind of cruise of room cruise robot Establishment of coordinate system method, arranges magnetic nail, it is characterised in that comprise the following steps at door:
(1)When entering room, cruise robot recognizes magnetic nail by the Magnetic Sensor of itself at the threshold, and is defined as coordinate system Zero;
(2)Cruise robot enters room from threshold, and is cruised along room edge contour, and the profile rail that cruise is formed Mark coordinate record is in coordinate system;
(3)Cruise robot carries out blanket type cruise in the profile traces, and the barrier run into during cruise is sat Mark is recorded in coordinate system;
The obstacle article coordinate of the coordinate system, record in the profile traces coordinate in coordinate system and record in coordinate system is common Form primary data.
Second technical scheme adopting of the present invention for:A kind of cruise robot study in the profile traces coordinate Method, comprises the following steps:
(a)Cruise robot goes out the first path optimizing according to initial data analysis;
According to the first path optimizing, cruise robot carries out customary cruise for the first time, and the reality according to customary cruise for the first time Cruise path forms the first data;
(b)Cruise robot goes out the second path optimizing according to primary data and the first data analysiss;
According to the second path optimizing, cruise robot carries out second customary cruise, and the reality according to second customary cruise Cruise path forms the second data;
(c)According to primary data, the n-th data, the (n-1)th data ..., the n-th-m data analysiss go out the (n+1)th optimization road to cruise robot Footpath;
According to the (n+1)th path optimizing, cruise robot carries out (n+1)th customary cruise, and the reality according to (n+1)th customary cruise Border cruise path forms the (n+1)th data.
In a preferred embodiment of the present invention, every time before customary cruise, cruise robot is by the Magnetic Sensor of itself Identification magnetic nail, and then determine the position itself being located in coordinate system.
In a preferred embodiment of the present invention, the (n+1)th path optimizing is the n-th data, the (n-1)th number according to primary data According to ..., the comparison of the n-th-m data analysiss is obtained;
Analysis process is:
The change profile coordinate and fixing profile coordinate changed in profile traces coordinate is distinguished, wherein changes profile coordinate root According to the change profile coordinate that change frequency divides into some grades;
The change obstacle article coordinate and solid obstacle article coordinate changed in obstacle article coordinate is distinguished, wherein change barrier is sat Mark divides into the change obstacle article coordinate of some grades according to change frequency.
In a preferred embodiment of the present invention, n is the number of times of customary cruise, m be include 0 natural number.
The present invention solves defect present in background technology, and the present invention possesses following beneficial effect:
(1)Magnetic nail is arranged at threshold, is the hardware foundation that cruise robot sets up self-position coordinate system, is cruise robot Determine that self-position creates conditions.
(2)Magnetic nail is set in the key position of the controllings such as threshold, the quantity of magnetic nail can be reduced as far as possible.While magnetic Nail is arranged at threshold, and either cruise robot is entered and also goes out to leave the room, is intended to cross magnetic nail, so as to cruise robot Determine self-position.
(3)By setting up path optimizing, the accumulative path optimizing data of statistical analysiss can form a set of optimum robot Real work path, such as whether being roving article or will not be moved substantially by statistic discriminance barrier Article, it is to avoid robot blindly cruises.
Specific embodiment
Presently in connection with embodiment, the present invention is further detailed explanation.
A kind of cruise establishment of coordinate system method of room cruise robot, arranges magnetic nail at door, and its feature exists In comprising the following steps:
(1)When entering room, cruise robot recognizes magnetic nail by the Magnetic Sensor of itself at the threshold, and is defined as coordinate system Zero;Magnetic nail is arranged at threshold, is the hardware foundation that cruise robot sets up self-position coordinate system, is cruiser Device people determines that self-position creates conditions.
(2)Cruise robot enters room from threshold, and is cruised along room edge contour, and the wheel that cruise is formed Wide trajectory coordinates are recorded in coordinate system;Adopt the cruise of edge contour formula draw a circle to approve the most bull wheel in each room with the very first time Profile surface is accumulated, and forms each room accurate location and exact outline coordinate in the coordinate system.
(3)Cruise robot carries out blanket type cruise, and the obstacle that will be run into during cruise in the profile traces Article coordinate is recorded in coordinate system;Blanket type cruise is to ensure that cruise robot can be carried out to floor area in house type without dead angle The guarantee of cleaning.
Magnetic nail is set in the key position of the controllings such as threshold, the quantity of magnetic nail can be reduced as far as possible.Magnetic is followed closely simultaneously It is arranged at threshold, either cruise robot is entered and also goes out to leave the room, is intended to cross magnetic nail, so that cruise robot is true Determine self-position.
The obstacle article coordinate of the coordinate system, record in the profile traces coordinate in coordinate system and record in coordinate system It is collectively forming primary data.
A kind of cruise robot learning method in profile traces coordinate, comprises the following steps:
(a)Cruise robot goes out the first path optimizing according to initial data analysis;
According to the first path optimizing, cruise robot carries out customary cruise for the first time, and the reality according to customary cruise for the first time Cruise path forms the first data;
(b)Cruise robot goes out the second path optimizing according to primary data and the first data analysiss;
According to the second path optimizing, cruise robot carries out second customary cruise, and the reality according to second customary cruise Cruise path forms the second data;
(c)According to primary data, the n-th data, the (n-1)th data ..., the n-th-m data analysiss go out the (n+1)th optimization road to cruise robot Footpath;
According to the (n+1)th path optimizing, cruise robot carries out (n+1)th customary cruise, and the reality according to (n+1)th customary cruise Border cruise path forms the (n+1)th data.N is the number of times of customary cruise, m be include 0 natural number.
Every time before customary cruise, cruise robot recognizes magnetic nail by the Magnetic Sensor of itself, and then determines itself position Position in coordinate system.
(n+1)th path optimizing is that the n-th data, the (n-1)th data ..., the n-th-m data analysiss are compared according to primary data Arrive;N is the number of times of customary cruise, m be include 0 natural number.
Analysis process is:
The change profile coordinate and fixing profile coordinate changed in profile traces coordinate is distinguished, wherein changes profile coordinate root According to the change profile coordinate that change frequency divides into some grades;
The change obstacle article coordinate and solid obstacle article coordinate changed in obstacle article coordinate is distinguished, wherein change barrier is sat Mark divides into the change obstacle article coordinate of some grades according to change frequency.
By setting up path optimizing, the accumulative path optimizing data of statistical analysiss can form a set of optimum robot reality Operating path, whether such as by statistic discriminance barrier is roving article or the thing that will not be moved substantially Product, it is to avoid robot blindly cruises.
It is enlightenment according to the desirable embodiment of the present invention above, by above-mentioned description, related personnel completely can be with In the range of without departing from this invention technological thought, various change and modification is carried out.The technical scope of this invention The content being not limited in description, it is necessary to which technical scope is determined according to right.

Claims (5)

1. a kind of cruise establishment of coordinate system method of room cruise robot, arranges magnetic nail at door, it is characterised in that Comprise the following steps:
(1)When entering room, cruise robot recognizes magnetic nail by the Magnetic Sensor of itself at the threshold, and is defined as coordinate system Zero;
(2)Cruise robot enters room from threshold, and is cruised along room edge contour, and the profile rail that cruise is formed Mark coordinate record is in coordinate system;
(3)Cruise robot carries out blanket type cruise in the profile traces, and the barrier run into during cruise is sat Mark is recorded in coordinate system;
The obstacle article coordinate of the coordinate system, record in the profile traces coordinate in coordinate system and record in coordinate system is common Form primary data.
2. a kind of cruise robot learning method in profile traces coordinate described in claim 1, it is characterised in that include with Lower step:
(a)Cruise robot goes out the first path optimizing according to initial data analysis;
According to the first path optimizing, cruise robot carries out customary cruise for the first time, and the reality according to customary cruise for the first time Cruise path forms the first data;
(b)Cruise robot goes out the second path optimizing according to primary data and the first data analysiss;
According to the second path optimizing, cruise robot carries out second customary cruise, and the reality according to second customary cruise Cruise path forms the second data;
(c)According to primary data, the n-th data, the (n-1)th data ..., the n-th-m data analysiss go out the (n+1)th optimization road to cruise robot Footpath;
According to the (n+1)th path optimizing, cruise robot carries out (n+1)th customary cruise, and the reality according to (n+1)th customary cruise Border cruise path forms the (n+1)th data.
3. cruise robot learning method according to claim 2, it is characterised in that every time before customary cruise, cruise machine Magnetic nail is recognized by the Magnetic Sensor of itself per capita, and then determines the position itself being located in coordinate system.
4. cruise robot learning method according to claim 2, it is characterised in that
(n+1)th path optimizing is the n-th data, the (n-1)th data ... according to primary data, and the n-th-m data analysiss are compared and to be obtained;
Analysis process is:
The change profile coordinate and fixing profile coordinate changed in profile traces coordinate is distinguished, wherein changes profile coordinate root According to the change profile coordinate that change frequency divides into some grades;
The change obstacle article coordinate and solid obstacle article coordinate changed in obstacle article coordinate is distinguished, wherein change barrier is sat Mark divides into the change obstacle article coordinate of some grades according to change frequency.
5. cruise robot learning method according to claim 2 or 4, it is characterised in that n is the number of times of customary cruise, m is Including 0 natural number.
CN201610917157.XA 2016-10-21 2016-10-21 The cruise establishment of coordinate system method and learning method of room cruise robot Active CN106493733B (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108845575A (en) * 2018-06-27 2018-11-20 芜湖市越泽机器人科技有限公司 A kind of robot localization method

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CN203444334U (en) * 2013-08-30 2014-02-19 浙江理工大学 Autonomous navigation system of tour guide robot
CN104133476A (en) * 2014-07-31 2014-11-05 四川阿泰因机器人智能装备有限公司 Self-adaption path tracking method of inspection robot
CN105320140A (en) * 2015-12-01 2016-02-10 浙江宇视科技有限公司 Robot cleaner and cleaning path planning method thereof
CN105652864A (en) * 2014-11-14 2016-06-08 科沃斯机器人有限公司 Map construction method utilizing mobile robot and work method utilizing map
CN205375190U (en) * 2016-02-03 2016-07-06 南京聚立工程技术有限公司 Independently charging system of polar region robot is patrolled and examined in removal
KR20160087687A (en) * 2015-01-14 2016-07-22 부산대학교 산학협력단 Localization method of mobile robot using magnetic and IMU

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN203444334U (en) * 2013-08-30 2014-02-19 浙江理工大学 Autonomous navigation system of tour guide robot
CN104133476A (en) * 2014-07-31 2014-11-05 四川阿泰因机器人智能装备有限公司 Self-adaption path tracking method of inspection robot
CN105652864A (en) * 2014-11-14 2016-06-08 科沃斯机器人有限公司 Map construction method utilizing mobile robot and work method utilizing map
KR20160087687A (en) * 2015-01-14 2016-07-22 부산대학교 산학협력단 Localization method of mobile robot using magnetic and IMU
CN105320140A (en) * 2015-12-01 2016-02-10 浙江宇视科技有限公司 Robot cleaner and cleaning path planning method thereof
CN205375190U (en) * 2016-02-03 2016-07-06 南京聚立工程技术有限公司 Independently charging system of polar region robot is patrolled and examined in removal

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108845575A (en) * 2018-06-27 2018-11-20 芜湖市越泽机器人科技有限公司 A kind of robot localization method

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