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WO1995027341A1 - Shielded circuit assembly and method for forming same - Google Patents

Shielded circuit assembly and method for forming same Download PDF

Info

Publication number
WO1995027341A1
WO1995027341A1 PCT/US1995/004186 US9504186W WO9527341A1 WO 1995027341 A1 WO1995027341 A1 WO 1995027341A1 US 9504186 W US9504186 W US 9504186W WO 9527341 A1 WO9527341 A1 WO 9527341A1
Authority
WO
WIPO (PCT)
Prior art keywords
electrical components
circuit assembly
thermo
conformable
circuit substrate
Prior art date
Application number
PCT/US1995/004186
Other languages
French (fr)
Inventor
Robert L. Wannemacher, Jr.
Robert J. Lamp
Original Assignee
Motorola Inc.
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 Motorola Inc. filed Critical Motorola Inc.
Publication of WO1995027341A1 publication Critical patent/WO1995027341A1/en

Links

Classifications

    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K9/00Screening of apparatus or components against electric or magnetic fields
    • H05K9/0007Casings
    • H05K9/002Casings with localised screening
    • H05K9/0039Galvanic coupling of ground layer on printed circuit board [PCB] to conductive casing
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K3/00Apparatus or processes for manufacturing printed circuits
    • H05K3/22Secondary treatment of printed circuits
    • H05K3/28Applying non-metallic protective coatings
    • H05K3/284Applying non-metallic protective coatings for encapsulating mounted components
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K2201/00Indexing scheme relating to printed circuits covered by H05K1/00
    • H05K2201/07Electric details
    • H05K2201/0707Shielding
    • H05K2201/0715Shielding provided by an outer layer of PCB
    • HELECTRICITY
    • H05ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
    • H05KPRINTED CIRCUITS; CASINGS OR CONSTRUCTIONAL DETAILS OF ELECTRIC APPARATUS; MANUFACTURE OF ASSEMBLAGES OF ELECTRICAL COMPONENTS
    • H05K2203/00Indexing scheme relating to apparatus or processes for manufacturing printed circuits covered by H05K3/00
    • H05K2203/13Moulding and encapsulation; Deposition techniques; Protective layers
    • H05K2203/1305Moulding and encapsulation
    • H05K2203/1311Foil encapsulation, e.g. of mounted components

Landscapes

  • Engineering & Computer Science (AREA)
  • Microelectronics & Electronic Packaging (AREA)
  • Manufacturing & Machinery (AREA)
  • Shielding Devices Or Components To Electric Or Magnetic Fields (AREA)

Abstract

A shielded circuit assembly (10) includes a circuit substrate (15) and a conformable shield (25). The circuit substrate (15) houses electrical circuitry including electrical components (13). The conformable shield (25) includes a conformable material having a conductive layer (30) and an insulating layer (26). The conformable shield (25) is disposed on the electrical components (13) and on at least a portion of the circuit substrate (15). The conformable shield (25) is substantially fitted around each of the electrical components (13) to individually shield the electrical components (13).

Description


  
 



   SHIELDED   CIRCUIT    ASSEMBLY AND METHOD FOR FORMING
 SAME   Technical    Field
 This invention relates in general to shields for electrical components, and more particular, to shields for electrical components on circuit substrates.



     Background   
 Electronic products typically have electrical circuitry implemented on a circuit substrate, such as a printed circuit board. The performance of the circuitry may be adversely affected by factors such as electromagnetic interference (EMI), radio frequency interference (RFI), electrostatic discharge (ESD), and environmental elements. The sources of interference may be internal or external to the product. For example, many electrical components emit radio frequency (RF) signals which may adversely affect the operation of other portions of the circuitry.



  Moreover, these RF signals may cause   interferene    for other electronic devices operating nearby.



   Typically, a product designer incorporates shields, or other protective devices, to protect critical portions of the circuitry, or specific components. For example, to protect against EMI, a critical component is enclosed in EMI shield formed to substantially enclose the component and onto the circuit substrate. Components having a high EMI output are identified and electromagnetically isolated using EMI shields.



  Moreover, the shield components may be a part of a larger electrical module, such as power amplifier, which is preferably housed in EMI shielded enclosures to provide further protection.  



   Prior art shielding techniques include metal cans, metal foil claddings, wire mesh screens, and plastic enclosures or cases having metallized coatings. However, several problems associated with prior art shielding techniques need to be overcome. For example, a product may have many components requiring EMI shielding from other components within the product as well as from external sources. Depending on the number of the shields needed, significant weight and cost may be added to the product. Moreover, space must be allocated on the circuit board to accommodate the shields which reduces the space available for other components. Additionally, prior art shielding techniques typically do not facilitate shielding decisions made late in the product design cycle, which may be necessary after product testing.

  Consequently, major redesigns may be needed to add shields where the need was unanticipated.



   The trend toward increasingly smaller products minimizes the space available on the circuit board for many of the shields typically used in the prior art. Cost, weight, and design convenience are also important factors in evaluating shielding options. These and other issues make prior art shielding techniques inadequate for some applications.



  Therefore, there exists a need for a new approach to EMI and other types of shielding.



  Brief Description   ofthe    Drawings
 FIG. 1 is a perspective view of a shielded circuit assembly, in accordance with the present invention.



   FIG. 2 is a cross-sectional view of the shielded circuit assembly of
FIG. 1.



   FIG. 3 is an exploded perspective view of a thermo-conformable shield, in accordance with the present invention.



   FIG. 4 is a graph comparing electro-magnetic interference emissions between an unshielded circuit assembly and an experimental shielded circuit.



   FIG. 5 is a fragmentary view of a portable two-way radio incorporating the shielded circuit assembly, in accordance with the present invention.  



  Detailed Description of the   PrefemDd    Embodiment
 The present invention provides for a shielded circuit assembly.



  Generally, shielding may be desirable for at least a portion of a circuit assembly to protect circuit assembly components from internally and externally sourced interfering elements. For example, the circuit assembly components can be shielded to provide protection from electromagnetic interference, electro-static discharge, and environmental elements such as moisture, dust, and environmental contaminants.



  Additionally, by shielding a particular component, that component is protected from potential interference from other components of the circuit assembly. Moreover, other components are protected from interference sourced at the particular component. The shielded circuit assembly of the present invention includes a circuit substrate having electrical components disposed thereon, and a conformable shielding material disposed about the electrical components and at least a portion of the circuit substrate. The shielding material has a conductive layer and an insulating layer. The shielding material is formed to envelope and substantially conform to individual electrical components such that each electrical component is substantially enclosed.

  The present invention provides for a shielded circuit assembly which has significant cost, weight, and size advantages, in an easily manufactured, low design impact packaging scheme.



   The present invention can be best understood with references to
FIGs. 1-5. Referring to FIG. 1, a shielded circuit assembly 10 is shown in accordance with the present invention. The shielded circuit assembly 10 includes a circuit substrate 15, such as a printed circuit board, electrical or other circuit components 13 disposed on the circuit substrate 15, and a metallized plastic laminate 25, disposed so as to conform about the component 13 and at least a portion of the circuit substrate 15. The resulting structure is a substantially   end      d    circuit assembly 10 which provides shielding to individual circuit components 13. The term "conformable" is used herein to describe materials which conform to or adapt to the shape of articles upon which they are disposed.

  The plastic laminate 25, typically has a low temperature softening point and is responsive to the application of thermal energy, optionally assisted by a  vacuum process, to shrink around or conform to articles upon which it is disposed. Accordingly, the plastic laminate 25 and materials with similar properties are described herein as being ("thermo-conformable").



   Referring to FIG. 2, a cross sectional view of the shielded circuit assembly 10 is shown. The circuit substrate 15 is a printed circuit board which houses electrical circuitry including electrical components 13.



  The printed circuit board 15 has first and second opposing surfaces 16, 17. The first surface 16 has electrical components 13 mounted thereon and the second surface 17 has an exposed ground plane disposed thereon. The circuit assembly 10 may be combined with other electrical modules and circuitry to implement a product or device. In the preferred embodiment, the circuit assembly 10 implements a major portion of a two-way portable radio, and includes communication circuitry for communicating over a radio frequency channel. The electrical components 13 include a power amplifier module 14 which is typically a source of significant electro-magnetic interference. Additionally, the power amplifier module 14 typically requires a heat dissipation path for dissipating excessive heat generated by this module.

  The circuit assembly 10 may also include electrical components 13 which are sensitive to electro-magnetic interference and which can be adversely affected by interference generated by the power amplifier module 14 among other sources. Accordingly, the thermo-conformable shielding material 25 is disposed over each component 13 such that each component 13 is substantially enclosed.

 

   The thermo-conformable material 25 comprises three layers, a first or inner insulated layer 32, a shielding layer 30, and a second or outer insulating layer 26. The second insulating layer 26 is optional. A two layer shield may be simpler to construct and may be preferred in some applications. The inner and outer insulated layers 32, 26 are formed from thin plastic sheets, such as those suitable for use in shrink wrap applications. Preferably, a thin continuous sheet of thermoconformable polymeric material is used. The shielding layer 30 is a thin conductive layer disposed between the inner and outer insulated layers 32, 26. Materials such as conductive plastics, conductive paints, metal films, metal meshes or screens, or metal plating, could be used for this  layer. Magnetic organic/molecular based materials may also be used in the conductive layer 30.

  In the preferred embodiment the conductive layer 30 comprises polymeric material impregnated or coated with conductive material such as metal. The metal should be malleable, or one with a low softening point, so that the metal becomes pliable during the forming process. As such, both the metal and insulator will conform to the circuit assembly 10 including the electrical components 13. The properties of the metal may also be chosen for a proper thermal, grounding, and/or shielding requirements. In a primary application of the present invention, this conductive layer 30 provides electro-magnetic interference shielding when covering the electrical components 13 because the conductive layer 30 traps emissions from the components 13.



   Preferably, the conductive layer 30 is electrically grounded, such as by grounding to the circuit substrate 15, to provide shielding to prevent radio frequency emissions from entering or leaving protected areas. The inner insulated layer 32 ordinarily makes contact with the electrical component 13 and helps protect the electrical components 13 and other portions of the circuitry on the circuit substrate 15 from electrical shorts.



  The outer insulated layer 26 is optional and serves to protect the conductive layer 30. Excisions 35 in the insulating layer may be selectively made to expose the metallic or conductive layer 30 for electrical grounding and/or to provide a thermally conductive path. This arrangement is particularly attractive where flip-chip technology is employed for electrical components 13 on the circuit assembly 10. In such cases, it is necessary to provide electrical ground connections at locations other than at the point of direct attachment of the electrical component 13 to the circuit substrate 15.



   Preferably, the circuit substrate 15 has an exposed ground plane such that the conductive layer 30 can be electrically coupled, thereby electrically grounding the conductive layer 30. By exposing portions of the conductive layer 30, electrical ground connections can be made directly between the conductive layer 30 and an electrical component 13 mounted on the circuit assembly 10. The thermo-conformable material 25 envelopes the top 16 and sides of the printed circuit board 15 and is electrically coupled to the ground plane on the second surface of the  printed circuit board, thereby electrically grounding the thermoconformable enclosure to form a shield. The thermo-conformable shield can be attached and grounded directly to the printed circuit board by conventional fasteners such as lead crimping, spring clips, conductive or non-conductive adhesives, and the like.

  If the conductive layer 30 is being used for electrical grounding or as a heat dissipation path, the use of conductive adhesive may be the preferred attachment methodology.



   In constructing the shielded circuit assembly 10, the circuit substrate 15 is populated with electrical components 13 and electrical circuitry to form a functional electrical module. The circuit substrate 15 is then encased with the thermo-conformable material 25 such that the electrical components 13 and at least a portion of the circuit substrate 15 is covered by the thermo-conformable material 25. The thermoconformable material 25 can be applied to the circuit substrate 15 by vacuum forming the thermo-conformable material 25 onto the circuit substrate 15, and by applying thermal energy to the thermo-conformable material 25 such that the thermo-conformable material 25 reaches its softening point and conforms to the circuit substrate 15 and electrical components 13. Preferably, the thermo-conformable material 25 is metallized before it is vacuum formed over the circuit substrate 15.



  Alternatively, the thermo-conformable material 25 may be constructed by first applying a thermo-conformable film over the circuit substrate 15, then metallizing the thermo-conformable film while on the circuit substrate 15. Commonly available shrink or blister packaging technology can be used as a starting point for developing a manufacturing process.



   In one experiment to form an electro-magnetic interference (EMI) shield, a circuit assembly 10 having electrical components 13 disposed thereon was encased in a commonly available shrink wrap film material which was vacuum formed over the circuit assembly 10. The excess material was removed and the board was prepared for the application of a conductive layer 30 comprising gold leaf. The assembly was sprayed with adhesive and gold leaf applied such that a conductive layer 30 of approximately of 5 microns thick was created. The gold leaf was allowed to make electrical contact with the ground plane of the circuit assembly 10. Testing was conducted to determine EMI emissions from the  shielded circuit assembly 10 and comparisons were made with EMI emission from an unshielded circuit assembly 10. The results are presented in FIG. 4.

  From the graph 400 presented it is clear that the
EMI emissions from the thermo-conformable EMI shielded circuit assembly 10, represented by line 410, is significantly less that from an unshielded circuit assembly, represented by line 420. The results shown in the graph of FIG. 4 is but one example done in experimentation and results will differ depending on choices of materials and construction methodologies.



   Conventionally, EMI shielding is provided by enclosing critical components and/or the entire circuit assembly within a metal can which requires that space be reserved on the circuit assembly to accommodate the cans. The use of the thermo-conformable enclosure for EMI shielding significantly reduces the number of parts required by eliminating the need for metal cans as shields. Furthermore, the additional space required on the circuit substrate to accommodate the shielding is relative small. This shielding approach is particularly useful when addressing product miniaturization and manufacturing cost reduction. FIG. 5 is a portable two-way radio 50 incorporating the shielded circuit assembly 10. The radio 50 includes a radio housing 52 which protects the circuit assembly 10. The radio 50 houses well known communications circuitry for communicating over a radio frequency channel.

 

   A shielded circuit assembly 10 made in accordance with the present invention offers significant benefits. These benefits include simple design and construction, low cost, and compact design. The thermo-conformable shield 25 provides EMI protection without a significant increase in the size of the circuit assembly 10. Additionally this shielding technique can be used on circuit assemblies which were not originally designed for EMI shielding. Moreover, design cycle time and design costs can be saved by eliminating the need to accommodate conventional metal can shields. The elimination of metal can shields also reduces the part count and overall product weight. A thermoconformable shield can be constructed to provide additional features. 

  For example, the shielding material 25 may be chosen to provide electrostatic  discharge protection, electromagnetic pulse protection, and also to provide a thermal path for heat dissipation. Moreover, by fully encasing the circuit assembly 10 or portions thereof, an effective moisture seal can be created for the assembly components 13. An additional benefit is the prevention of electrical shorts among electrical components 13 of the circuit assembly 10 or between external components 13 and components 13 of the circuit assembly 10. 

Claims

Claims
1. A shielded circuit assembly, comprising: a circuit substrate having an electrical circuitry comprising a plurality of electrical components; and a shield, comprising: a conformable material having a conductive layer and a first insulating layer, the conformable material being disposed on the plurality of electrical components and on at least a portion of the circuit substrate; the conformable material being substantially fitted around each of the plurality of electrical components to individually shield each of the plurality of electrical components.
2. A shielded circuit assembly as defined in claim 1, wherein the first insulating layer comprises a continuous sheet of thermoconformable polymeric material.
3. A shielded circuit assembly as defined in claim 1, wherein the conductive layer comprises polymeric material impregnated with metal.
4. A shielded circuit assembly as defined in claim 1, wherein: the conformable material has a second insulating layer; and the conductive layer is disposed between the first and second insulating layers.
5. A shielded circuit assembly as defined in claim 4, wherein the second insulating layer has excisions to expose portions of the conductive layer.
6. A shielded circuit assembly, comprising: a circuit substrate having a plurality of electrical components; and an electromagnetic interference shield, comprising: a thermo-conformable film laminate having a conductive layer, and a first insulating layer disposed on the plurality of electrical components and on at least a portion of the circuit substrate; the thermo-conformable film laminate being form fitted around each of the plurality of electrical components to individually shield each of the plurality of electrical components.
7. A method of forming a shielded circuit assembly, comprising the steps of: providing a circuit substrate having a plurality of electrical components; encasing the circuit substrate with a thermo-conformable material; vacuum forming the thermo-conformable material onto the circuit substrate; applying thermal energy to the thermo-conformable material having a softening point such that the thermo-conformable material reaches the softening point and conforms to the circuit substrate and the electrical components; and metallizing the thermo-conformable material.
8. The method of claim 7, wherein the step of metallizing the thermo-conformable material is performed before the step of vacuum forming.
PCT/US1995/004186 1994-04-04 1995-04-04 Shielded circuit assembly and method for forming same WO1995027341A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US22306194A 1994-04-04 1994-04-04
US08/223,061 1994-04-04

Publications (1)

Publication Number Publication Date
WO1995027341A1 true WO1995027341A1 (en) 1995-10-12

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Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0928127A3 (en) * 1997-12-18 2000-12-20 Ford Motor Company Method for protecting electronic components
WO2002096177A3 (en) * 2001-05-21 2003-03-13 Siemens Ag Method for shielding an electric circuit created on a printed circuit board and a corresponding combination of a printed circuit board and a shield
GB2387565A (en) * 2002-04-15 2003-10-22 Visteon Global Tech Inc System for protecting an electronic circuit on a vehicle structure
EP3801216A4 (en) * 2018-05-29 2021-04-14 Facebook Technologies, LLC. Shielding techniques for noise reduction in surface electromyography signal measurement and related systems and methods
US11481030B2 (en) 2019-03-29 2022-10-25 Meta Platforms Technologies, Llc Methods and apparatus for gesture detection and classification
US11481031B1 (en) 2019-04-30 2022-10-25 Meta Platforms Technologies, Llc Devices, systems, and methods for controlling computing devices via neuromuscular signals of users
US11493993B2 (en) 2019-09-04 2022-11-08 Meta Platforms Technologies, Llc Systems, methods, and interfaces for performing inputs based on neuromuscular control
US11567573B2 (en) 2018-09-20 2023-01-31 Meta Platforms Technologies, Llc Neuromuscular text entry, writing and drawing in augmented reality systems
US11635736B2 (en) 2017-10-19 2023-04-25 Meta Platforms Technologies, Llc Systems and methods for identifying biological structures associated with neuromuscular source signals
US11644799B2 (en) 2013-10-04 2023-05-09 Meta Platforms Technologies, Llc Systems, articles and methods for wearable electronic devices employing contact sensors
US11666264B1 (en) 2013-11-27 2023-06-06 Meta Platforms Technologies, Llc Systems, articles, and methods for electromyography sensors
US11797087B2 (en) 2018-11-27 2023-10-24 Meta Platforms Technologies, Llc Methods and apparatus for autocalibration of a wearable electrode sensor system
US11868531B1 (en) 2021-04-08 2024-01-09 Meta Platforms Technologies, Llc Wearable device providing for thumb-to-finger-based input gestures detected based on neuromuscular signals, and systems and methods of use thereof
US11907423B2 (en) 2019-11-25 2024-02-20 Meta Platforms Technologies, Llc Systems and methods for contextualized interactions with an environment
US11921471B2 (en) 2013-08-16 2024-03-05 Meta Platforms Technologies, Llc Systems, articles, and methods for wearable devices having secondary power sources in links of a band for providing secondary power in addition to a primary power source
US11961494B1 (en) 2019-03-29 2024-04-16 Meta Platforms Technologies, Llc Electromagnetic interference reduction in extended reality environments

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US3756399A (en) * 1971-08-30 1973-09-04 Westinghouse Electric Corp Skin package for an article and method of forming the package
US4890199A (en) * 1988-11-04 1989-12-26 Motorola, Inc. Miniature shield with opposing cantilever spring fingers
DE4041071A1 (en) * 1989-12-21 1991-06-27 Telemecanique Electrique DEVICE FOR SHIELDING AND INSULATING AN ELECTRONIC CIRCUIT BOARD
US5318855A (en) * 1992-08-25 1994-06-07 International Business Machines Corporation Electronic assembly with flexible film cover for providing electrical and environmental protection
US5394304A (en) * 1992-10-06 1995-02-28 Williams International Corporation Shielded self-molding package for an electronic component

Patent Citations (5)

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US3756399A (en) * 1971-08-30 1973-09-04 Westinghouse Electric Corp Skin package for an article and method of forming the package
US4890199A (en) * 1988-11-04 1989-12-26 Motorola, Inc. Miniature shield with opposing cantilever spring fingers
DE4041071A1 (en) * 1989-12-21 1991-06-27 Telemecanique Electrique DEVICE FOR SHIELDING AND INSULATING AN ELECTRONIC CIRCUIT BOARD
US5318855A (en) * 1992-08-25 1994-06-07 International Business Machines Corporation Electronic assembly with flexible film cover for providing electrical and environmental protection
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Cited By (20)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0928127A3 (en) * 1997-12-18 2000-12-20 Ford Motor Company Method for protecting electronic components
WO2002096177A3 (en) * 2001-05-21 2003-03-13 Siemens Ag Method for shielding an electric circuit created on a printed circuit board and a corresponding combination of a printed circuit board and a shield
GB2387565A (en) * 2002-04-15 2003-10-22 Visteon Global Tech Inc System for protecting an electronic circuit on a vehicle structure
GB2387565B (en) * 2002-04-15 2004-03-24 Visteon Global Tech Inc An apparatus and method for protecting an electronic circuit
US7161092B2 (en) 2002-04-15 2007-01-09 Visteon Global Technologies, Inc. Apparatus and method for protecting an electronic circuit
US11921471B2 (en) 2013-08-16 2024-03-05 Meta Platforms Technologies, Llc Systems, articles, and methods for wearable devices having secondary power sources in links of a band for providing secondary power in addition to a primary power source
US11644799B2 (en) 2013-10-04 2023-05-09 Meta Platforms Technologies, Llc Systems, articles and methods for wearable electronic devices employing contact sensors
US11666264B1 (en) 2013-11-27 2023-06-06 Meta Platforms Technologies, Llc Systems, articles, and methods for electromyography sensors
US11635736B2 (en) 2017-10-19 2023-04-25 Meta Platforms Technologies, Llc Systems and methods for identifying biological structures associated with neuromuscular source signals
EP3801216A4 (en) * 2018-05-29 2021-04-14 Facebook Technologies, LLC. Shielding techniques for noise reduction in surface electromyography signal measurement and related systems and methods
US11129569B1 (en) 2018-05-29 2021-09-28 Facebook Technologies, Llc Shielding techniques for noise reduction in surface electromyography signal measurement and related systems and methods
US11567573B2 (en) 2018-09-20 2023-01-31 Meta Platforms Technologies, Llc Neuromuscular text entry, writing and drawing in augmented reality systems
US11797087B2 (en) 2018-11-27 2023-10-24 Meta Platforms Technologies, Llc Methods and apparatus for autocalibration of a wearable electrode sensor system
US11941176B1 (en) 2018-11-27 2024-03-26 Meta Platforms Technologies, Llc Methods and apparatus for autocalibration of a wearable electrode sensor system
US11481030B2 (en) 2019-03-29 2022-10-25 Meta Platforms Technologies, Llc Methods and apparatus for gesture detection and classification
US11961494B1 (en) 2019-03-29 2024-04-16 Meta Platforms Technologies, Llc Electromagnetic interference reduction in extended reality environments
US11481031B1 (en) 2019-04-30 2022-10-25 Meta Platforms Technologies, Llc Devices, systems, and methods for controlling computing devices via neuromuscular signals of users
US11493993B2 (en) 2019-09-04 2022-11-08 Meta Platforms Technologies, Llc Systems, methods, and interfaces for performing inputs based on neuromuscular control
US11907423B2 (en) 2019-11-25 2024-02-20 Meta Platforms Technologies, Llc Systems and methods for contextualized interactions with an environment
US11868531B1 (en) 2021-04-08 2024-01-09 Meta Platforms Technologies, Llc Wearable device providing for thumb-to-finger-based input gestures detected based on neuromuscular signals, and systems and methods of use thereof

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