CN108008838A - The wide spatial displacements identifying system of array architecture - Google Patents
The wide spatial displacements identifying system of array architecture Download PDFInfo
- Publication number
- CN108008838A CN108008838A CN201711217932.1A CN201711217932A CN108008838A CN 108008838 A CN108008838 A CN 108008838A CN 201711217932 A CN201711217932 A CN 201711217932A CN 108008838 A CN108008838 A CN 108008838A
- Authority
- CN
- China
- Prior art keywords
- structured light
- array
- transmitter
- light sensor
- identifying system
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
- G06F3/033—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
- G06F3/0346—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor with detection of the device orientation or free movement in a 3D space, e.g. 3D mice, 6-DOF [six degrees of freedom] pointers using gyroscopes, accelerometers or tilt-sensors
Landscapes
- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Length Measuring Devices By Optical Means (AREA)
Abstract
一种阵列式结构光大空间动作识别系统,包括阵列红外线发射器、多个结构光传感器、控制子系统和定位子系统;多个结构光传感器与阵列红外线发射器中的发射器一一对应地在具有预定形状的空间中按预定的空间排列方式依次设置、并按预定的时间间隔接收发射器发出的信号;控制子系统在根据结构光传感器接收到的信号判断出没有识别到追踪物体、且信号波动处于预定的阈值之内时,不将采集到的信号向信道传递,否则将采集到的信号向信道传递;定位子系统用于确保阵列红外线发射器与结构光传感器的位置在每次使用时保持在允许的误差范围内。本发明显著增加了动作追踪的有效区域,降低了大空间动作追踪应用的成本,提高了布置动作追踪系统的效率。
An array structured light large space action recognition system, including an array infrared emitter, multiple structured light sensors, a control subsystem and a positioning subsystem; In a space with a predetermined shape, it is arranged in sequence according to a predetermined spatial arrangement, and receives the signal from the transmitter at a predetermined time interval; the control subsystem judges that no tracking object is recognized according to the signal received by the structured light sensor, and the signal When the fluctuation is within the predetermined threshold, the collected signal will not be transmitted to the channel, otherwise the collected signal will be transmitted to the channel; the positioning subsystem is used to ensure that the position of the array infrared emitter and the structured light sensor are in each use Stay within the allowable margin of error. The present invention significantly increases the effective area of motion tracking, reduces the cost of large-space motion tracking applications, and improves the efficiency of arranging motion tracking systems.
Description
技术领域technical field
本发明涉及一种基于结构光扫描技术的空间动作追踪系统,属于动作追踪领域,特别涉及一种阵列式结构光大空间动作识别系统。The invention relates to a spatial motion tracking system based on structured light scanning technology, which belongs to the field of motion tracking, and in particular to an array structured light large space motion recognition system.
背景技术Background technique
现有的基于结构光的动作追踪系统通常由红外线发射器,景深传感器,以及大规模集成电路组成,效果满足了家用的使用要求,但是存在着追踪面积过小的问题。诸如微软公司的kinect(微软2013年发布的体感传感器)追踪器其最大的有效追踪范围只有120度扇形3-5米的区域。在这种技术限制下,其使用场景被大大缩小。普遍只能用于娱乐,游戏,简单场景的互动。Existing motion tracking systems based on structured light are usually composed of infrared emitters, depth sensors, and large-scale integrated circuits. The effect meets the requirements for home use, but there is a problem that the tracking area is too small. Such as Microsoft's kinect (a somatosensory sensor released by Microsoft in 2013) tracker, its maximum effective tracking range is only a 120-degree fan-shaped area of 3-5 meters. Under this technical limitation, its usage scenarios are greatly reduced. Generally, it can only be used for entertainment, games, and interaction of simple scenes.
而针对大空间的动作追踪则通常使用基于惯性传感器动作追踪方案,不仅被追踪者需要穿戴复杂沉重的设备,而且追踪设备的成本运营成本也非常高昂。并且在初始化设备,自定义识别区域等方面由于涉及几十甚至上百个传感器的协同校准,因此使用难度相当大。因此基于惯性传感器方案的动作追踪系统,其高昂的使用成本和必须穿戴追踪设备两个缺陷,使其技术下放民用,商用领域几乎成为不可能的事情。Motion tracking for large spaces usually uses motion tracking solutions based on inertial sensors. Not only does the tracked person need to wear complex and heavy equipment, but the cost of tracking equipment is also very high. And in terms of initializing equipment, customizing recognition areas, etc., it is quite difficult to use because it involves the collaborative calibration of dozens or even hundreds of sensors. Therefore, the motion tracking system based on the inertial sensor solution, its high cost of use and the need to wear tracking equipment, make it almost impossible to decentralize its technology to civilian and commercial applications.
发明内容Contents of the invention
本发明提供了一种阵列式结构光大空间动作识别系统,以解决现有技术中基于结构光的动作追踪系统的追踪面积过小,而针对大空间的动作追踪则通常使用基于惯性传感器动作追踪方案,不仅被追踪者需要穿戴复杂沉重的设备,而且运营成本高,在初始化设备,自定义识别区域等方面由于涉及几十甚至上百个传感器的协同校准,使用难度相当大的问题。The present invention provides an array structured light large space action recognition system to solve the problem that the tracking area of the structured light based action tracking system in the prior art is too small, while for action tracking in a large space, an action tracking solution based on an inertial sensor is usually used , not only the tracked person needs to wear complex and heavy equipment, but also the operating cost is high, and it is quite difficult to use due to the collaborative calibration involving dozens or even hundreds of sensors in terms of initializing the equipment and customizing the identification area.
为解决上述技术问题,本发明提供了一种阵列式结构光大空间动作识别系统,包括阵列红外线发射器、多个结构光传感器、控制子系统和定位子系统;所述多个结构光传感器与所述阵列红外线发射器中的发射器一一对应地在具有预定形状的空间中按预定的空间排列方式依次设置、并按预定的时间间隔接收发射器发出的信号;所述控制子系统在根据所述结构光传感器接收到的所述信号判断出没有识别到追踪物体、且信号波动处于预定的阈值之内时,不将采集到的所述信号向信道传递,否则将采集到的所述信号向信道传递;所述定位子系统用于确保所述阵列红外线发射器与所述结构光传感器的位置在每次使用时保持在允许的误差范围内。In order to solve the above technical problems, the present invention provides an array structured light large space action recognition system, which includes an array infrared emitter, multiple structured light sensors, a control subsystem and a positioning subsystem; the multiple structured light sensors and the The emitters in the array infrared emitters are arranged one by one in a space with a predetermined shape according to a predetermined spatial arrangement, and receive signals from the emitters at predetermined time intervals; When the signal received by the structured light sensor determines that no tracking object is recognized and the signal fluctuation is within a predetermined threshold, the collected signal is not transmitted to the channel; otherwise, the collected signal is transmitted to the channel. Channel transfer: the positioning subsystem is used to ensure that the positions of the array infrared emitter and the structured light sensor are kept within the allowable error range each time they are used.
优选地,所述阵列式结构光大空间动作识别系统还包括数据传输子系统,用于将采集到的所述信号通过所述信道发送给上位机。Preferably, the arrayed structured light large space action recognition system further includes a data transmission subsystem, which is used to send the collected signal to the host computer through the channel.
优选地,所述定位子系统包括两个基站和定位单元,每个所述结构光传感器上均安装有一个所述定位单元,所述定位单元在对某个结构光传感器进行定位时,根据除该某个结构光传感器以外的其他所有结构光传感器上的定位单元与所述两个基站的相对位置关系对该某个结构光传感器进行定位。Preferably, the positioning subsystem includes two base stations and a positioning unit, one positioning unit is installed on each of the structured light sensors, and when the positioning unit locates a certain structured light sensor, according to The relative positional relationship between the positioning units on all other structured light sensors other than the certain structured light sensor and the two base stations is used to position the certain structured light sensor.
优选地,所述阵列红外线发射器及多个结构光传感器沿长方体空间内的追踪运动通道依次对应地布置。Preferably, the array infrared emitter and the plurality of structured light sensors are sequentially and correspondingly arranged along the tracking motion channel in the cuboid space.
优选地,所述阵列红外线发射器及多个结构光传感器在所述追踪运动通道的平行区域和/或纵深区域内的识别区域相互叠加。Preferably, the recognition areas of the array infrared emitter and the plurality of structured light sensors overlap each other in the parallel area and/or the depth area of the motion tracking channel.
优选地,所述阵列红外线发射器及多个结构光传感器的刷新率间隙大于被追踪物体的运动速度。Preferably, the refresh rate gap of the array infrared emitter and the plurality of structured light sensors is greater than the moving speed of the tracked object.
优选地,所述阵列红外线发射器中的各发射器以同相位发射不同频率的信号。Preferably, each emitter in the array of infrared emitters emits signals of different frequencies in the same phase.
优选地,所述阵列红外线发射器及多个结构光传感器沿环状空间内的追踪运动通道依次对应地布置。Preferably, the array infrared emitter and the plurality of structured light sensors are sequentially and correspondingly arranged along the tracking motion channel in the annular space.
优选地,所述环状空间内沿高度方向依次布置多层所述阵列红外线发射器及多个结构光传感器。Preferably, multiple layers of the array infrared emitter and multiple structured light sensors are sequentially arranged in the annular space along the height direction.
优选地,所述控制子系统采用数字信号处理器。Preferably, the control subsystem adopts a digital signal processor.
本发明显著增加了动作追踪的有效区域,降低了大空间动作追踪应用的成本,拓宽了低成本动作追踪的应用场景,提高了布置动作追踪系统的效率。The present invention significantly increases the effective area of motion tracking, reduces the cost of large-space motion tracking applications, broadens the application scenarios of low-cost motion tracking, and improves the efficiency of arranging motion tracking systems.
附图说明Description of drawings
图1是本发明实施例的示意图。Figure 1 is a schematic diagram of an embodiment of the present invention.
具体实施方式Detailed ways
本发明提供了一种阵列式结构光大空间动作识别系统,包括阵列红外线发射器、多个结构光传感器、控制子系统和定位子系统;所述多个结构光传感器与所述阵列红外线发射器中的发射器一一对应地在具有预定形状的空间中按预定的空间排列方式依次设置、并按预定的时间间隔接收发射器发出的信号;所述控制子系统在根据所述结构光传感器接收到的所述信号判断出没有识别到追踪物体、且信号波动处于预定的阈值之内时,不将采集到的所述信号向信道传递,否则将采集到的所述信号向信道传递;所述定位子系统用于确保所述阵列红外线发射器与所述结构光传感器的位置在每次使用时保持在允许的误差范围内。阵列红外线发射器、多个结构光传感器组合起来用于实现分频异步阵列结构光发生和接收,经过数字信号处理,生成不同频段下三维点云数据。优选地,所述控制子系统采用数字信号处理器。The present invention provides an array structure light large space action recognition system, comprising an array infrared emitter, a plurality of structured light sensors, a control subsystem and a positioning subsystem; the plurality of structured light sensors and the array infrared emitter The emitters are arranged one by one in a space with a predetermined shape in a predetermined spatial arrangement, and receive signals from the emitters at predetermined time intervals; the control subsystem receives When it is judged from the signal that no tracking object is identified and the signal fluctuation is within a predetermined threshold, the collected signal is not transmitted to the channel, otherwise the collected signal is transmitted to the channel; the positioning The subsystem is used to ensure that the positions of the array infrared emitter and the structured light sensor are kept within the allowable error range each time they are used. The array infrared emitter and multiple structured light sensors are combined to realize frequency division asynchronous array structured light generation and reception. After digital signal processing, three-dimensional point cloud data in different frequency bands are generated. Preferably, the control subsystem adopts a digital signal processor.
由于在同一时刻的阵列中并没有大于三个传感器工作的可能,因此在数字信号芯片中的处理程序设置了时间间隔对数据采样以判断数据波动。当没有识别到人且数据波动处于阈值之内的时候,则设该传感器数据不向信道传递,经过该流程,控制系统主信道中数据流转效率得到了显著提升。Since there is no possibility of more than three sensors working in the array at the same moment, the processing program in the digital signal chip sets a time interval to sample data to judge data fluctuations. When no person is identified and the data fluctuation is within the threshold, the sensor data is not transmitted to the channel. After this process, the data transfer efficiency in the main channel of the control system has been significantly improved.
本发明可通过阵列红外线发射器实现大空间动作追踪,在将传统的动作追踪传感器组合之后,凭借独立的空间叠加技术,高频结构光抗干扰技术,信道分发技术明显改善了连续大空间动作追踪的稳定性和精确性,并在理论上无限提高了动作追踪区域的区域面积。The present invention can realize large-space motion tracking through an array infrared transmitter. After combining traditional motion tracking sensors, relying on independent space superposition technology, high-frequency structured light anti-interference technology, and channel distribution technology can significantly improve continuous large-space motion tracking. Stability and accuracy, and theoretically infinitely increase the area of the motion tracking area.
优选地,所述阵列式结构光大空间动作识别系统还包括数据传输子系统,用于将采集到的所述信号通过所述信道发送给上位机。数据传输子系统将阵列信号统一归于集中控制系统中,由主控芯片、线缆、PCIE(高速串行计算机扩展总线标准)转换电路三部分构成。第一部分由USB3.0(通用串行总线3.0)协议构成,每个传感器独立的数字信号将数据经过USB主控芯片转化为USB数据流在传输线缆中传输。到了PC(个人电脑)端口由总控电路将多路USB标准转换为PCIE标准进入计算机处理流程。优选地,本发明还包括供电系统,负责传感器,发射器,控制系统的供电。在USB3.0的情况下,PC端的接驳设备由AC(交流)供电,再由USB主控芯片分配电量至各个传感器。Preferably, the arrayed structured light large space action recognition system further includes a data transmission subsystem, which is used to send the collected signal to the host computer through the channel. The data transmission subsystem unifies the array signals into the centralized control system, and is composed of three parts: the main control chip, the cable, and the PCIE (high-speed serial computer expansion bus standard) conversion circuit. The first part is composed of USB3.0 (Universal Serial Bus 3.0) protocol. The independent digital signal of each sensor converts the data into USB data stream through the USB master chip and transmits it in the transmission cable. When it arrives at the PC (personal computer) port, the master control circuit converts the multi-channel USB standard into the PCIE standard and enters the computer processing flow. Preferably, the present invention also includes a power supply system responsible for the power supply of sensors, transmitters and control systems. In the case of USB3.0, the connecting device on the PC side is powered by AC (alternating current), and then the USB main control chip distributes the power to each sensor.
经过以上系统的配合,被识别单位的信号被传输至计算机备用,经过计算机端处理,还原为人的动作信息。所述用于系统的硬件包括,通用串行总线控制及传输设备(USB3.0标准),结构光传感器,红外线发射器,激光定位器。Through the cooperation of the above systems, the signal of the identified unit is transmitted to the computer for backup, and after processing by the computer, it is restored to human motion information. The hardware used in the system includes a universal serial bus control and transmission device (USB3.0 standard), a structured light sensor, an infrared emitter, and a laser locator.
本发明特别用于三维空间运动动作的追踪,现有技术中,演员需要穿上专门的专业追踪服,采用本发明后,演员可以穿自己的演出服装使用本专利进行追踪,因而降低了成本。The present invention is especially used for the tracking of three-dimensional space movements. In the prior art, actors need to wear special professional tracking clothes. After adopting the present invention, actors can wear their own performance clothes and use this patent to track, thus reducing the cost.
由于采用了上述技术方案,本发明显著增加了动作追踪的有效区域,降低了大空间动作追踪应用的成本,拓宽了低成本动作追踪的应用场景,提高了布置动作追踪系统的效率。Due to the adoption of the above technical solution, the present invention significantly increases the effective area of motion tracking, reduces the cost of large-space motion tracking applications, broadens the application scenarios of low-cost motion tracking, and improves the efficiency of deploying motion tracking systems.
优选地,所述定位子系统包括两个基站和定位单元,每个所述结构光传感器上均安装有一个所述定位单元,所述定位单元在对某个结构光传感器进行定位时,根据除该某个结构光传感器以外的其他所有结构光传感器上的定位单元与所述两个基站的相对位置关系对该某个结构光传感器进行定位。与传统的采用绝对位置进行校准以致成本高、操作困难、耗时长、校准效率低相比,本发明采用相对位置进行校准,所以校准的成本比较低,且校准方便快捷。Preferably, the positioning subsystem includes two base stations and a positioning unit, one positioning unit is installed on each of the structured light sensors, and when the positioning unit locates a certain structured light sensor, according to The relative positional relationship between the positioning units on all other structured light sensors other than the certain structured light sensor and the two base stations is used to position the certain structured light sensor. Compared with the traditional method of using absolute position for calibration, which results in high cost, difficult operation, long time consumption, and low calibration efficiency, the present invention uses relative position for calibration, so the cost of calibration is relatively low, and the calibration is convenient and quick.
在一个实施例中,本发明可对长方体体积内的空间进行动作追踪。因此,所述阵列红外线发射器及多个结构光传感器沿长方体空间内的追踪运动通道依次对应地布置。在此实施例中,本发明可布置在地面上,向上进行扫描。In one embodiment, the present invention can perform motion tracking on a space within a cuboid volume. Therefore, the array infrared emitter and the plurality of structured light sensors are sequentially and correspondingly arranged along the tracking motion channel in the cuboid space. In this embodiment, the invention can be placed on the ground and scanned upwards.
优选地,所述阵列红外线发射器及多个结构光传感器在所述追踪运动通道的平行区域(水平方向)和/或纵深区域(高度方向)内的识别区域相互叠加,以保证在平行区间内不会产生动作追踪结果断裂、也不会在纵向上不会因为单传感器的识别边界产生结构光衍射干扰。Preferably, the array infrared emitter and the plurality of structured light sensors overlap each other in the identification areas in the parallel area (horizontal direction) and/or the depth area (height direction) of the tracking motion channel, so as to ensure that they are within the parallel interval There will be no breakage of motion tracking results, and there will be no structured light diffraction interference in the vertical direction due to the recognition boundary of a single sensor.
优选地,所述阵列红外线发射器及多个结构光传感器的刷新率间隙大于被追踪物体的运动速度。通过提高刷新率的方法可以有效保证被识别单位识别结果的有效和稳定。Preferably, the refresh rate gap of the array infrared emitter and the plurality of structured light sensors is greater than the moving speed of the tracked object. The effectiveness and stability of the identification result of the identified unit can be effectively guaranteed by increasing the refresh rate.
优选地,所述阵列红外线发射器中的各发射器以同相位发射不同频率的信号。当接收端接收了不同频率的信号时,可以识别出相应的信号通道,从而避免结构光之间的相互干扰,防止产生衍射干扰。Preferably, each emitter in the array of infrared emitters emits signals of different frequencies in the same phase. When the receiving end receives signals of different frequencies, the corresponding signal channel can be identified, thereby avoiding mutual interference between structured lights and preventing diffraction interference.
与上一实施例不同的是,在另一个实施例中,本发明可对环状空间(例如舞台)内的空间进行动作追踪。优选地,所述阵列红外线发射器及多个结构光传感器沿环状空间内的追踪运动通道依次对应地布置。与上一实施例相比,本实施例的空间利用率更高,可针对较小面积上的动作追踪,其使用的传感器数量最少。在此实施例中,本发明可悬空或支撑在空间。Different from the previous embodiment, in another embodiment, the present invention can perform motion tracking on the space in the annular space (such as the stage). Preferably, the array infrared emitter and the plurality of structured light sensors are sequentially and correspondingly arranged along the tracking motion channel in the annular space. Compared with the previous embodiment, the space utilization rate of this embodiment is higher, and the motion tracking on a smaller area can be aimed at, and the number of sensors is minimized. In this embodiment, the invention can be suspended or supported in space.
优选地,所述环状空间内沿高度方向依次布置多层所述阵列红外线发射器及多个结构光传感器。可见,本实施例在高度可扩展性上更高,能够在纵深和平面室外的高度维度上进行扩展。Preferably, multiple layers of the array infrared emitter and multiple structured light sensors are sequentially arranged in the annular space along the height direction. It can be seen that this embodiment has higher height scalability, and can be expanded in the depth and height dimensions outside the plane.
Claims (10)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711217932.1A CN108008838A (en) | 2017-11-28 | 2017-11-28 | The wide spatial displacements identifying system of array architecture |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711217932.1A CN108008838A (en) | 2017-11-28 | 2017-11-28 | The wide spatial displacements identifying system of array architecture |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108008838A true CN108008838A (en) | 2018-05-08 |
Family
ID=62052497
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711217932.1A Pending CN108008838A (en) | 2017-11-28 | 2017-11-28 | The wide spatial displacements identifying system of array architecture |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108008838A (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103294182A (en) * | 2012-03-05 | 2013-09-11 | 群康科技(深圳)有限公司 | Action recognition system and action recognition method |
| CN103338699A (en) * | 2011-01-25 | 2013-10-02 | 诺华股份有限公司 | Systems and methods for medical use of motion imaging and capture |
| CN106371281A (en) * | 2016-11-02 | 2017-02-01 | 辽宁中蓝电子科技有限公司 | Multi-module 360-degree space scanning and positioning 3D camera based on structured light |
| CN106484121A (en) * | 2016-11-14 | 2017-03-08 | 陈华丰 | A kind of motion capture system and method |
| CN107122048A (en) * | 2017-04-21 | 2017-09-01 | 甘肃省歌舞剧院有限责任公司 | One kind action assessment system |
-
2017
- 2017-11-28 CN CN201711217932.1A patent/CN108008838A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103338699A (en) * | 2011-01-25 | 2013-10-02 | 诺华股份有限公司 | Systems and methods for medical use of motion imaging and capture |
| CN103294182A (en) * | 2012-03-05 | 2013-09-11 | 群康科技(深圳)有限公司 | Action recognition system and action recognition method |
| CN106371281A (en) * | 2016-11-02 | 2017-02-01 | 辽宁中蓝电子科技有限公司 | Multi-module 360-degree space scanning and positioning 3D camera based on structured light |
| CN106484121A (en) * | 2016-11-14 | 2017-03-08 | 陈华丰 | A kind of motion capture system and method |
| CN107122048A (en) * | 2017-04-21 | 2017-09-01 | 甘肃省歌舞剧院有限责任公司 | One kind action assessment system |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN102840825B (en) | Particle locating system and method | |
| CN206431489U (en) | Crusing robot navigation system based on ultra wide band | |
| CN103997781A (en) | Area positioning base station system and area positioning method thereof | |
| CN103150016A (en) | Multi-person motion capture system fusing ultra wide band positioning technology with inertia sensing technology | |
| CN103698745B (en) | The method of indoor wireless positioning equipment and realization location thereof | |
| CN103376441B (en) | Many precision indoor locating system and adopt the localization method of this system | |
| CN101293350A (en) | Distributed Dual Bus Motion Control System for Humanoid Robot | |
| CN102645974A (en) | Three-dimensional action positioning recognition system and recognition method | |
| CN103454641B (en) | Locating monitoring method based on RFID | |
| CN106484121A (en) | A kind of motion capture system and method | |
| CN107192981A (en) | Visible ray alignment system and method based on illumination shade and machine learning | |
| CN203759525U (en) | Digital remote control system based on tablet PC | |
| CN103823775A (en) | Serial port and Internet port smart converter | |
| CN108008838A (en) | The wide spatial displacements identifying system of array architecture | |
| CN108052113B (en) | Multi-unmanned aerial vehicle and multi-intelligent vehicle hybrid formation communication method | |
| CN104950287A (en) | An ultrasonic-ZigBee system and method for indoor positioning | |
| CN201174774Y (en) | An Indoor Positioning System Based on 433MHz Wireless Transmission Network | |
| CN202770989U (en) | Downhole ultra-wideband electromagnetic wave/ultrasonic wave joint positioning system based on pattern matching | |
| CN109688221A (en) | A kind of interior personnel in substation station and equipment positioning system based on unique identifier | |
| CN102323856A (en) | Data glove based on acceleration sensors and ZigBee | |
| CN202257468U (en) | Data glove based on accelerometer and ZigBee | |
| CN206193691U (en) | Motion capture system | |
| CN104393922A (en) | High-data-rate transmission system of scene-monitoring air traffic control radar | |
| CN207115151U (en) | One kind endowment community intelligent monitoring communication system | |
| CN202600136U (en) | Multi-precision indoor positioning system |
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 | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20180508 |