TW202022335A - Multi-axis force sensor - Google Patents
Multi-axis force sensor Download PDFInfo
- Publication number
- TW202022335A TW202022335A TW107143669A TW107143669A TW202022335A TW 202022335 A TW202022335 A TW 202022335A TW 107143669 A TW107143669 A TW 107143669A TW 107143669 A TW107143669 A TW 107143669A TW 202022335 A TW202022335 A TW 202022335A
- Authority
- TW
- Taiwan
- Prior art keywords
- measuring unit
- magnetic field
- force measuring
- axis
- sensor
- Prior art date
Links
- 230000005291 magnetic effect Effects 0.000 claims abstract description 90
- 229920001296 polysiloxane Polymers 0.000 claims abstract description 16
- 125000006850 spacer group Chemical group 0.000 claims abstract description 14
- 239000002131 composite material Substances 0.000 claims abstract description 5
- 239000003990 capacitor Substances 0.000 claims description 24
- 238000013461 design Methods 0.000 claims description 18
- 239000004020 conductor Substances 0.000 claims description 15
- XUIMIQQOPSSXEZ-UHFFFAOYSA-N Silicon Chemical compound [Si] XUIMIQQOPSSXEZ-UHFFFAOYSA-N 0.000 claims description 8
- 229910052710 silicon Inorganic materials 0.000 claims description 8
- 239000010703 silicon Substances 0.000 claims description 8
- 238000005259 measurement Methods 0.000 claims description 7
- 230000035945 sensitivity Effects 0.000 claims description 4
- 238000004891 communication Methods 0.000 claims description 3
- 241001465754 Metazoa Species 0.000 claims description 2
- 239000003302 ferromagnetic material Substances 0.000 claims 1
- 239000000758 substrate Substances 0.000 claims 1
- 230000008859 change Effects 0.000 description 14
- 238000000034 method Methods 0.000 description 12
- 230000005540 biological transmission Effects 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 6
- 230000006698 induction Effects 0.000 description 6
- 230000000694 effects Effects 0.000 description 5
- 238000012986 modification Methods 0.000 description 5
- 230000004048 modification Effects 0.000 description 5
- 238000013459 approach Methods 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000002474 experimental method Methods 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000004590 computer program Methods 0.000 description 3
- 230000007423 decrease Effects 0.000 description 3
- 238000004519 manufacturing process Methods 0.000 description 3
- 230000002093 peripheral effect Effects 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 238000012937 correction Methods 0.000 description 2
- 239000000463 material Substances 0.000 description 2
- 230000007246 mechanism Effects 0.000 description 2
- 239000002184 metal Substances 0.000 description 2
- 239000002245 particle Substances 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 230000004044 response Effects 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- 230000005355 Hall effect Effects 0.000 description 1
- 230000000295 complement effect Effects 0.000 description 1
- 239000012141 concentrate Substances 0.000 description 1
- 230000008094 contradictory effect Effects 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 239000003989 dielectric material Substances 0.000 description 1
- 230000005294 ferromagnetic effect Effects 0.000 description 1
- 230000001939 inductive effect Effects 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 230000011514 reflex Effects 0.000 description 1
- 229920002050 silicone resin Polymers 0.000 description 1
- 229920002379 silicone rubber Polymers 0.000 description 1
- 239000004945 silicone rubber Substances 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01L—MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
- G01L1/00—Measuring force or stress, in general
- G01L1/14—Measuring force or stress, in general by measuring variations in capacitance or inductance of electrical elements, e.g. by measuring variations of frequency of electrical oscillators
- G01L1/142—Measuring force or stress, in general by measuring variations in capacitance or inductance of electrical elements, e.g. by measuring variations of frequency of electrical oscillators using capacitors
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01L—MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
- G01L1/00—Measuring force or stress, in general
- G01L1/12—Measuring force or stress, in general by measuring variations in the magnetic properties of materials resulting from the application of stress
- G01L1/127—Measuring force or stress, in general by measuring variations in the magnetic properties of materials resulting from the application of stress by using inductive means
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01L—MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
- G01L5/00—Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes
- G01L5/16—Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes for measuring several components of force
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01L—MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
- G01L5/00—Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes
- G01L5/16—Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes for measuring several components of force
- G01L5/165—Apparatus for, or methods of, measuring force, work, mechanical power, or torque, specially adapted for specific purposes for measuring several components of force using variations in capacitance
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Force Measurement Appropriate To Specific Purposes (AREA)
Abstract
Description
本發明是有關於一種多軸力量感測器,特別是指一種壓剪力感測裝置,可以藉由靠近待測物來區別其為人體、磁導物體、或非磁導物體,並且是有關於將電容式測力及磁場式測力複合作用的壓剪力感測器。 The present invention relates to a multi-axis force sensor, in particular to a compressive shear force sensing device, which can be distinguished as a human body, a magnetically conductive object, or a non-magnetically conductive object by being close to the object to be measured, and it has Regarding a compression-shear force sensor that combines capacitive force measurement and magnetic field force measurement.
電子元件製程技術越來越成熟,促使穿戴式裝置成為大家關注的議題,且多半被開發成生醫與機電整合型的跨領域產品。近幾年來對於軟性電子技術的發展日新月異,相關的產品也都相繼問世。這些設計有不少採用可撓式壓力感測器運用在不同地方上,透過隨時穿戴,可達到連續監控,且不受空間範圍限制,相比壓力板技術而言更加便捷,對於一般使用者接受度也較高。本文發明針對磁感測及電容式感測器複合使用的設計與應用,開發出多用途之感測器,同時具有壓力以及剪應力之感測,其中壓力感測器以電容式為主,三軸應力是以磁感測技術為主,設計出可應用於各種情境之多軸力量感測器。 The increasing maturity of electronic component manufacturing technology has made wearable devices a topic of concern, and most of them have been developed into cross-field products integrating biomedical and electromechanical products. In recent years, the development of soft electronic technology has been changing rapidly, and related products have also come out one after another. Many of these designs use flexible pressure sensors to be used in different places. By wearing them at any time, continuous monitoring can be achieved without the limitation of space. Compared with pressure plate technology, it is more convenient and acceptable to general users. The degree is also higher. In this paper, the invention aims at the design and application of the combined use of magnetic sensing and capacitive sensors, and develops a multi-purpose sensor with pressure and shear stress sensing at the same time. The pressure sensor is mainly capacitive. The axial stress is based on magnetic sensing technology, and a multi-axis force sensor that can be applied to various situations is designed.
在T.P.Tomo,W.K.Wong,A.Schmitz,H.Kristanto,A.Sarazin,L.Jamone,S.Somlor,and S.Sugano,“A modular,distributed,soft,3-axis sensor system for robot hands,”2016 IEEE-RAS Humanoids,pp.454-460. In TPTomo, WKWong, A. Schmitz, H. Kristanto, A. Sarazin, L. Jamone, S. Somlor, and S. Sugano, "A modular, distributed, soft, 3-axis sensor system for robot hands," 2016 IEEE-RAS Humanoids, pp.454-460.
T.P.Tomo,M.Regoli,A.Schmitz,L.Natale,H.Kristanto,S.Somlor,L.Jamone,G.Metta and S.Sugano“A New Silicone Structure for uSkin- a Soft,Distributed,Digital 3-axis Skin Sensor-and its Integration on the Humanoid Robot iCub”IEEE ROBOTICS AND AUTOMATION LETTERS,2018. T.P. Tomo, M. Regoli, A. Schmitz, L. Natale, H. Kristanto, S. Somlor, L. Jamone, G. Metta and S. Sugano "A New Silicone Structure for uSkin- a Soft, Distributed, Digital 3-axis Skin Sensor-and its Integration on the Humanoid Robot iCub” IEEE ROBOTICS AND AUTOMATION LETTERS, 2018.
T.P.Tomo,A.Schmitz,W.K.Wong,H.Kristanto,S.Somlor,J.Hwang,L.Jamone,and S.Sugano,“Covering a Robot Fingertip With uSkin:A Soft Electronic Skin With Distributed 3-Axis Force Sensitive Elements for Robot Hands,”IEEE ROBOTICS AND AUTOMATION,2018. TPTomo,A.Schmitz,WKWong,H.Kristanto,S.Somlor,J.Hwang,L.Jamone,and S.Sugano,"Covering a Robot Fingertip With uSkin: A Soft Electronic Skin With Distributed 3-Axis Force Sensitive Elements for Robot Hands,"IEEE ROBOTICS AND AUTOMATION,2018.
上述研究中的電子人造皮膚-uSkin,以Melexis的MLX90393芯片為基礎設計的人造人體皮膚展示了一個小型3軸霍爾效應力量感測器。感測器尺寸為3 x 3 x 1mm,並具有數字輸出,可通過I2C連接直接連接到微控制器。16個感測器的尺寸為26 x 27 x 6.05mm,高密度是這種方法的優勢,但一旦感測器接近鐵磁金屬物體,它將完全失去其傳感能力。 The electronic artificial skin-uSkin in the above study, an artificial human skin designed based on Melexis' MLX90393 chip, demonstrated a small 3-axis Hall-effect force sensor. The sensor is 3 x 3 x 1mm in size and has a digital output, which can be directly connected to the microcontroller via an I2C connection. The size of the 16 sensors is 26 x 27 x 6.05mm. High density is the advantage of this method, but once the sensor approaches a ferromagnetic metal object, it will completely lose its sensing ability.
本發明改善上述習知的設計,並克服金屬物體的感應干擾,加入具有電容感應技術的軟性感測器,設計了一種電容式和磁感應複合多軸力量感測器,它結合了兩個感測器的優點,以互補的方式達到預期的效果。 The present invention improves the above-mentioned conventional design and overcomes the inductive interference of metal objects. It adds a soft sensor with capacitive sensing technology to design a capacitive and magnetic induction composite multi-axis force sensor, which combines two sensors. The advantages of the device achieve the desired effect in a complementary manner.
本發明同時利用人體電容對電容式感測器有很大影響,在觸摸感測器之前會有明顯的電容變化,將電容式感測器放在磁感測器上之後,可以在檢測壓力和剪切應力的同時,檢測靠近以及接觸是否為人體或動物體。此外,本發明在磁導體接觸感測器之前,由於磁場干擾,磁感應值將發生很大變化,因此可以判斷接近的物品是否為磁導體。 The invention also utilizes the human body capacitance to have a great influence on the capacitive sensor. There will be obvious changes in capacitance before the sensor is touched. After the capacitive sensor is placed on the magnetic sensor, the pressure and At the same time of shear stress, it detects whether the approach and contact are human or animal bodies. In addition, in the present invention, before the magnetic conductor touches the sensor, the magnetic induction value will change greatly due to the interference of the magnetic field, so it can be judged whether the approaching object is a magnetic conductor.
本發明提供一種同時具有壓力及剪力三軸偵測的感測器, 具有高解析度、高量測範圍及防水能力。 The invention provides a sensor with three-axis detection of pressure and shear at the same time, It has high resolution, high measurement range and waterproof capability.
本發明的壓力剪力感測器包括一雙層軟式電路板、一電容感測IC、一磁場感測IC、一圓柱形磁鐵、一具有特殊機構設計導柱的矽膠。雙層軟式電路板包括一上層電容電極、一下層電容電極、一磁場感測周邊電路、一電容感測周邊電路、一磁場感測IC及一電容感測IC。上層電容電極彎折180度後,黏貼於特殊機構設計導柱的矽膠上層,特殊機構設計導柱的矽膠黏貼下層電容電極軟式電路板上。圓柱形磁鐵黏貼於上層電容電極軟式電路板的背面。磁場感測及電容感測IC皆以I2C傳輸模式並聯,並以通訊位址作為數據傳輸的區隔。感測器訊號排線輸出端共有四極,從左至右分別為GND、VCC、SCL、SDA。電容感測周邊電路具有四個厚度高於電容及電感IC的被動元件,分別配置在四個角落以保護IC不受外力破壞。 The pressure shear force sensor of the present invention includes a double-layer flexible circuit board, a capacitance sensing IC, a magnetic field sensing IC, a cylindrical magnet, and a silicone rubber with a special mechanism design guide post. The double-layer flexible circuit board includes an upper layer capacitor electrode, a lower layer capacitor electrode, a magnetic field sensing peripheral circuit, a capacitive sensing peripheral circuit, a magnetic field sensing IC, and a capacitance sensing IC. After the upper capacitor electrode is bent 180 degrees, it is pasted on the upper layer of silicon gel of the special mechanism design guide post, and the silicon gel of the special structure design guide post is pasted on the lower capacitor electrode flexible circuit board. The cylindrical magnet is pasted on the back of the upper capacitor electrode flexible circuit board. Both the magnetic field sensing and capacitance sensing ICs are connected in parallel in the I2C transmission mode, and the communication address is used as the partition for data transmission. The sensor signal cable output terminal has four poles, from left to right are GND, VCC, SCL, SDA. The peripheral circuit of capacitive sensing has four passive components with a thickness higher than that of the capacitor and inductance ICs, which are respectively arranged in the four corners to protect the IC from external forces.
透過磁場感測器擁有區分三軸磁力強度的能力,分析出磁鐵受到壓力或剪力時在空間中移動的變量,計算出相對應的力量值。 Through the magnetic field sensor, it has the ability to distinguish the strength of the three-axis magnetic force, analyze the variables that the magnet moves in space when subjected to pressure or shear force, and calculate the corresponding force value.
藉由校正機台固定控制變化因素,在固定壓力值量測出不同方向及不同力量的剪力值,紀錄並且找出其相對應之關係曲線;再透過固定剪力值,改變壓力值,紀錄且找出相對應之關係曲線;最後彙整多個壓力及剪力對應曲線後,即可整合成為壓力剪力對應曲面。即完成該感測器壓力剪力對照表格,爾後量測時,再以內插法方式取得當下量測值在曲線中對應的位置,而得出當前壓力剪力之強度及方向。 By calibrating the fixed control variable factors of the machine, measure the shear value of different directions and different forces at a fixed pressure value, record and find the corresponding relationship curve; then change the pressure value by fixing the shear value and record And find out the corresponding relationship curve; after finally consolidating multiple pressure and shear force corresponding curves, they can be integrated into the pressure and shear force corresponding curved surface. That is, the pressure and shear force comparison table of the sensor is completed, and then when measuring, the corresponding position of the current measurement value in the curve is obtained by interpolation to obtain the current strength and direction of the pressure and shear force.
壓力感測器需要在製造後進行校準。通過壓力校準將壓力值轉換為電容讀數值。每個校準壓力感測器都內置在查找校準表中,感測器使用時由受壓力時產生的電容值可通過計算得出壓力值。 The pressure sensor needs to be calibrated after manufacturing. The pressure value is converted into capacitance reading value through pressure calibration. Each calibrated pressure sensor is built into the look-up calibration table, and the capacitance value generated by the pressure when the sensor is used can be calculated to obtain the pressure value.
感測器在外層塗有矽樹脂,以在使用過程中反覆施加外力時保護IC免受損壞。 The sensor is coated with silicone resin to protect the IC from damage when external force is repeatedly applied during use.
下面詳細描述本發明的實施例,所述實施例的示例在附圖中示出,其中自始至終相同或類似的標號表示相同或類似的元件或具有相同或類似功能的元件。下面通過參考附圖描述的實施例是示例性的,旨在用於解釋本發明,而不能理解為對本發明的限制。 The embodiments of the present invention are described in detail below. Examples of the embodiments are shown in the accompanying drawings, wherein the same or similar reference numerals represent the same or similar elements or elements with the same or similar functions. The embodiments described below with reference to the drawings are exemplary, and are intended to explain the present invention, and should not be construed as limiting the present invention.
100‧‧‧圓柱形磁鐵 100‧‧‧Cylindrical Magnet
110‧‧‧具微結構的間隔矽膠 110‧‧‧Spacer silicone with microstructure
120‧‧‧感測器軟式電路板 120‧‧‧Sensor soft circuit board
120a‧‧‧雙層感測器軟式電路板,上層為電容下層板,下層為IC電路走線 120a‧‧‧Double-layer sensor flexible circuit board, the upper layer is the capacitor lower layer board, and the lower layer is the IC circuit wiring
120b‧‧‧傳輸電容值軟式電路板線路 120b‧‧‧Transmission capacitance value flexible circuit board circuit
120c‧‧‧電容上層板 120c‧‧‧Capacitor upper board
120d‧‧‧感測器訊號排線輸出端 120d‧‧‧Sensor signal cable output terminal
130‧‧‧磁場及電容感測IC 130‧‧‧Magnetic field and capacitance sensing IC
第1圖是本發明一實施例的壓剪力感測器的立體圖。 Figure 1 is a perspective view of a compressive shear force sensor according to an embodiment of the present invention.
第2圖是第1圖的壓剪力感測器的構件爆炸立體圖。 Figure 2 is an exploded perspective view of the components of the compressive shear force sensor of Figure 1.
第3圖是第2圖中含有微結構的間隔矽膠立體圖。 Figure 3 is a three-dimensional view of the spacer silicone containing microstructures in Figure 2.
第4圖是完成校正完成前批量測試設計立體圖。 Figure 4 is a three-dimensional view of the batch test design before the calibration is completed.
第5圖是本發明量測壓力剪力方法流程圖。 Figure 5 is a flow chart of the method of measuring pressure shear force of the present invention.
第6圖是藍芽校正機台設計流程圖。 Figure 6 is the bluetooth calibration machine design flow chart.
第7圖是手指靠近感測器且尚未接觸時之實驗數據。 Figure 7 is the experimental data when the finger is close to the sensor and has not yet touched it.
第8圖是手指向感測器施加壓力時之實驗數據。 Figure 8 is the experimental data when a finger applies pressure to the sensor.
第9圖是磁導體靠近感測器且尚未接觸時之實驗數據。 Figure 9 is the experimental data when the magnetic conductor is close to the sensor and not in contact.
第10圖是非磁導體向感測器施加X軸負方向剪力時之實驗數據。 Figure 10 is the experimental data when a non-magnetic conductor applies a negative X-axis shear force to the sensor.
第11圖是非磁導體向感測器施加Y軸負方向剪力時之實驗數據。 Figure 11 is the experimental data when a non-magnetic conductor applies a negative Y-axis shear force to the sensor.
第12圖是非磁導體向感測器施加X軸正方向剪力時之實驗數據。 Figure 12 is the experimental data when a non-magnetic conductor applies a positive X-axis shear force to the sensor.
第13圖是非磁導體向感測器施加Y軸正方向剪力時之實驗數據。 Figure 13 is the experimental data when a non-magnetic conductor applies a positive Y-axis shear force to the sensor.
第14圖是手指靠近且未接觸感測器,依序由第一象限移至第四象限時 之實驗數據。 Figure 14 is when the finger is close to the sensor without touching the sensor, moving from the first quadrant to the fourth quadrant in sequence The experimental data.
第15圖是對一個感測器進行三軸方向的校正後,將其關係創建成表格。 Figure 15 shows the calibration of a sensor in the three-axis direction, and then the relationship is created as a table.
為了更好的理解上述技術方案,下面將參照附圖更詳細地描述本發明的示例性實施例。雖然附圖中顯示了本發明的示例性實施例,然而應當理解,可以以各種形式實現本發明而不應被這裡闡述的實施例所限制。相反,提供這些實施例是為了能夠更透徹地理解本發明,並且能夠將本發明的範圍完整的傳達給本領域的技術人員。 In order to better understand the above technical solutions, exemplary embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. Although the drawings show exemplary embodiments of the present invention, it should be understood that the present invention can be implemented in various forms and should not be limited by the embodiments set forth herein. On the contrary, these embodiments are provided to enable a more thorough understanding of the present invention and to fully convey the scope of the present invention to those skilled in the art.
第1圖顯示本發明感測器之完整外觀,當感測器受到Z軸壓力,圓柱形磁鐵100及電容電極上層120c受到擠壓,而向下移動;藉由具有高回復彈性之矽膠介電層110(可視為一彈簧),控制受力後圓柱形磁鐵100與磁場感測IC 130的距離及電容電極下層120a的距離,改變電容及磁場感測IC的讀值,進而換算出所受到之壓力。另外當感測器受到X軸、Y軸剪力時,圓柱形磁鐵100及電容電極上層120c會水平位移,而使得圓柱形磁鐵100與磁場感測IC 130的距離關係改變,改變磁感測器X軸、Y軸、Z軸的讀值,進而換算出所受到之剪力。
Figure 1 shows the complete appearance of the sensor of the present invention. When the sensor is pressed by the Z axis, the
第2圖顯示本發明之感測器組合方式,雙層感測器軟式電路板120a(上層為電容下層板,下層為IC電路走線)、傳輸電容值軟式電路板線路120b、電容上層板120c為一體成形之軟式電路板,上下層電容電路由傳輸電容值軟式電路板線路120b連接。組合方式為將矽膠介電層110貼附於雙層感測器軟式電路板120a上後,將電容電極上層120c反摺180度黏貼於矽膠介電層110上,在將圓柱形磁鐵100固定於電容電極上層120c上。
Figure 2 shows the sensor combination method of the present invention, the double-layer sensor
第3圖顯示本發明所設計之間隔矽膠(介電層)110上的微結構,此種矽膠介電層在平面上有圓柱狀顆粒或圓柱與圓椎平頂狀顆粒,此種設計可增加本發明多軸力量感測器之靈敏度以及較大動態量測範圍(dynamic range),無論對於電容測力感測單元,或是三軸磁場式測力感測單元都能依照需求調整其彈簧常數。 Figure 3 shows the microstructure on the spacer silicon (dielectric layer) 110 designed by the present invention. The silicon dielectric layer has cylindrical particles or cylindrical and cone-shaped particles on the plane. This design can increase The sensitivity of the multi-axis force sensor of the present invention and a large dynamic range (dynamic range), whether for a capacitive force sensing unit or a three-axis magnetic field type force sensing unit, can adjust its spring constant as required .
第4圖顯示本發明在校正前將八個感測器集合為一個拼板,將訊號集中在一個排線中傳出,校正後再另外裁切分開。本發明於設計時,在IC電路中設置I2C多工器,透過地址跳轉,一次校準8個或更多感測器,多工器同時接收8組感測器數據,並通過藍牙模塊傳送給校準機。該方法可以克服感測器量產產能不足的問題。為了使用I2C連接方法,還選擇了具有I2C通道的商用電容數字轉換器IC。 Fig. 4 shows that the present invention gathers eight sensors into a panel before calibration, concentrates the signals in one cable, and then cuts them separately after calibration. In the design of the present invention, an I2C multiplexer is set in the IC circuit, and 8 or more sensors are calibrated at a time through address jump. The multiplexer receives 8 sets of sensor data at the same time and transmits it to the calibration via the Bluetooth module machine. This method can overcome the problem of insufficient sensor production capacity. In order to use the I2C connection method, a commercial capacitance-to-digital converter IC with I2C channels was also selected.
第5圖顯示本發明感測器感測方法流程,感測器受到壓力改變可變電容的容值,透過電容感測IC讀出容值,查詢校正壓力電容關係表格內插後得出當前所受壓力值。感測器受到剪力改變磁鐵與磁場感測IC相對位置,透過磁場感測IC讀出三軸磁場強度,並以電容所得壓力值為基準,查詢校正剪力磁場關係表格內插後得出當前所受剪力值。 Figure 5 shows the process of the sensor sensing method of the present invention. The sensor is subjected to pressure to change the capacitance value of the variable capacitor. The capacitance value is read through the capacitance sensing IC, and the current value is obtained after querying the calibration pressure capacitance relationship table and interpolation. The pressure value. The sensor is subjected to shear force to change the relative position of the magnet and the magnetic field sensing IC. The three-axis magnetic field strength is read through the magnetic field sensing IC, and the pressure value obtained by the capacitor is used as a reference. The current is obtained by querying the correction shear magnetic field relationship table after interpolation The value of shear force.
第6圖顯示本發明設計校正機台之流程圖,放置需校正之感測器進入校正機台後以藍芽連接,並透過自動化程式設計,將不同的壓力及剪力狀態時,所收到的藍芽讀值記錄成表格,並且在校正完成後儲存。 Figure 6 shows the flow chart of the design of the calibration machine of the present invention. After placing the sensor to be calibrated into the calibration machine, it is connected with Bluetooth, and through automatic programming, the received pressure and shear force are different. The bluetooth readings are recorded as a table and stored after the calibration is completed.
此發明之感測器在未受外力影響時之讀值,均穩定漂浮在誤差的0.03%以內。 When the sensor of this invention is not affected by external forces, the readings are stable within 0.03% of the error.
如第7圖所示,當人體(這個實驗是手指)慢慢接近感測器 時,距離接近1毫米然後離開,電容感測器的值顯著增加30%,磁場感測IC的三個軸不變。原因是人體本身的電容會干擾電容感測器。 As shown in Figure 7, when the human body (the finger in this experiment) slowly approaches the sensor When the distance is close to 1 mm and then left, the value of the capacitive sensor increases significantly by 30%, and the three axes of the magnetic field sensor IC remain unchanged. The reason is that the capacitance of the human body will interfere with the capacitance sensor.
如第8圖所示,手指繼續向感測器施加壓力,並且磁感測器值也顯著反應;當手指未接觸感測器的部分被放大時,可以清楚地區分靠近人體的電容影響。 As shown in Figure 8, the finger continues to apply pressure to the sensor, and the value of the magnetic sensor also responds significantly; when the part of the finger that is not touching the sensor is enlarged, the effect of capacitance close to the human body can be clearly distinguished.
非導磁物體與感測器之間的距離約為1mm,電容和磁感應的讀數值不變。非透化物體繼續向感測器施加壓力,並且電容和磁感測值也具有顯著的響應。第9圖顯示當導磁物體接近感測器約1mm時,磁感測器受到磁場的顯著影響,而電容感測器響應程度較低。通過上述實驗,這種感測器可以通過接近物體來區分人體,磁性或非磁性導體。 The distance between the non-magnetic object and the sensor is about 1mm, and the reading values of capacitance and magnetic induction remain unchanged. Non-permeable objects continue to apply pressure to the sensor, and capacitance and magnetic sensing values also have significant responses. Figure 9 shows that when a magnetically conductive object approaches the sensor by about 1 mm, the magnetic sensor is significantly affected by the magnetic field, while the capacitive sensor has a lower response. Through the above experiments, this sensor can distinguish between the human body, magnetic or non-magnetic conductors by approaching objects.
如第10圖所示,非導磁物體在X軸負方向施予剪切應力,並且可以看出,X軸磁感測值上升,Y軸磁感測值下降,Z軸磁感測值下降。如第11圖所示,非導磁物體在Y軸負方向施予剪切應力,X軸磁感測值無明顯變化,Y軸磁感測值上升,Z軸磁感測值上升。如第12圖所示,非導磁物體在X軸正方向施予剪切應力,X軸磁感測值下降,Y軸磁感測值上升,Z軸磁感測值上升。如第13圖所示,非導磁物體在Y軸正方向施予剪切應力,X軸磁感測值下降,Y軸磁感測值下降,Z軸磁感測值下降。從上述兩個實驗中,剪切力的方向可以通過三軸值的趨勢變化來識別。 As shown in Figure 10, a non-magnetic object is subjected to shear stress in the negative X-axis direction, and it can be seen that the X-axis magnetic sensing value increases, the Y-axis magnetic sensing value decreases, and the Z-axis magnetic sensing value decreases . As shown in Figure 11, when a non-magnetic object is subjected to shear stress in the negative direction of the Y axis, the X-axis magnetic sensing value does not change significantly, the Y-axis magnetic sensing value rises, and the Z-axis magnetic sensing value rises. As shown in Figure 12, a non-magnetic object is subjected to shear stress in the positive X-axis direction, the X-axis magnetic sensing value decreases, the Y-axis magnetic sensing value increases, and the Z-axis magnetic sensing value increases. As shown in Figure 13, when a non-magnetic object is subjected to shear stress in the positive direction of the Y axis, the X-axis magnetic sensing value drops, the Y-axis magnetic sensing value drops, and the Z-axis magnetic sensing value drops. From the above two experiments, the direction of the shear force can be identified by the trend change of the triaxial value.
如第14圖所示,隨著手指在四個象限中的移動,可以看出四個相對應的通道數值隨之改變。 As shown in Figure 14, as the finger moves in the four quadrants, it can be seen that the four corresponding channel values change accordingly.
從這樣的實驗中得到了三個結果:1.當磁感沒有變化時,電容率首先變化,並判斷為人體觸摸。2.當電容沒有改變時,電容率首先改變, 並判斷磁導體是否接觸。3.當電容和磁感同時變化時,判斷出非磁導體接觸。 Three results were obtained from such experiments: 1. When the magnetic induction did not change, the permittivity first changed, and it was judged as a human touch. 2. When the capacitance does not change, the permittivity first changes, And judge whether the magnetic conductor is in contact. 3. When the capacitance and magnetic induction change at the same time, it is judged that the non-magnetic conductor is in contact.
本發明的感測器其實施校正的方式,可以將一次帶有8個感測器的連接板放置在壓剪力校準機中,7個通道的8個感測器同時以藍芽模式連接(電容感測值有4個通道和磁感應值)。對一個感測器進行三軸方向的校正。對感測器施加0~0.4bar的正壓,同時對感測器施加0~0.4bar的剪力,並將電容和磁感測器讀數記錄,每次間隔0.02bar,將其創建成表格,如第15圖。利用電容感測器將測量當前壓力,將剪切校正解開磁感測器的三軸讀數的相互耦合關係,計算出相應的剪切力。在將來使用感測器時,可以查詢此表並進行插值以轉換施加到感測器的壓力。 The sensor of the present invention is calibrated in a way that a connecting board with 8 sensors can be placed in the shear force calibration machine at a time, and 8 sensors of 7 channels are connected in Bluetooth mode at the same time ( Capacitance sensing value has 4 channels and magnetic induction value). Perform three-axis calibration on a sensor. Apply a positive pressure of 0~0.4bar to the sensor, and at the same time apply a shear force of 0~0.4bar to the sensor, and record the readings of the capacitance and magnetic sensor, each time interval of 0.02bar, create a table, As shown in Figure 15. The current pressure will be measured by the capacitive sensor, the shear correction will be uncoupled from the three-axis readings of the magnetic sensor, and the corresponding shear force will be calculated. When using the sensor in the future, you can query this table and perform interpolation to convert the pressure applied to the sensor.
本發明的實施例描述了具有四個電容效應感測器和一組三軸磁效應感測器的複合式多軸力量感測器的設計,利用電極的間隙變化來檢測其接收的正向力。在感測器的IC表面塗抹硬矽膠,以防止在操作過程中受到外部損壞。通過使人體或物體與所提出的感測器接觸,觸點是人體,磁導體或非磁導體。測試表明,當人體接觸時,電容感測器優先檢測電容的變化;當磁導體接觸時,三軸磁效應感測器優先檢測磁場的變化;當非磁性導體接觸時,電容式感測器和三軸磁效應感測器同時感測到檢測到的變化。 The embodiment of the present invention describes the design of a composite multi-axis force sensor with four capacitive effect sensors and a set of three-axis magnetic effect sensors, which use the change of the electrode gap to detect the positive force it receives . Apply hard silicone on the IC surface of the sensor to prevent external damage during operation. By bringing the human body or object into contact with the proposed sensor, the contact is the human body, a magnetic conductor or a non-magnetic conductor. Tests show that when the human body is in contact, the capacitive sensor first detects the change in capacitance; when the magnetic conductor is in contact, the triaxial magnetic effect sensor first detects the change in the magnetic field; when the non-magnetic conductor is in contact, the capacitive sensor and The three-axis magnetic effect sensor simultaneously senses the detected changes.
上述的實施例雖描述了具有四個電容效應測力感測器和一組三軸磁效應感測器的多軸力量感測器的設計,也可以改成一個電容效應測力感測器和一組三軸磁效應感測器的複合式多軸力量感測器的設計。 Although the foregoing embodiment describes the design of a multi-axis force sensor with four capacitive effect force sensors and a set of three-axis magnetic effect sensors, it can also be changed to a capacitive effect force sensor and The design of a composite multi-axis force sensor with a set of three-axis magnetic effect sensors.
綜上所述,在本發明中,磁體和磁感測器之間的距離基於板式電容器而改變,並且通過改變介電材料的結構來製造具有良好性能的感測器,其特點是成本低,工藝簡單,並且輕鬆定制。如上所述產生用於 測量前向壓力的人造皮膚,並且還可以通過磁體的水平移動來測量剪切應力。所有上述感測器都可以通過自製校準機進行校準,並測量其特性。在執行校准後測量通過自製機器設備的剪切力,並通過校準內置表來測量剪切力的大小和方向,並通過即時顯示手機上的壓力信息,增加多功能性和適用性。 To sum up, in the present invention, the distance between the magnet and the magnetic sensor is changed based on the plate capacitor, and the structure of the dielectric material is changed to produce a sensor with good performance, which is characterized by low cost. The process is simple and easy to customize. Generated as described above for It measures the forward pressure of the artificial skin, and can also measure the shear stress by the horizontal movement of the magnet. All the above-mentioned sensors can be calibrated by a self-made calibration machine and their characteristics can be measured. After performing the calibration, measure the shear force through the self-made machine and equipment, and measure the magnitude and direction of the shear force by calibrating the built-in meter, and display the pressure information on the mobile phone instantly, which increases the versatility and applicability.
本發明是參照根據本發明實施例的方法、設備(系統)、和電腦程式產品的流程圖和/或方框圖來描述的。應理解可由電腦程式指令實現流程圖和/或方框圖中的每一流程和/或方框、以及流程圖和/或方框圖中的流程和/或方框的結合。可提供這些電腦程式指令到通用電腦、專用電腦、嵌入式處理機或其他可程式設計資料處理設備的處理器以產生一個機器,使得通過電腦或其他可程式設計資料處理設備的處理器執行的指令產生用於實現在流程圖一個流程或多個流程和/或方框圖一個方框或多個方框中指定的功能的裝置。 The present invention is described with reference to flowcharts and/or block diagrams of methods, equipment (systems), and computer program products according to embodiments of the present invention. It should be understood that each process and/or block in the flowchart and/or block diagram, and the combination of processes and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions can be provided to the processors of general-purpose computers, dedicated computers, embedded processors, or other programmable data processing equipment to generate a machine that can be executed by the processor of the computer or other programmable data processing equipment A device for realizing the functions specified in one flow or multiple flows in the flowchart and/or one block or multiple blocks in the block diagram is generated.
應當注意的是,在權利要求中,不應將位於括弧之間的任何參考符號構造成對權利要求的限制。單詞“包含”不排除存在未列在權利要求中的部件或步驟。位於部件之前的單詞“一”或“一個”不排除存在多個這樣的部件。本發明可以借助於包括有若干不同部件的硬體以及借助於適當程式設計的電腦來實現。在列舉了若干裝置的單元權利要求中,這些裝置中的若干個可以是通過同一個硬體項來具體體現。單詞第一、第二、以及第三等的使用不表示任何順序。可將這些單詞解釋為名稱。 It should be noted that in the claims, any reference signs located between parentheses should not be constructed to limit the claims. The word "comprising" does not exclude the presence of parts or steps not listed in the claims. The word "a" or "an" preceding a component does not exclude the presence of multiple such components. The present invention can be realized by means of hardware including a number of different components and by means of a suitably programmed computer. In the unit claims enumerating several devices, several of these devices may be embodied by the same hardware item. The use of the words first, second, and third does not indicate any order. These words can be interpreted as names.
儘管已描述了本發明的優選實施例,但本領域內的技術人員一旦得知了基本創造性概念,則可對這些實施例作出另外的變更和修 改。所以,所附權利要求意欲解釋為包括優選實施例以及落入本發明範圍的所有變更和修改。 Although the preferred embodiments of the present invention have been described, those skilled in the art can make additional changes and modifications to these embodiments once they learn the basic creative concept. change. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present invention.
顯然,本領域的技術人員可以對本發明進行各種改動和變型而不脫離本發明的精神和範圍。這樣,倘若本發明的這些修改和變型屬於本發明權利要求及其等同技術的範圍之內,則本發明也意圖包含這些改動和變型在內。 Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. In this way, if these modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalent technologies, the present invention is also intended to include these modifications and variations.
在本發明中,除非另有明確的規定和限定,術語“安裝”、“相連”、“連接”、“固定”等術語應做廣義理解,例如,可以是固定連接,也可以是可拆卸連接,或成一體;可以是機械連接,也可以是電連接;可以是直接相連,也可以通過中間媒介間接相連,可以是兩個元件內部的連通或兩個元件的相互作用關係。對於本領域的普通技術人員而言,可以根據具體情況理解上述術語在本發明中的具體含義。 In the present invention, unless otherwise clearly defined and limited, the terms "installed", "connected", "connected", "fixed" and other terms should be understood in a broad sense, for example, it may be a fixed connection or a detachable connection , Or integrated; it can be a mechanical connection, or it can be an electrical connection; it can be directly connected, or indirectly connected through an intermediate medium, it can be the internal communication of two components or the interaction relationship between two components. For those of ordinary skill in the art, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.
在本發明中,除非另有明確的規定和限定,第一特徵在第二特徵“上”或“下”可以是第一和第二特徵直接接觸,或第一和第二特徵通過中間媒介間接接觸。而且,第一特徵在第二特徵“之上”、“上方”和“上面”可是第一特徵在第二特徵正上方或斜上方,或僅僅表示第一特徵水準高度高於第二特徵。第一特徵在第二特徵“之下”、“下方”和“下面”可以是第一特徵在第二特徵正下方或斜下方,或僅僅表示第一特徵水準高度小於第二特徵。 In the present invention, unless otherwise clearly defined and defined, the "on" or "under" of the first feature on the second feature may be in direct contact with the first and second features, or the first and second features may be indirectly through an intermediary. contact. Moreover, the "above", "above" and "above" of the first feature on the second feature may mean that the first feature is directly above or obliquely above the second feature, or simply means that the level of the first feature is higher than the second feature. The “below”, “below” and “below” of the second feature of the first feature may mean that the first feature is directly below or obliquely below the second feature, or it simply means that the level of the first feature is smaller than the second feature.
在本說明書的描述中,參考術語“一個實施例”、“一些實施例”、“示例”、“具體示例”、或“一些示例”等的描述意指結合該實施例或示例描述的具體特徵、結構、材料或者特點包含于本發 明的至少一個實施例或示例中。在本說明書中,對上述術語的示意性表述不應理解為必須針對的是相同的實施例或示例。而且,描述的具體特徵、結構、材料或者特點可以在任一個或多個實施例或示例中以合適的方式結合。此外,在不相互矛盾的情況下,本領域的技術人員可以將本說明書中描述的不同實施例或示例以及不同實施例或示例的特徵進行結合和組合。 In the description of this specification, descriptions with reference to the terms "one embodiment", "some embodiments", "examples", "specific examples", or "some examples" etc. mean specific features described in conjunction with the embodiment or example , Structure, materials or characteristics are included in this In at least one embodiment or example. In this specification, the schematic representations of the above terms should not be understood as necessarily referring to the same embodiment or example. Moreover, the specific features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. In addition, without contradicting each other, those skilled in the art may combine and combine different embodiments or examples and features of the different embodiments or examples described in this specification.
儘管上面已經示出和描述了本發明的實施例,可以理解的是,上述實施例是示例性的,不能理解為對本發明的限制,本領域的普通技術人員在本發明的範圍內可以對上述實施例進行變化、修改、替換和變型。 Although the embodiments of the present invention have been shown and described above, it should be understood that the above embodiments are exemplary and cannot be construed as limitations to the present invention, and those of ordinary skill in the art can understand the above within the scope of the present invention. The embodiments are changed, modified, replaced, and modified.
100‧‧‧圓柱形磁鐵 100‧‧‧Cylindrical Magnet
110‧‧‧具微結構的間隔矽膠 110‧‧‧Spacer silicone with microstructure
120‧‧‧感測器軟式電路板 120‧‧‧Sensor soft circuit board
120a‧‧‧雙層感測器軟式電路板,上層為電容下層板,下層為IC電路走線 120a‧‧‧Double-layer sensor flexible circuit board, the upper layer is the capacitor lower layer board, and the lower layer is the IC circuit wiring
120b‧‧‧傳輸電容值軟式電路板線路 120b‧‧‧Transmission capacitance value flexible circuit board circuit
120c‧‧‧電容上層板 120c‧‧‧Capacitor upper board
120d‧‧‧感測器訊號排線輸出端 120d‧‧‧Sensor signal cable output terminal
130‧‧‧磁場及電容感測IC 130‧‧‧Magnetic field and capacitance sensing IC
Claims (11)
Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| TW107143669A TW202022335A (en) | 2018-12-05 | 2018-12-05 | Multi-axis force sensor |
| CN201911226967.0A CN110954250A (en) | 2018-12-05 | 2019-12-04 | Multi-axis force sensor |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| TW107143669A TW202022335A (en) | 2018-12-05 | 2018-12-05 | Multi-axis force sensor |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| TW202022335A true TW202022335A (en) | 2020-06-16 |
Family
ID=69979769
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| TW107143669A TW202022335A (en) | 2018-12-05 | 2018-12-05 | Multi-axis force sensor |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN110954250A (en) |
| TW (1) | TW202022335A (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113218559B (en) * | 2021-05-28 | 2022-07-15 | 浙江工业大学 | Flexible three-dimensional force sensor and preparation method thereof |
| JP2024528541A (en) * | 2021-06-29 | 2024-07-30 | ナショナル ユニバーシティ オブ シンガポール | Force sensor and device incorporating force sensor |
| CN113588149A (en) * | 2021-07-23 | 2021-11-02 | 中国工程物理研究院总体工程研究所 | Flexible multi-mode touch sensor combining silicon-based MEMS unit and coil array |
| CN114739541B (en) * | 2022-04-11 | 2024-12-20 | 中国科学院宁波材料技术与工程研究所 | A flexible tactile sensor and its application |
| CN116352712A (en) * | 2023-03-24 | 2023-06-30 | 中国铁建重工集团股份有限公司 | Electromagnetic locating system and method |
Family Cites Families (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN85204613U (en) * | 1985-11-01 | 1986-07-23 | 中国农机院北京农业机械化研究所 | Suspended ferromagnetic particles sensor in insulating fluid |
| CN1030271C (en) * | 1991-02-20 | 1995-11-15 | Tdk株式会社 | Composite electric part of stacked multi-layer structure |
| CN1173301C (en) * | 2000-03-02 | 2004-10-27 | 葛大庆 | Composite type coin identifier |
| US6960911B2 (en) * | 2002-01-29 | 2005-11-01 | Kabushiki Kaisha Toshiba | Strain sensor |
| CN101776496B (en) * | 2009-01-09 | 2011-11-23 | 财团法人工业技术研究院 | Flexible electronic pressure sensing device and method of manufacturing the same |
| US20130018489A1 (en) * | 2011-07-14 | 2013-01-17 | Grunthaner Martin Paul | Combined force and proximity sensing |
| US20170336273A1 (en) * | 2014-12-10 | 2017-11-23 | Hci Viocare Technologies Ltd. | Force sensing device |
| CN104697678B (en) * | 2015-03-09 | 2017-07-21 | 中国科学院宁波材料技术与工程研究所 | It is a kind of to be used to detect sensor of faint stress and preparation method thereof |
| CN106289588A (en) * | 2015-05-27 | 2017-01-04 | 鸿富锦精密工业(深圳)有限公司 | Pressure sensor device, the mechanical hand with this pressure sensor device and robot |
| CN105865667B (en) * | 2016-05-19 | 2018-06-01 | 北京印刷学院 | Capacitive flexible pressure sensor based on microstructured dielectric layer and its preparation method |
| CN106706176A (en) * | 2016-11-23 | 2017-05-24 | 浙江大学 | Capacitive touch sensor having patterned microstructure array |
| CN108168740B (en) * | 2017-12-11 | 2020-06-23 | 苏州大学 | Full-flexible passive pressure sensor based on micro-droplets and manufacturing method and detection method thereof |
-
2018
- 2018-12-05 TW TW107143669A patent/TW202022335A/en unknown
-
2019
- 2019-12-04 CN CN201911226967.0A patent/CN110954250A/en active Pending
Also Published As
| Publication number | Publication date |
|---|---|
| CN110954250A (en) | 2020-04-03 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| TW202022335A (en) | Multi-axis force sensor | |
| CN102207415B (en) | Conductive-rubber-based flexible array clip pressure sensor and manufacturing method | |
| CN103954382B (en) | A kind of change medium-type electric capacity flexible 3 D force-touch sensor | |
| US9196437B2 (en) | Operation input apparatus and operation input detection apparatus | |
| Alshawabkeh et al. | Highly stretchable additively manufactured capacitive proximity and tactile sensors for soft robotic systems | |
| CN110068413A (en) | Condenser type flexible touch sensation sensor based on ball curved surface electrode plate | |
| CN112697334B (en) | 3D Force Tactile Sensor | |
| CN109708785B (en) | Flexible capacitive tactile sensor, electronic skin, wearable device and method | |
| CN104764481A (en) | Full-compliancy capacitance and resistance dual mode proximate sense transducer | |
| KR20170092139A (en) | Capacitive sensors for grip sensing and finger tracking | |
| Akbarzadeh et al. | A simple fabrication, low noise, capacitive tactile sensor for use in inexpensive and smart healthcare systems | |
| CN205353969U (en) | Touch -control assembly with pressure is listened | |
| Somlor et al. | A novel tri-axial capacitive-type skin sensor | |
| Rocha et al. | Soft-matter sensor for proximity, tactile and pressure detection | |
| CN117484552A (en) | Multifunctional electronic skin based on magnetic induction and stress sense self-decoupling and preparation method thereof | |
| Mo et al. | A tactile sensor based on piezoresistive effect and electromagnetic induction | |
| Futai et al. | A flexible micromachined planar spiral inductor for use as an artificial tactile mechanoreceptor | |
| CN116576992A (en) | Fingertip touch sensor based on magnetic sensing and preparation method thereof | |
| Lee et al. | Soft Multimodal Sensors with Decoupled Multimodality and Minimal Wiring for Wearable Systems | |
| Zhang et al. | Strain-insensitive stretchable triboelectric tactile sensors via interfacial stress dispersion | |
| Kim et al. | Robot fingertip tactile sensing module with a 3D-curved shape using molding technique | |
| CN210324142U (en) | Electronic equipment shell and electronic equipment | |
| Gong et al. | A solid-liquid composite flexible bionic three-axis tactile sensor for dexterous hands | |
| Dahiya et al. | Development of fingertip tactile sensing chips for humanoid robots | |
| Kim et al. | A touchpad for force and location sensing |