CN107045308A - Intelligent interaction service robot - Google Patents

Intelligent interaction service robot Download PDF

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Publication number
CN107045308A
CN107045308A CN201710371186.5A CN201710371186A CN107045308A CN 107045308 A CN107045308 A CN 107045308A CN 201710371186 A CN201710371186 A CN 201710371186A CN 107045308 A CN107045308 A CN 107045308A
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CN
China
Prior art keywords
module
service robot
intelligent interaction
car body
interaction service
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Pending
Application number
CN201710371186.5A
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Chinese (zh)
Inventor
邾明明
张凤
徐文华
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.)
NANJING SINO-DEVICE TECHNOLOGY Inc
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NANJING SINO-DEVICE TECHNOLOGY Inc
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Priority to CN201710371186.5A priority Critical patent/CN107045308A/en
Publication of CN107045308A publication Critical patent/CN107045308A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • G05B19/0423Input/output
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/25Pc structure of the system
    • G05B2219/25257Microcontroller

Abstract

The invention discloses a kind of intelligent interaction service robot, including mechanical car body and hardware control circuit, the mechanical vehicle bottom is provided with road wheel, sound pick-up is installed on the mechanical car body, when the sound pick-up on car body receives command signal, automatically moved to by the road wheel of hardware control circuit control machinery car body at user place;The hardware control circuit, including Power Management Design module, dsp controller, sound identification module, auditory localization module, motor drive module, avoiding obstacles by supersonic wave module and signal processing module.The present invention is using TMS32OF28O12 as core controller, using sound pick-up as sound transducer, using Delay Estima-tion method, realizes the real-time detection to customer location with voluntarily judging;Obstacle in automatic dodging traveling process is realized using ultrasonic sensor, is accurate to up to user location.

Description

Intelligent interaction service robot
Technical field
The present invention relates to smart home field, specifically, more particularly, to a kind of intelligent interaction service robot.
Background technology
In modern house, people increasingly focus on the intellectuality of various furniture layouts in family, and operableization is rationalized, section Huas and hommization.A kind of design framework for including the modules such as voice, communication interface, motor, avoidance, signal transacting is proposed, can To design and manufacture a kind of smart home service robot of intelligent, hommization.The interactive and class people for improving robot is special Levy, and apply it to the interactive robot of children education, the elder's health guards the application scenarios such as robot of accompanying and attending to.
The content of the invention
For problems of the prior art, because voice signal can change into data signal in systems, to numeral The result of signal directly determines final effect, thus the present invention devise it is a set of based on DSP control being capable of voice The intelligent robot of identification, realizes the control function of " at someone's beck and call ".
In order to realize foregoing invention purpose, the technical solution adopted by the present invention is:A kind of intelligent interaction service robot, bag Include mechanical car body and hardware control circuit, it is characterised in that:The mechanical vehicle bottom is provided with road wheel, the mechanical car body On sound pick-up is installed, when the sound pick-up on car body receives command signal, pass through hardware control circuit control machinery car body Road wheel automatically move at where user;The hardware control circuit, including Power Management Design module, dsp controller, language Sound identification module, auditory localization module, motor drive module, avoiding obstacles by supersonic wave module and signal processing module.
Intelligent interaction service robot is used as sound sensor using TMS32OF28O12 as core controller using sound pick-up Device, using Delay Estima-tion method, realizes the real-time detection to customer location with voluntarily judging;Realized certainly using avoiding obstacles by supersonic wave module The dynamic obstacle hidden in traveling process, is accurate to up to user location;Meanwhile, realized using sound identification module to the various languages of user The identification that sound is indicated, so that smart home robot has acoustic control barrier avoiding function, energy " at someone's beck and call ".
Above-mentioned intelligent interaction service robot, it is further characterized by:The motor drive module is according to DSP controls The operation of the control signal motor of device, the drive circuit of motor uses H-bridge drive circuit, the H-bridge drive circuit by Q1, Tetra- triodes of Q2, Q3, Q4 constitute four bridge arms, and Q1 and mono- group of Q4, Q2 and mono- group of Q3, Q5 control Q2, Q3 conducting and disconnection, Q6 controls Q1 and Q4 conducting and disconnection;Because Q5, Q6 are controlled by the GPIO mouths of dsp controller, the height exported by I/0 Level controls the conducting and shut-off of four bridge arms, so that the running status of controlled motor, and then the movement of control machinery car body Direction.
The avoiding obstacles by supersonic wave module, realizes ultrasonic ranging, selection is by radiating circuit transmitting work frequency by echo method Rate is 40kHz ultrasonic waves, runs into and is returned to again by amplifying device in receiving circuit after barrier reflection, ARM is super by measurement Ping goes out the distance between robot and barrier from the Time Calculation for being issued to reception.The avoiding obstacles by supersonic wave module is used Many sonacs and multi-sensor fusion technology carry out ranging, while using the Fuzzy Control with very strong fault tolerance and robustness Algorithm processed, sets up the fuzzy relation of the position and direction of barrier, and the correct path of planning robot;Due to ultrasonic velocity with Temperature is relevant, is perceived using the temperature in temperature measuring device to external world environment, with compensation temperature influenceing, in fact to ultrasonic velocity The accuracy and real-time of existing ranging.
The sound identification module is made up of voice recognition chip, signal processing circuit and controller, the voice letter of input Number, pretreatment is first passed around, effective voice signal is extracted after amplification, filtering, to the speech signal analysis signal characteristic of extraction, Voice command template is generated, and be stored in inside ATL;It is when carrying out speech recognition, i.e., special using the signal extracted The test template storehouse for levying parameter and training is compared, and the command sequence number of matching is exported to control unit, and finally output is known Other result.The voice recognition chip uses small vocabulary, the VP1002 voice recognition chips of isolated word, knows with anti-error well Other ability;The controller uses SPCE061A single-chip microcomputers, and the single-chip microcomputer has the UART interface of a full duplex standard, is used for Complete the serial communication between other external equipments;The signal processing circuit includes automatic gain control circuit and anti-aliased band Bandpass filter circuit.The SPCE061A single-chip microcomputers have the MIC-IN passages inputted dedicated for voice signal, and inside is potential Signal amplifier and AGC automatic gain amplifying circuits, built-in A/D change-over circuits realize the preprocessing process to voice signal.
Beneficial effect:The intelligent interaction service robot of the present invention is using TMS32OF28O12 as core controller, to pick up Sound device is as sound transducer, using Delay Estima-tion method, realizes the real-time detection to customer location with voluntarily judging;Using ultrasound Wave sensor realizes the obstacle in automatic dodging traveling process, is accurate to up to user location;Meanwhile, it is real using speech recognition technology The identification now indicated the various voices of user so that this smart home robot has an acoustic control barrier avoiding function, can " with cry with To ", intellectuality is embodied, hommization is filled with.The present invention provides a set of intelligent machine for being capable of speech recognition controlled based on DSP Device people, realizes the control function of " at someone's beck and call ", and improves interactive and class people's feature of robot, and interaction effect is good.
Brief description of the drawings
Fig. 1, the system global structure figure of the embodiment of the present invention.
Fig. 2, the H-bridge drive circuit figure of the embodiment of the present invention.
Fig. 3, the avoidance module design schematic diagram of the embodiment of the present invention.
Fig. 4, the avoiding obstacles by supersonic wave flow chart of the embodiment of the present invention.
Fig. 5, the speech recognition process figure of the embodiment of the present invention.
Fig. 6, the speech recognition control system figure of the embodiment of the present invention.
Fig. 7, the speech recognition principle flow chart of the embodiment of the present invention.
Embodiment
The present invention is described in further detail below in conjunction with the drawings and specific embodiments.
The intelligent interaction service robot of the present embodiment using TMS32OF28O12 as core controller, using sound pick-up as Sound transducer, using Delay Estima-tion method, realizes the real-time detection to customer location with voluntarily judging;Using ultrasonic sensor The obstacle in automatic dodging traveling process is realized, is accurate to up to user location;Meanwhile, realized using speech recognition technology to user The identification that various voices are indicated, so that this smart home robot has acoustic control barrier avoiding function, can " at someone's beck and call ", embodiment Intellectuality, is filled with hommization.
The intelligent interaction service robot of the present embodiment, system hardware includes two large divisions:Robotic structure and hard Part controls circuit.Idea based on three-wheel vehicle configuration, the mechanical structure of car body is a three wheeler car body, when picking up on car body When sound device receives command signal (sound instruction of user), automatically move at where user.System global structure figure is such as Shown in Fig. 1, including Power Management Design module, sound identification module, auditory localization module, motor drive module, avoiding obstacles by supersonic wave mould Block.
Motor drive module is according to the operation of the control signal motor of dsp controller (advance, turn, retreat etc.). The drive circuit of motor uses H-bridge drive circuit, (H-bridge drive circuit figure) as shown in Figure 2, this 4 triodes of Q1, Q2, Q3, Q4 4 bridge arms are constituted, Q1 and mono- group of Q4, Q2 and mono- group of Q3, Q5 control Q2, Q3 conducting and disconnection, and Q6 controls Q1 and Q4 conducting With disconnection.Because Q5, Q6 are controlled by the GPIO mouths of dsp controller, the low and high level that can be thus exported by I/0 is controlled The conducting and shut-off of four bridge arms, so that the running status (forward or reverse etc.) of controlled motor, and then the shifting of control machine people Dynamic direction.L298N chip drives elements are make use of in the design, can be effectively prevented from circuit board that discrete component brings excessively Complicated the problem of.
In order to complete automatic obstacle avoiding function of the robot during autonomous, mobile robot needs in real time, actively The distance between detection and barrier, in order to avoid collision.At present, conventional method is to be based on infrared sensor and ultrasonic sensor Carry out ranging.Because photoelectric sensor is easily influenceed by environmental factors such as light, media, thus infrared module using direct-injection type, The reflective distance measurement result for waiting transmitting-receiving mode is all inaccurate.Therefore, when designing avoidance module, the ultrasonic wave of low cost is employed Avoidance module.Compared with resonance method and beat method, echo method is ultrasonic ranging more conventional simple and easy method.Selection is by launching Circuit transmission working frequency is 40kHz ultrasonic waves, runs into and is returned to again by amplifying device in receiving circuit after barrier reflection, ARM goes out the distance between robot and barrier by measuring ultrasonic pulse from the Time Calculation for being issued to reception.
The problems such as in order to solve the directionality difference produced by single-sensor, the present embodiment uses many sonacs and many Sensor fusion techniques carry out ranging.Meanwhile, in order to predict the position of barrier in complicated, unknown mobile environment, adopt With the FUZZY ALGORITHMS FOR CONTROL with very strong fault tolerance and robustness, the fuzzy relation of the position and direction of barrier is set up, and The correct path of planning robot.Because ultrasonic velocity is relevant with temperature, therefore the present embodiment uses simple ds18b20 thermal detectors Temperature of the part to external world in environment is perceived, influence with compensation temperature to ultrasonic velocity, the accuracy and reality for realizing ranging Shi Xing.The avoiding obstacles by supersonic wave module design of ultrasonic sensor is as shown in Figure 3.
Fig. 4 is the avoiding obstacles by supersonic wave flow chart of the present embodiment.
Speech recognition technology for smart home is the speech recognition technology of unspecified person.Its speech recognition process is such as Shown in Fig. 5.The voice signal of input, first passes around pretreatment, for example:Amplification, filtering etc., then extract effective voice letter Number, to the speech signal analysis signal characteristic of extraction, voice command template is generated, and be stored in inside ATL. When carrying out speech recognition, i.e., it is compared using the signal characteristic parameter of extraction and the test template storehouse of training.And by matching Command sequence number is exported to control unit, finally exports recognition result.
Fig. 5 is the speech recognition process figure of the present embodiment.
Speech recognition control system is made up of sound identification module, signal processing circuit and controller etc..Speech recognition control The structure of system processed is as shown in Figure 6.
It is small vocabulary, the voice recognition chip of isolated word that sound identification module in figure, which uses the VP1002 chips, With good anti-error recognition capability.Single-chip microcomputer uses SPCE061A, and the single-chip microcomputer has full duplex standard
UART interface, for completing the serial communication between other external equipments.Signal conditioning circuit includes automatic gain Control circuit and anti-aliased bandwidth-limited circuit.The intensity of signal is with propagation distance when being propagated in atmosphere due to voice signal Be added to index decreased, but if with the amplifying circuit of a larger multiple, be likely to cause signal when closer to the distance Amplitude is excessive and the situation of cut ridge occurs.In order to avoid such case, automatic gain control circuit can be used, voice signal Control is in an appropriate scope.The voice signal of people is mainly distributed in the range of 300HZ-3.4K HZ, therefore can be introduced Anti-aliased bandpass filter removes noise, to obtain more preferable recognition effect.
Speech recognition control system uses identification of the SPCE061A chip microcontrollers to voice command, and this chip has special Door is used for the MIC-IN passages that voice signal is inputted, and inside is potential signal amplifier and AGC automatic gain amplifying circuits, in addition Also built-in A/D change-over circuits, realize the preprocessing process to voice signal well.The basic flow sheet of speech recognition principle As shown in Figure 7.
Audio recognition method sets up ATL after voice signal exactly is carried out into pretreatment and feature extraction, special according to voice The voice signal for levying the identification of part band is matched with ATL, here it is the general principle of speech recognition technology.
The technological thought of embodiment above only to illustrate the invention, it is impossible to which protection scope of the present invention is limited with this, it is all It is any change done on the basis of technical scheme according to technological thought proposed by the present invention, each falls within present invention protection model Within enclosing.The technology that the present invention is not directed to can be realized by existing technology.

Claims (8)

1. a kind of intelligent interaction service robot, it includes mechanical car body and hardware control circuit, it is characterised in that:The machinery Vehicle bottom is provided with road wheel, the mechanical car body and is provided with sound pick-up, when the sound pick-up on car body receives instruction letter Number when, automatically moved to by the road wheel of hardware control circuit control machinery car body at where user;The hardware controls Circuit, including Power Management Design module, dsp controller, sound identification module, auditory localization module, motor drive module, ultrasonic wave Avoidance module and signal processing module.
2. intelligent interaction service robot according to claim 1, it is characterised in that:
Intelligent interaction service robot is using TMS32OF28O12 as core controller, using sound pick-up as sound transducer, adopts Delay Estima-tion method is used, realizes the real-time detection to customer location with voluntarily judging;Realized and hided automatically using avoiding obstacles by supersonic wave module The obstacle kept away in traveling process, is accurate to up to user location;Meanwhile, realized using sound identification module and the various voices of user are referred to The identification shown, so that smart home robot has acoustic control barrier avoiding function, energy " at someone's beck and call ".
3. intelligent interaction service robot according to claim 1, it is characterised in that:
The motor drive module uses H according to the operation of the control signal motor of dsp controller, the drive circuit of motor Bridge drive circuit, the H-bridge drive circuit constitutes four bridge arms by tetra- triodes of Q1, Q2, Q3, Q4, Q1 and mono- group of Q4, Q2 and Mono- group of Q3, Q5 control Q2, Q3 conducting and disconnection, and Q6 controls Q1 and Q4 conducting and disconnection;Because Q5, Q6 are by dsp controller GPIO mouths control, the low and high level exported by I/0 controls the conducting and shut-off of four bridge arms, so that controlled motor Running status, and then the moving direction of control machinery car body.
4. intelligent interaction service robot according to claim 1, it is characterised in that:
The avoiding obstacles by supersonic wave module, ultrasonic ranging is realized by echo method, and selection is by radiating circuit transmitting working frequency 40kHz ultrasonic waves, run into and are returned to again by amplifying device in receiving circuit after barrier reflection, ARM is by measuring ultrasonic arteries and veins Punching goes out the distance between robot and barrier from the Time Calculation for being issued to reception.
5. intelligent interaction service robot according to claim 4, it is characterised in that:
The avoiding obstacles by supersonic wave module carries out ranging using many sonacs and multi-sensor fusion technology, while using having Very the FUZZY ALGORITHMS FOR CONTROL of strong fault tolerance and robustness, sets up the fuzzy relation of the position and direction of barrier, and plans machine The correct path of people;Because ultrasonic velocity is relevant with temperature, perceived using the temperature in temperature measuring device to external world environment, with Influence of the compensation temperature to ultrasonic velocity, the accuracy and real-time for realizing ranging.
6. intelligent interaction service robot according to claim 1, it is characterised in that:
The sound identification module is made up of voice recognition chip, signal processing circuit and controller, the voice signal of input, first Pretreatment is first passed through, effective voice signal is extracted after amplification, filtering, to the speech signal analysis signal characteristic of extraction, generation Voice command template, and be stored in inside ATL;When carrying out speech recognition, that is, utilize the signal characteristic ginseng extracted The test template storehouse of number and training is compared, and the command sequence number of matching is exported to control unit, finally output identification knot Really.
7. intelligent interaction service robot according to claim 6, it is characterised in that:
The voice recognition chip uses small vocabulary, the VP1002 voice recognition chips of isolated word, with good anti-misrecognition Ability;The controller uses SPCE061A single-chip microcomputers, and the single-chip microcomputer has the UART interface of a full duplex standard, for complete Serial communication between other external equipments;The signal processing circuit includes automatic gain control circuit and anti-aliased band logical Filter circuit.
8. intelligent interaction service robot according to claim 7, it is characterised in that:
The SPCE061A single-chip microcomputers have dedicated for voice signal input MIC-IN passages, inside be potential signal amplification Device and AGC automatic gain amplifying circuits, built-in A/D change-over circuits realize the preprocessing process to voice signal.
CN201710371186.5A 2017-05-24 2017-05-24 Intelligent interaction service robot Pending CN107045308A (en)

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107643753A (en) * 2017-09-14 2018-01-30 广东格兰仕集团有限公司 A kind of intelligent robot positions addressing method
CN107796403A (en) * 2017-10-24 2018-03-13 深圳市沃特沃德股份有限公司 Moving method, device and the robot of robot
CN109227535A (en) * 2018-08-15 2019-01-18 北京云迹科技有限公司 Voice calls robot
CN109345696A (en) * 2018-08-31 2019-02-15 深兰科技(上海)有限公司 Vending machine people
CN109571504A (en) * 2019-01-02 2019-04-05 河南师范大学 A kind of household service and early warning robot
CN111142512A (en) * 2019-11-22 2020-05-12 珠海格力电器股份有限公司 Equipment control method, following equipment and storage medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202807570U (en) * 2012-07-02 2013-03-20 重庆电子工程职业学院 Intelligent household garbage can capable of moving with voice
CN205507543U (en) * 2016-04-12 2016-08-24 盐城工学院 Intelligent vehicle control system
CN106516506A (en) * 2016-11-25 2017-03-22 成都超级星球科技有限公司 Intelligent garbage can capable of being remotely controlled
CN207380482U (en) * 2017-05-24 2018-05-18 南京华设科技股份有限公司 Intelligent interaction service robot

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202807570U (en) * 2012-07-02 2013-03-20 重庆电子工程职业学院 Intelligent household garbage can capable of moving with voice
CN205507543U (en) * 2016-04-12 2016-08-24 盐城工学院 Intelligent vehicle control system
CN106516506A (en) * 2016-11-25 2017-03-22 成都超级星球科技有限公司 Intelligent garbage can capable of being remotely controlled
CN207380482U (en) * 2017-05-24 2018-05-18 南京华设科技股份有限公司 Intelligent interaction service robot

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
曹琛等: "一种智能家居服务机器人的家居服务设计", 《单片机与嵌入式系统应用》 *
栾禄祥: "室内移动机器人机器视觉定位系统的设计", 《自动化仪表》 *
陈涛等: "语音识别技术在智能家居控制系统中的应用研究", 《电子质量》 *

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107643753A (en) * 2017-09-14 2018-01-30 广东格兰仕集团有限公司 A kind of intelligent robot positions addressing method
CN107796403A (en) * 2017-10-24 2018-03-13 深圳市沃特沃德股份有限公司 Moving method, device and the robot of robot
CN109227535A (en) * 2018-08-15 2019-01-18 北京云迹科技有限公司 Voice calls robot
CN109345696A (en) * 2018-08-31 2019-02-15 深兰科技(上海)有限公司 Vending machine people
CN109571504A (en) * 2019-01-02 2019-04-05 河南师范大学 A kind of household service and early warning robot
CN111142512A (en) * 2019-11-22 2020-05-12 珠海格力电器股份有限公司 Equipment control method, following equipment and storage medium

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