CN108107435A - A kind of virtual reality tracking and system based on ultrasonic wave - Google Patents

A kind of virtual reality tracking and system based on ultrasonic wave Download PDF

Info

Publication number
CN108107435A
CN108107435A CN201711289669.7A CN201711289669A CN108107435A CN 108107435 A CN108107435 A CN 108107435A CN 201711289669 A CN201711289669 A CN 201711289669A CN 108107435 A CN108107435 A CN 108107435A
Authority
CN
China
Prior art keywords
data stream
virtual reality
ultrasound data
stream information
path
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
CN201711289669.7A
Other languages
Chinese (zh)
Other versions
CN108107435B (en
Inventor
伍楷舜
谢海
陈孟奇
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.)
Shenzhen University
Original Assignee
Shenzhen University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shenzhen University filed Critical Shenzhen University
Priority to CN201711289669.7A priority Critical patent/CN108107435B/en
Publication of CN108107435A publication Critical patent/CN108107435A/en
Application granted granted Critical
Publication of CN108107435B publication Critical patent/CN108107435B/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

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Acoustics & Sound (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • General Physics & Mathematics (AREA)
  • Measurement Of Velocity Or Position Using Acoustic Or Ultrasonic Waves (AREA)

Abstract

The present invention is suitable for wireless aware and human-computer interaction technology improvement areas, provides a kind of virtual reality tracking based on ultrasonic wave, including:S1, ultrasound data stream information is received using wear-type VR equipment;S2, data purification processing is carried out to the ultrasound data stream information received;S3, relative path and initial position message are estimated using phase place change;S4, the movement locus of path change and output under two dimension are estimated according to relative path and initial position message.This method can obtain high-precision, high robust as a result, perceiving in VR, human-computer interaction and its game etc. have very high science and application value;Abandon excessive peripheral hardware, only embedded corresponding loud speaker and microphone are set in headset equipment, it not only reduces complexity and has been greatly reduced cost, the location information of target is estimated by using ultrasonic signal, realize the high VR target locatings of high-precision, robustness.

Description

A kind of virtual reality tracking and system based on ultrasonic wave
Technical field
The invention belongs to wireless aware and human-computer interaction technology improvement areas more particularly to a kind of based on the virtual of ultrasonic wave Real tracking and system.
Background technology
Nowadays, if arbitrary reality environment of wanting to undergo once is still a more complicated process, Because or existing VR experience is to need distinctive equipment, for example utilize infrared cameras track headset equipment or hand-held control Device processed or exactly requirement are experienced in specific environment, for example specific region etc., these limitations greatly reduce user's body Test comfort level.For a real VR experience, it can accomplish position tracking at any time and any place, in time more New displacement.
Existing VR tracking systems are broadly divided into two major classes, and one kind is positioning control system from outside to inside, one kind be by Interior and outer tracking system.For system from outside to inside, the tracking of this kind of system, positioning accuracy have been made high, , mainly with peripheral hardware, such as infrared camera is connected to the sensor of headset equipment to realize high-precision positioning for they.But such system System also has the defects of certain, for example, no matter where user is experiencing VR, they are required for installing distinctive hardware and peripheral hardware, That is if from anywhere in a people thinks at home experience VR if, must at home each place will install it is red Outer camera and it is necessary to which distance is in infrared camera 2m.In addition, this kind of system can also be received and blocked and the influence of illumination, if Infrared camera is blocked by furniture or in the case that light is very dark, and system would not work.For system from inside to outside Speech, this kind of system realize positioning and tracking using in headset equipment based on the track algorithm of true color and depth perception, though Right this kind of system has high-precision and peripheral hardware is not required, but by increasing the camera quantity in headset equipment so as to increase greatly Complexity is added, and transparent or less texture object has been difficult to.
The content of the invention
It is an object of the invention to provide a kind of virtual reality trackings and system based on ultrasonic wave, it is intended in solution The technical issues of stating.
The present invention is achieved in that a kind of virtual reality tracking and system based on ultrasonic wave, described virtual existing Real tracking comprises the following steps:
S1, ultrasound data stream information is received using wear-type VR equipment;
S2, data purification processing is carried out to the ultrasound data stream information received;
S3, relative path and initial position message are estimated using phase place change;
S4, the movement locus of path change and output under two dimension are estimated according to relative path and initial position message.
The present invention further technical solution be:It is further comprising the steps of in the step S3:
S31, target extra reflectance data stream information on the move is removed using linear regression method;
The relative distance of S32, the direction that target movement is calculated using phase place change and Doppler frequency shift and path;
S33, at different frequencies to phase place change with anti-Fourier variation calculate the power of path arrival times when Prolong spectrum;
S34, the energy in power delay spectrum estimate the initial position message of target movement reflected signal respectively.
The present invention further technical solution be:It is further comprising the steps of in the step S2:
S21, noise reduction process removal noise spot is carried out to the ultrasound data stream information received;
S22, the ultrasound data stream information received is filtered filters out high-frequency signal.
The present invention further technical solution be:It is further comprising the steps of in the step S1:
S11, wear-type VR equipment launch pre-defined ultrasound data stream information.
The present invention further technical solution be:Loud speaker and two or more there are one being inlayed in the wear-type VR equipment Microphone, the ultrasonic frequency that the wear-type VR equipment is sent is in more than 17000Hz;The ultrasound data stream of reception is believed What is number handled is central server or Intelligent treatment terminal.
Another object of the present invention is to provide a kind of virtual reality tracking system based on ultrasonic wave, the virtual reality Tracking system includes
Data reception module, for receiving ultrasound data stream information using wear-type VR equipment;
Purified treatment module, for carrying out data purification processing to the ultrasound data stream information received;
Distance calculation module, for estimating relative path and initial position message using phase place change;
Trajectory calculation output module, for estimating path change under two dimension according to relative path and initial position message Movement locus simultaneously exports.
The present invention further technical solution be:It is further included in the distance calculation module
Multipath effect eliminates unit, for being believed using linear regression method removal target extra reflectance data stream on the move Breath;
Relative distance computing unit, for calculating the direction and road of target movement using phase place change and Doppler frequency shift The relative distance in footpath;
Power delay spectrum acquiring unit calculates outlet for changing at different frequencies to phase place change with anti-Fourier The power delay spectrum of footpath arrival time;
Initial position acquiring unit estimates target movement reflected signal respectively for the energy in power delay spectrum Initial position message.
The present invention further technical solution be:It is further included in the purified treatment module
Noise reduction unit removes noise spot for carrying out noise reduction process to the ultrasound data stream information received;
Filter unit filters out high-frequency signal for being filtered to the ultrasound data stream information received.
The present invention further technical solution be:It is further included in the data reception module
Transmitter unit launches pre-defined ultrasound data stream information for wear-type VR equipment.
The present invention further technical solution be:Loud speaker and two or more there are one being inlayed in the wear-type VR equipment Microphone, the ultrasonic frequency that the wear-type VR equipment is sent is in more than 17000Hz;The ultrasound data stream of reception is believed What is number handled is central server or Intelligent treatment terminal.
The beneficial effects of the invention are as follows:This method can obtain high-precision, high robust as a result, VR perceive, it is man-machine Interaction and its game etc. have very high science and application value;Excessive peripheral hardware is abandoned, only the embedded phase in headset equipment The loud speaker and microphone answered are set, and are not only reduced complexity and have been greatly reduced cost, estimate by using ultrasonic signal The location information of target is counted, realizes the high VR target locatings of high-precision, robustness.
Description of the drawings
Fig. 1 is the flow chart of the virtual reality tracking provided in an embodiment of the present invention based on ultrasonic wave.
Fig. 2 is the structure diagram of the virtual reality tracking system provided in an embodiment of the present invention based on ultrasonic wave.
Specific embodiment
Fig. 1 shows the flow chart of the virtual reality tracking provided by the invention based on ultrasonic wave, and details are as follows:
Step S1 receives ultrasound data stream information using wear-type VR equipment;There are one loud speaker and two for one insertion A and above microphone VR glasses, loud speaker are used for emitting ultrasound data stream, and microphone is used for receiving by hand or finger hair The ultrasound data stream penetrated, the wear-type VR equipment of embedded loud speaker launch pre-defined ultrasonic wave, through mobile hand or The reflection of finger is received by embedded microphone, and then is transferred to central server or Intelligent treatment terminal, using with Track algorithm achievees the purpose that the positioning and tracking of mobile object.Loud speaker and two there are one being inlayed in the wear-type VR equipment Above microphone, the ultrasonic frequency that the wear-type VR equipment is sent is in more than 17000Hz;To the ultrasound data of reception What stream signal was handled is central server or Intelligent treatment terminal.The company of fixed frequency f >=17000HZ is sent by loud speaker Continuous ultrasound data stream, handle or finger reflection after received by embedded microphone.
Step S2 carries out data purification processing to the ultrasound data stream information received;To the data of reception into line number According to purified treatment.First, noise spot is removed, then, data are filtered, filter out high frequency section, are retained anti-by hand or finger The signal of part is penetrated, is prepared for following positioning with tracking.High frequency or noise signal are filtered off using low pass or bandpass filter, Such as Butterworth filter, FIR filter etc..
Step S3 estimates relative path and initial position message using phase place change;It is estimated using the variation of phase Go out relative path variation length, further according to the initial bit confidence of the obtained mobile target of delay file estimation of inversefouriertransform Breath carries out the positioning and tracking of mobile target with reference to relative path and initial position message.By the phase for assessing ultrasonic signal Position information estimates the location information of mobile target, is not gone the same way using the phase change under different paths, different frequency Footpath reaches the time, and then changes to obtain delay file by anti-Fourier, and analysing energy distribution is to obtain by hand or finger shifting Dynamic reflected sound path lengths.By excavating these ultrasonic signals come the location track of Exact recovery headset equipment. The phase place change of the signal reflected through mobile target mainly received by assessing microphone come calculate mobile target movement away from From, then, at different frequencies, to phase with anti-Fourier change calculate outbound path reach time TOA (Time of Arrival, arrival time), and then the Energy distribution corresponding to TOA is analyzed to estimate the signal path reflected by mobile object Length obtains the initial position message of target.Detailed process is as follows:S31, according to phase place change remove target it is on the move extra Position reflectance data stream information;It is using the method for linear regression that the path fitting one under different frequency is anti-via hand or finger The optimal path for penetrating signal achievees the purpose that filtering interference signals.S32, target is calculated using phase place change and Doppler frequency shift Mobile direction and the relative distance in path;First, using Doppler frequency shift calculate dynamic vector (handle or finger reflection Signal) initial position and final position, next, averaging to the part extracted, and then acquired by way of subtracting each other The dynamic vector of target estimates that the path length of mobile target whithin a period of time becomes further according to the phase place change of dynamic vector Change, computational methods are as follows:
Wherein, d (t) is exactly reflected into the distance of microphone, v from loud speaker through mobile targetcIt is ultrasonic velocity, generally It is 343m/s, f is the frequency that loud speaker sends ultrasonic wave.Then, the displacement distance of mobile target is exactly (d (t)-d (0))/2.
S33, at different frequencies to phase place change with anti-Fourier variation calculate the power of path arrival times when Prolong spectrum;The calculation formula of power delay spectrum is:
Wherein, k represents frequency number, Hp(k, t) represents the ultrasonic signal that microphone receives.S34, according to power time delay Energy in spectrum estimates the initial position message of target movement reflected signal respectively.After calculating power delay spectrum, according to energy Gao Yuegao, it is bigger to represent the signal strength of mobile object reflection, according to ultrasonic signal through mobile target reflection along different paths The time difference of microphone is reached, i.e. TOA (Time of Arrival, arrival time) can be by calculating anti-Fourier's result In the path arrival times with highest energy come when estimating by the path length of mobile target reflection, and then passing through power The time delay value for prolonging spectrum medium wave peak calculates the initial position of mobile target.
Step S4 estimates under two dimension the movement locus of path change and defeated according to relative path and initial position message Go out.A coordinate system is established using the position of two microphones and loud speaker, obtains relative distance information and initial position message Afterwards, the absolute location information of mobile target can be obtained, the position of mobile target in a coordinate system is calculated further according to geometrical relationship It puts, updates the position of mobile target by constantly updating the path length of two microphone signals, then re-map VR In mirror, achieve the purpose that real-time tracking, complete interactive physical examination.
As shown in Fig. 2, another object of the present invention is to provide a kind of virtual reality tracking system based on ultrasonic wave, institute Stating virtual reality tracking system includes
Data reception module, for receiving ultrasound data stream information using wear-type VR equipment;
Purified treatment module, for carrying out data purification processing to the ultrasound data stream information received;
Distance calculation module, for estimating relative path and initial position message using phase place change;
Trajectory calculation output module, for estimating path change under two dimension according to relative path and initial position message Movement locus simultaneously exports.
It is further included in the distance calculation module
Multipath effect eliminates unit, believes for removing target long position reflectance data stream on the move according to phase place change Breath;
Relative distance computing unit, for calculating the direction and road of target movement using phase place change and Doppler frequency shift The relative distance in footpath;
Power delay spectrum acquiring unit calculates outlet for changing at different frequencies to phase place change with anti-Fourier The power delay spectrum of footpath arrival time;
Initial position acquiring unit estimates target movement reflected signal respectively for the energy in power delay spectrum Initial position message.
It is further included in the purified treatment module
Noise reduction unit removes noise spot for carrying out noise reduction process to the ultrasound data stream information received;
Filter unit filters out high-frequency signal for being filtered to the ultrasound data stream information received.
It is further included in the data reception module
Transmitter unit launches pre-defined ultrasound data stream information for wear-type VR equipment.
Loud speaker and more than two microphones there are one being inlayed in the wear-type VR equipment, the wear-type VR equipment The ultrasonic frequency sent is in more than 17000Hz;What the ultrasound data stream signal of reception was handled is central server Or Intelligent treatment terminal.
The loud speaker that the system is carried using headset equipment sends ultrasonic signal, and then the microphone carried connects It receives, proposes a position tracking alignment system based on ultrasonic wave.Wear-type VR equipment is embedded in a loud speaker as transmitting The transmitting equipment of wireless ultrasonic, then being embedded into two and above microphone in wear-type VR equipment, pass through excavation These ultrasonic signals carry out the location track of Exact recovery headset equipment.Mainly by assessing that microphone receives through mobile mesh The phase place change of the signal of reflection is marked to calculate mobile target moving distance, then, at different frequencies, to phase with anti- Fourier changes calculating outbound path and reaches time TOA, and then analyzes the Energy distribution corresponding to TOA to estimate by mobile object The signal path lengths of reflection obtain the initial position message of target.With reference to relative distance information and initial position message, reach Moving objects location and the purpose of tracking.The system can obtain high-precision, high robust as a result, VR perceive, man-machine friendship Mutually and its play etc. has very high science and application value.
The invention is the system of the virtual reality being integrated in a wear-type VR glasses tracking, which mainly includes one A loud speaker and two and above microphone, loud speaker are used for emitting continuous ultrasonic signal stream, and microphone is used for receiving These data flows disturbed and formed by mobile object judge the side of mobile object by analyzing the data of microphone reception To and displacement distance, to realize the purpose of target following.Mainly estimated by the phase place change of the signal reflected by hand or finger Calculate the displacement distance of hand or finger.In 2D spaces, we are by assessing arrival time of the phase of different frequency under different paths (Time-Of-Arrival, TOA) come roughly calculate by hand or finger reflection sound path length, so that it is determined that hand or The initial position message of finger.Combine the fine-grained relative distance of 1D again, reach the hand of 2D or the action recognition of finger and with The purpose of track.The system can obtain high-precision, high robust as a result, perceiving in VR, human-computer interaction and its game etc. There are very high science and application value.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all essences in the present invention All any modification, equivalent and improvement made within refreshing and principle etc., should all be included in the protection scope of the present invention.

Claims (10)

1. a kind of virtual reality tracking based on ultrasonic wave, which is characterized in that the virtual reality tracking include with Lower step:
S1, ultrasound data stream information is received using wear-type VR equipment;
S2, data purification processing is carried out to the ultrasound data stream information received;
S3, relative path and initial position message are estimated using phase place change;
S4, the movement locus of path change and output under two dimension are estimated according to relative path and initial position message.
2. virtual reality tracking according to claim 1, which is characterized in that further include following step in the step S3 Suddenly:
S31, target extra reflectance data stream information on the move is removed using linear regression method;
The relative distance of S32, the direction that target movement is calculated using phase place change and Doppler frequency shift and path;
S33, the power delay spectrum for calculating path arrival times with anti-Fourier variation to phase place change at different frequencies;
S34, the energy in power delay spectrum estimate the initial position message of target movement reflected signal respectively.
3. virtual reality tracking according to claim 2, which is characterized in that further include following step in the step S2 Suddenly:
S21, noise reduction process removal noise spot is carried out to the ultrasound data stream information received;
S22, the ultrasound data stream information received is filtered filters out high-frequency signal.
4. virtual reality tracking according to claim 3, which is characterized in that further include following step in the step S1 Suddenly:
S11, wear-type VR equipment launch pre-defined ultrasound data stream information.
5. according to claim 1-4 any one of them virtual reality trackings, which is characterized in that the wear-type VR equipment In inlay there are one loud speaker and more than two microphones, the ultrasonic frequency that the wear-type VR equipment is sent exists More than 17000Hz;What the ultrasound data stream signal of reception was handled is central server or Intelligent treatment terminal.
6. a kind of virtual reality tracking system based on ultrasonic wave, which is characterized in that the virtual reality tracking system includes
Data reception module, for receiving ultrasound data stream information using wear-type VR equipment;
Purified treatment module, for carrying out data purification processing to the ultrasound data stream information received;
Distance calculation module, for estimating relative path and initial position message using phase place change;
Trajectory calculation output module, for estimating the movement of path change under two dimension according to relative path and initial position message Track simultaneously exports.
7. virtual reality tracking system according to claim 6, which is characterized in that further included in the distance calculation module
Multipath effect eliminates unit, for removing target extra reflectance data stream information on the move using linear regression method;
Relative distance computing unit, for calculating the direction and path of target movement using phase place change and Doppler frequency shift Relative distance;
Power delay spectrum acquiring unit arrives for changing calculating outbound path with anti-Fourier to phase place change at different frequencies Up to the power delay spectrum of time;
Initial position acquiring unit estimates the initial of target movement reflected signal respectively for the energy in power delay spectrum Location information.
8. virtual reality tracking system according to claim 7, which is characterized in that further included in the purified treatment module
Noise reduction unit removes noise spot for carrying out noise reduction process to the ultrasound data stream information received;
Filter unit filters out high-frequency signal for being filtered to the ultrasound data stream information received.
9. virtual reality tracking system according to claim 8, which is characterized in that further included in the data reception module
Transmitter unit launches pre-defined ultrasound data stream information for wear-type VR equipment.
10. according to claim 6-9 any one of them virtual reality tracking systems, which is characterized in that the wear-type VR is set It is inlayed in standby there are one loud speaker and more than two microphones, the ultrasonic frequency that the wear-type VR equipment is sent exists More than 17000Hz;What the ultrasound data stream signal of reception was handled is central server or Intelligent treatment terminal.
CN201711289669.7A 2017-12-07 2017-12-07 Virtual reality tracking method and system based on ultrasonic waves Active CN108107435B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711289669.7A CN108107435B (en) 2017-12-07 2017-12-07 Virtual reality tracking method and system based on ultrasonic waves

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711289669.7A CN108107435B (en) 2017-12-07 2017-12-07 Virtual reality tracking method and system based on ultrasonic waves

Publications (2)

Publication Number Publication Date
CN108107435A true CN108107435A (en) 2018-06-01
CN108107435B CN108107435B (en) 2020-01-17

Family

ID=62209192

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711289669.7A Active CN108107435B (en) 2017-12-07 2017-12-07 Virtual reality tracking method and system based on ultrasonic waves

Country Status (1)

Country Link
CN (1) CN108107435B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112327252A (en) * 2020-10-12 2021-02-05 中国海洋大学 Multi-loudspeaker and multi-microphone based sound wave multi-target tracking method

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102420793A (en) * 2011-11-24 2012-04-18 天津大学 Tracking control method of digital communication receiver time and carrier frequency synchronization
CN103308883A (en) * 2013-06-21 2013-09-18 北京交通大学 Arrival angle estimation method based on single antenna
CN105228101A (en) * 2015-09-07 2016-01-06 同济大学 Based on the radiation pattern adaptive approach of Doppler's characteristic of channel
CN105260024A (en) * 2015-10-15 2016-01-20 广东欧珀移动通信有限公司 Method and apparatus for stimulating gesture motion trajectory on screen
US20160032647A1 (en) * 2013-03-15 2016-02-04 Springs Window Fashions, Llc Window covering motorized lift and control system motor and operation
CN105718064A (en) * 2016-01-22 2016-06-29 南京大学 Gesture recognition system and method based on ultrasonic waves
CN105938399A (en) * 2015-12-04 2016-09-14 深圳大学 Text input identification method of intelligent equipment based on acoustics
US20170067990A1 (en) * 2015-09-09 2017-03-09 The United States Of America As Represented By The Secretary Of The Navy Reverse-Ephemeris Method for Determining Position, Attitude, and Time
CN107135540A (en) * 2016-02-29 2017-09-05 富士通株式会社 Positioner, method and electronic equipment

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102420793A (en) * 2011-11-24 2012-04-18 天津大学 Tracking control method of digital communication receiver time and carrier frequency synchronization
US20160032647A1 (en) * 2013-03-15 2016-02-04 Springs Window Fashions, Llc Window covering motorized lift and control system motor and operation
CN103308883A (en) * 2013-06-21 2013-09-18 北京交通大学 Arrival angle estimation method based on single antenna
CN105228101A (en) * 2015-09-07 2016-01-06 同济大学 Based on the radiation pattern adaptive approach of Doppler's characteristic of channel
US20170067990A1 (en) * 2015-09-09 2017-03-09 The United States Of America As Represented By The Secretary Of The Navy Reverse-Ephemeris Method for Determining Position, Attitude, and Time
CN105260024A (en) * 2015-10-15 2016-01-20 广东欧珀移动通信有限公司 Method and apparatus for stimulating gesture motion trajectory on screen
CN105938399A (en) * 2015-12-04 2016-09-14 深圳大学 Text input identification method of intelligent equipment based on acoustics
CN105718064A (en) * 2016-01-22 2016-06-29 南京大学 Gesture recognition system and method based on ultrasonic waves
CN107135540A (en) * 2016-02-29 2017-09-05 富士通株式会社 Positioner, method and electronic equipment

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
杨东方 等: "《数学模型在生态学的应用及研究》", 31 May 2015 *
杨小凤 等: "基于TOA估计的超宽带快速定位方法", 《现代雷达》 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112327252A (en) * 2020-10-12 2021-02-05 中国海洋大学 Multi-loudspeaker and multi-microphone based sound wave multi-target tracking method

Also Published As

Publication number Publication date
CN108107435B (en) 2020-01-17

Similar Documents

Publication Publication Date Title
US20210216135A1 (en) Input device for ar/vr applications
Nakadai et al. Applying scattering theory to robot audition system: Robust sound source localization and extraction
Valin et al. Robust 3D localization and tracking of sound sources using beamforming and particle filtering
Ishi et al. Evaluation of a MUSIC-based real-time sound localization of multiple sound sources in real noisy environments
CN104991573A (en) Locating and tracking method and apparatus based on sound source array
Nakadai et al. Epipolar geometry based sound localization and extraction for humanoid audition
EP3227704B1 (en) Method for tracking a target acoustic source
CN108828501B (en) Method for real-time tracking and positioning of mobile sound source in indoor sound field environment
CN108089702B (en) Human-computer somatosensory interaction method and system based on ultrasonic waves
CN103176166A (en) Tracking algorithm for time difference of arrival of signals for acoustic passive positioning
CN111643098A (en) Gait recognition and emotion perception method and system based on intelligent acoustic equipment
Lian et al. Fall detection via inaudible acoustic sensing
Anumula et al. An event-driven probabilistic model of sound source localization using cochlea spikes
CN108107435A (en) A kind of virtual reality tracking and system based on ultrasonic wave
CN112098943A (en) Positioning method of wearable device and intelligent device
JP2005141687A (en) Method, device, and system for object tracing, program, and recording medium
Hosseini et al. Time difference of arrival estimation of sound source using cross correlation and modified maximum likelihood weighting function
CN113138363A (en) Sound source positioning method and device, storage medium and electronic equipment
Merks et al. Sound source localization with binaural hearing aids using adaptive blind channel identification
Al-Sheikh et al. Sound source direction estimation in horizontal plane using microphone array
Liu et al. Toward device-free micro-gesture tracking via accurate acoustic doppler-shift detection
CN116343808A (en) Flexible microphone array voice enhancement method and device, electronic equipment and medium
CN111239691B (en) Multi-sound-source tracking method for restraining main sound source
CN107330462A (en) Gesture identification method and its device based on time frequency analysis
Kılıç et al. Audio-visual tracking of a variable number of speakers with a random finite set approach

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