Unobtrusive health monitoring is highly beneficial for maintaining health and independence of high risk and chronic disease patients. Intelligent wearable sensor systems with simple installation, minimal maintenance and user involvement can be the best method for ubiquitous health monitoring.
Wearable sensor systems in form of smart clothing can contribute tremendously to self-defined and autonomous (at home) living with improved quality of life. They are cost effective and provide lightweight simple technical infrastructure. Existing ambulatory recording equipment rely on conventional silver-silver chloride (Ag—AgCl) gel electrodes to perform long term monitoring. Such gel based electrodes cannot be adapted to clothing as re-usable sensors. Plane conductive textile based electrodes do not form a good quality contact and are susceptible to ambient noise such as 50/60 Hz.
The nanomaterials such as gold nanowires or carbon nanotubes rely on low through-put cleanroom fabrication technology or high temperature sintering process and electrospun nano-fibers. These materials are not compatible to large scale textile manufacturing. Further, gold nanowires and carbon nanotubes cannot withstand the abrasive force encountered in a typical wearable application and tend to collapse.
A method for large scale manufacturing of hybrid nanostructured textile sensors is provided in accordance with an embodiment of the present invention. The method includes the steps of embedding polymer nanofibers into a matrix polymer to form a yarn; dissolving the matrix polymer to expose the polymer nanofibers; and coating the polymer nanofibers in a film. The yarn can be a micro denier yarn. The micro denier yarn can have a helical structure. The method can further include a step of imparting an electrostatic charge to the yarn. prior to dissolving the matrix polymer. The polymer nanofibers can be made of a polymer material selected from the group consisting of polyethylene terephthalate, polyethylene naphthalate or polybutylene terephthalate. The polymer nanofibers can be made of a polyester. The polymer nanofibers can be made of a polyurethane. The matrix polymer can be made of a material selected from the group consisting of polystyrene, polyvinyl alcohol, ethylene vinyl alcohol, polyacrylamide or poly lactic acid. The matrix polymer can be made of a polyethylene terephthalate modified with sulfonated isocyanate. The film can be a conductive material selected from the group consisting of silver, gold, platinum, poly aniline, polypyrole, poly(3,4-ethylenedioxythiophene). The film can be a metal oxide film. The film can be a piezoelectric material film.
In accordance with another embodiment of the present invention. A method for manufacturing of hybrid nanostructured textile sensors comprising: feeding one or more polymers and a matrix polymer in molten form through respective extruders to a spinneret to produce fibers having filaments of the one or more polymers in the matrix polymer, the filaments having dimensions of from about 10 to about 100 nanometers; cutting the fibers to a length of from about 0.1 to about 1.5 mm to produce nanofibers;activating the cut nanofibers in a reactor; drying the activated nanofibers; applying an adhesive to a conductive fabric; depositing the activated nanofibers as vertically standing nanofibers, the depositing step including performing an electrostatic and/or pneumatic assisted deposition process using a. high strength electrostatic field of 2 kV/cm-10 kV/cm to electrostatically charge the activated nanofibers and deposit the electrostatically charged activated nanofibers as vertically standing nanofibers; curing the conductive fabric containing the vertically standing nanofibers; and electroless plating the vertically standing nanofibers, the electroless plating including dissolving the matrix polymer on the nanofiber surface to expose embedded nanostructures on the filaments, coating the nanofiber surface with a conductive material, and drying the conductive material to form a conductive film on the nanofibers, and annealing the conductive film coated nanofibers.
A nanostructured textile sensor is also provided. The nanostructured textile sensor includes freestanding nanofibers, the freestanding nanofibers being coated with a film. The film may be a metal oxide film. The film may be a piezoelectric material film. The film may also be a conductive material selected from the group consisting of silver, gold, platinum, polyaniline polypyrrole, poly(3,4-ethylenedioxythiophene).
Various embodiments are disclosed, by way of example only, with reference to the accompanying schematic drawings in which:
The present disclosure provides a novel textile based nanostructured sensors that can be fabricated by using specially designed high throughput processes that are compatible with existing textile manufacturing technology.
Nanostructured textile-based dry sensors and electrodes are better suited for long term monitoring and measurement of biopotential signals such as electrocardiography (ECG or EKG), electroencephalography (EEG), electrooculography (EOG), electromyography (EMG) and bioimpedance with very low baseline noise, because of their improved sensitivity and ability to perform adequately with the natural moisture level of skin. Such textile based electrodes can be seamlessly integrated into garments of daily use such as vests, brassieres, bed sheets, wrist band, head band, chest band, arm band, gloves, and socks. In combination with state of the art embedded wireless network devices that can communicate with smart phone, laptop or directly to a remote server through the mobile network (GSM, 4G LTE, GPRS), they can function as wireless nanosensor systems that are more intuitive to use.
Nanostructured textile based sensors have large sensor surface area, which results in low skin-electrode contact resistance. Thus, it helps in increasing the sensitivity of sensor electrodes. This has been shown through impedance analysis of nanostructured textile electrode in comparison with plain textile electrode and silver-silver chloride electrode as shown in
As shown in
As an extension of the ECG measurement use case, nanosensors can be used to measure ECG from the back. The nanosensors can be deployed in various configurations for applications such as the bedsheets as well as car seats for monitoring biopotential signals.
Similarly, EEG signal can be obtained by placing a nanosensor on one of the defined EEG measurement positions e.g. occipital lobe position O1/O2 and the reference location at the mastoid bone.
The main challenge is that nano-fibers by themselves cannot penetrate the meniscus of the adhesive on the substrate during a standard electrostatic deposition process (flocking). Also, such small structures are very difficult to handle during deposition and require a closed chamber or vacuum. To solve this problem, an innovative approach has been devised. Two/three component yarn, with polymer nanofibers embedded in a matrix of another polymer, can be used for textile fabrication followed by dissolving of the matrix polymer to expose the nanofibers. The fibers can be cut and flocked like normal micrometer scale (micro-denier) fibers and a subsequent dissolving step can release the nanofibers, resulting in vertically free standing nanostructures on the textile. Composite fibers are best suited because they can be flocked as micro-denier fibers and then bundled polymer nanofibers can be released by dissolving the matrix polymer.
A three-dimensional helical structure 1 can be achieved by extrusion of composite fiber, where the constituent fibers shrink at different rates upon crystallization. The shrink rate is governed by variation in molecular cross-linking of the polymers.
The composite fibers can be cut in to small length of 500 μm to 1.5 mm using a cryo-blade, cooled down to −20° C. to −40° C. to get clean cut with no sticky ends.
A variant of this combination is shown in
The free standing nanostructured fibers can be coated with film of conductive material such as silver, gold, platinum, polyaniline, polypyrrole, poly(3,4-ethylenedioxythiophene) to make them electroactive for applications such as but not limited to health monitoring EKG, EEG, EOG, EMG electrode application, touch sensors. They can be coated with metal oxide such as films for capacitive sensing application such as but not limited to respiration rate, air quality, gas sensing, and water quality. They can be coated with piezoelectric material film like polyvinylidene difluoride (PVDF) for application such as but not limited to motion sensing, acoustic transduction, noise dampening, impact sensing.
Synthetic long chain polymers such as Polyester, Nylon, Polypropylene, Polybutylene, Polylactic acid, Poly-acrylonitrile. Polycarbonate, Polyurethane, Polyolefin, Polyimide and Polyaramid can be melt blown or solution blown, or extruded and spun into fibers on spinneret. Exemplary spinnerets are described, for example, in U.S. Pat. Nos. 4,406,850, 5,162,074, and 5,851,562, the entire disclosures of which is incorporated herein by reference. The extrusion template for drawing out the fibers can be modified to obtain fibers with diameter in the order of nanometers (10-2000 nm). These processes can obtain fibers that are only as wide as the single layer crystal made of polymer chains. The conventional synthetic polymer fiber spinning technology can be improved to produce composite fiber. Spinneret design can be modified to make groups of nanometer scale holes in nano or mesoscaled shafts distributed within the injection nozzle of micro-denier yarn. The diameter and length of nanometer holes and nano or mesoscaled shafts can be varied depending on the melting temperature, glass transition temperature and molecular weight of the component polymers. This is done to achieve well-defined fractal architecture of two/three polymer components in a micro-denier yarn.
For the two/three component yarn, a multicomponent extruder fed spinning unit can be used where two/three extruders feed the required two/three polymers in molten form to a spinneret with a special configuration to provide the filaments of one or more polymers of 10-100 nanometer dimensions in a matrix of the other polymer forming a micro denier yarn. The yarn can be multi polymer component bundles consisting up to 1000-1500 entities dispersed in the matrix. The nanometer scale filaments can be formed by polymers such as Polyesters such as Polyethylene terephthalate(PET), Polyethylene naphthalate(PEN), Polymethylene terephathalate(PMT), Polybutylene terephthalate(PBT), Polyurethanes both polyester and polyether based, Polyurethanes with interpenetrating polymeric network (IPN) and semi-IPN structure, Polyamides such as Nylon 6, Nylon 6,6, Nylon 6,10, Polyolefins such as Polyethylene and Polypropylene, Polycarbonates, Polyacrylonitrile, Styrene copolymers. The matrix can be formed by polymers such as Polyethylene terephthalate modified with Sulfonated isocyanate, Polystyrene, Polyvinyl alcohol, Ethylene vinyl alcohol, Polyacryl amide, Poly Lactic acid.
The embedded nanometer size filament bundles in the encompassing polymer matric of the micro denier fiber are normally straight linear filaments. However these linear filaments can be converted into helical structure by using polymer components such as Polyesters such as Polyethylene terephthalate (PET), Polyethylene naphthalate (PEN), Polymethylene terephathalate (PMT), Polybutylene terephthalate (PBT), Polyurethanes with IPN and semi-IPN structure, Polyamides such as Nylon 6, Nylon 6,6, Nylon 6,10, Styrene copolymers as bi- and tri- component interpenetrating polymeric network (IPN) which are initially in form of helices by controlling the molecularly bonded hard segments such as poly-isocyanate and soft segments such as polyether based polyol of the polyurethane filaments. They can be converted into linear filaments and nanobundles during melt extrusion, by thermal and mechanical stress, through the spinneret to make the two/three component yarn. Subsequently, the filaments can be converted back to helical form by a thermal stimulus as required by the IPN, which are either embedded in the micro denier yarn or released as free standing nanostructures after dissolving the matrix polymer. The spinneret and the cooling zone can be modified for this helix based two/three component yarn.
For an ECG monitoring electrode, metallization of the structures can be done with silver by electroless plating method. The surfaces of such sensor electrodes have nanoscale and mesoscale free standing conductive structures. This contributes to increasing the effective surface area of the electrodes and high aspect ratio nano/mesoscale structures can overcome the obstruction due to rough skin surface and body hair. A good skin-electrode interface with these nanostructured sensor electrodes is instrumental in detection of electrophysiological signals emanating from brain and heart to the skin surface.
The fibers can be chemically treated to impart electrostatic charge, a.k.a. activation. This can be done by treating the fibers with water soluble alum of ammonium and aluminum salts. This is done for electrostatic activation of the fibers. The fibers can be sifted to remove long fibers. Thus, prepared fibers can be applied to a fabric such that they are free standing because of mutual repulsion.
Electroless plating electrically functionalizes the nanostructures by enmeshing/decorating them with conformal conductive thin film of silver. The electroless plating process uses self-nucleation of the silver nanoparticles directly on the surface of the nanofibers.
This is illustrated in
Referring to
The spinneret 703 is configured to have groups of nanometer scale holes in mesoscaled shafts with the injection nozzle.
Returning to spinneret 703, the arrangement of nanoscale holes can be designed to achieve different distributions of nanofilaments within the stock of the composite fiber 708. For example, as illustrated in
Similarly, as illustrated in
Referring to
The wound yarn 715 is then bundled in the form of tow 717 and then cut into composite fibers 719 having a length of about 500 μm to about 1.5 mm by a cryoblade 718. The cryoblade 718 cools the yarn down to −20° C. to −40° C. before cutting to get clean cut with no sticky ends.
The result is composite fibers 719 which are comprised of one polymer forming long fibers 709 in a matrix of the other polymer 710 which forms long fiber bundles 712 in a matrix of the third polymer fiber 713. A cross-section of such a fiber would, for example, show 10 to 100 nanometer fibers of one polymer 709 distributed in matrix of another polymer 710 which together form bundles 712 in matrix of the third polymer fiber 713, thus giving the impression of islands in sea. There may be 60 to 1500 of such bundles within polymer 713.
Fibers 708, 719, with fibers in a matrix of another fiber (
Referring again to
In step 400, a conductive fabric is provided, preferably as a sheet. For example, this can be performed at mounting station 10 of the press. In step 410, adhesive is applied to the conductive fabric, for example, at automatic adhesive printing station 20. The conductive fabric is moved from station to station on a moving platform driven by one or more motors of the press as is known in the art. In step 420, the activated fibers (from step 350) are applied to the adhesive coated conductive fabric in a deposition process (Activated fiber deposition (Flock) 420). Step 420 is preferably performed with stations 40 (flocking), 50 (flash curing), 70 (surface cooling), 80 (vacuum suction), and 90 (brushing) of
The nanosensor sheets can be functionalized with conductive film with the help of electroless plating by enmeshing/decorating the nanostructures with conformal conductive thin film of silver described in steps 500-620 of
In particular, at step 500, the flocked conductive nanosensor sheets with vertically standing fibers are provided to the electroless plating system 110, This can be achieved either automatically, for example, with an automated conveyor, or manually, for example, by hand. In any event the sheets are washed in deionized water (step 510) and then subjected to chemical treatment.
In this regard, in step 520, a matrix polymer etch is performed on the nanofiber surface (which is the surface of the composite nanofibers 7 which have been cut, activated, and deposited) to dissolve the matrix polymer and expose embedded nanostructures. The matrix polymer can be dissolved by dipping the nanosensor sheet(s) in a solvent bath (which is, for example, a part of the modular electroless plating apparatus). The embedded nanofibers, by design/chemistry, are immiscible in the solvent. After dissolution of the matrix polymer, the embedded nanofibers are exposed. The nanofiber surface is then cleaned. Vertically free standing nanofibers on textile substrate are achieved in this manner to achieve a textile based nanosensor. These nanosensors are now ready for coating of conductive or any other functional film as described in this application.
Then, in step 530, the nanofiber surface is primed for plating with a Sn2+ colloidal bath. The nanofiber surface is then dip coated with silver plating ink in step 540, and then the ink is dried (step 550) to form silver film on nanofibers in nitrogen environment in excess of 60° C. Then, in step 560, the silver film is annealed at a temperature in excess of 100° C. to improve attachment to the nanofiber surface. At this point in the process, conductive nanosensors have been produced (step 570). Then, in step 600, conformal coating of the nanosensor surface is performed with dielectric polymer film such as poly 4-vinyl phenol. Conformal coating may, for example, be performed with a 360° spray coating nozzle such as a BETE MicroWhirl nozzle. Then, in step 610, the film is cured in a convection oven, for example, in a convection oven with temperature control such as a VWR Gravity Convection oven.
The process flow shown in
In the preceding specification the invention has been described with reference to specific exemplary embodiments and examples thereof. It will, however, be evident that various modifications and changes may be made thereto without departing from the broader spirit and scope of the invention as set forth in the claims that follow. The specification and drawings are accordingly to be regarded in an illustrative manner rather than a restrictive sense.
The present application claims priority to U.S. Ser. No. 62/291,088 filed Feb. 4, 2016, U.S. Ser. No. 14/995,334, filed Jan. 14, 2016, and U.S. Ser. No. 62/104,686, filed Jan. 16, 2015, the entire disclosures of which are hereby incorporated by reference. The present disclosure relates generally to large scale manufacturing of textile sensors and specifically to hybrid nanostructured textile sensors.
Number | Name | Date | Kind |
---|---|---|---|
4367752 | Jimenez et al. | Jan 1983 | A |
5415748 | Emiliani | May 1995 | A |
5423956 | White | Jun 1995 | A |
5501229 | Sekler et al. | Mar 1996 | A |
5749365 | Magill | May 1998 | A |
5802607 | Triplette | Sep 1998 | A |
5853005 | Scanlon | Dec 1998 | A |
6047203 | Sackner et al. | Apr 2000 | A |
6662032 | Gavish et al. | Dec 2003 | B1 |
6687523 | Jayaramen et al. | Feb 2004 | B1 |
7136693 | Brodnick | Nov 2006 | B2 |
7319895 | Klefstad-Sillonville et al. | Jan 2008 | B2 |
7354877 | Rosenberger et al. | Apr 2008 | B2 |
7390760 | Chen et al. | Jul 2008 | B1 |
7559902 | Ting et al. | Jul 2009 | B2 |
7592276 | Hill | Sep 2009 | B2 |
7857777 | Larson et al. | Dec 2010 | B2 |
7862624 | Tran | Jan 2011 | B2 |
7871700 | Poulin et al. | Jan 2011 | B2 |
20050034485 | Klefstad-Sillonville et al. | Feb 2005 | A1 |
20060175581 | Douglas | Aug 2006 | A1 |
20060252999 | Devaul et al. | Nov 2006 | A1 |
20060282021 | Devaul et al. | Dec 2006 | A1 |
20070049842 | Hill et al. | Mar 2007 | A1 |
20070120297 | Weider | May 2007 | A1 |
20080083740 | Kaiserman | Apr 2008 | A1 |
20080139911 | Chandrasekaran et al. | Jun 2008 | A1 |
20080287769 | Kurzweil et al. | Nov 2008 | A1 |
20090024017 | Ruffini et al. | Jan 2009 | A1 |
20090088652 | Tremblay | Apr 2009 | A1 |
20090306485 | Bell | Dec 2009 | A1 |
20100068461 | Wallace | Mar 2010 | A1 |
20100185398 | Berns et al. | Jul 2010 | A1 |
20100198038 | Nagata | Aug 2010 | A1 |
20100273049 | Vidal et al. | Oct 2010 | A1 |
20100274100 | Bahar et al. | Oct 2010 | A1 |
20110004088 | Grossman | Jan 2011 | A1 |
20110260115 | Kim | Oct 2011 | A1 |
20130281795 | Varadan | Oct 2013 | A1 |
20130281815 | Varadan | Oct 2013 | A1 |
20160222539 | Varadan et al. | Aug 2016 | A1 |
20170354372 | Varadan | Dec 2017 | A1 |
Entry |
---|
Lao et al. “Hierarchical Oxide Nanostructures” J. Mater. Chem., 14, 770-773. Oct. 23, 2003. |
May 6, 2015 Office Action issued in the U.S. Appl. No. 13/829,898. |
Uberoi, et al., Interpretation of the Electrocardiogram of Young Athletes, Circulation, 124: 746-757 (2011). |
Nov. 13, 2014 Office Action issued in U.S. Appl. No. 13/829,898. |
American Heart Association, “Heart Rate Variability: Standards of Measurement, Physiological Interpretation, and Clinical Use” Circulation. 1996; 93: 1043-1065. |
Dekker et al., “Heart Rate Variability from Short Electrocardiographic Recordings predicts Mortality from All Causes in Middle-Aged and Elderly Men” American Journal of Epidemiology, vol. 145, No. 10, 1997, 899-908, http:aje.oxfordjournals.org/accessed on Oct. 25, 2012. |
Huei et al., “Develop an efficient Electrode to detect ECG signal” download from the internet prior to Aug. 19, 2011. |
Hulley et al., “Randomized Trial of Estrogen Plus Progestin for Secondary Prevention of Coronary Heart Disease in Postmenopausal Women” Estrogen Plus Progestin and CHD, JAMA Aug. 19, 1998—vol. 280, No. 7 (9 pages). |
Indiareport, “Now a vest that tracks medical condition” dated Oct. 12, 2011, http://www.indiareport.com/news-details/print_news.php?id=11 . . . accessed Oct. 13, 2011 (1 page). |
Jahrsdoerfer et al., “Clinical Usefulness of the EASI 12-Lead Continuous Electrocardiographic Monitoring System” CritCare Nurse 2005; 25:28-37, cnn.aacnjournals.org, accessed on Oct. 25, 2012. |
Kleber, “ST-segment elevation in the electrocardiogram: a sign of myocardialischemia” Cardiovascular Research 45 (2000) 111-118. |
Leicht et al., “Heart rate variability and endogenous sex hormones during the menstrual cycle in young women” Experimental Physiology, Manuscript received Nov. 28, 2002, ep.physoc.org, accessed Oct. 25, 2012 (6 pages). |
Leonarduzzi et al., “Wavelet Leader Based Multifractal Analysis of heart Rate Variability during Myocardial Ischemia” 32nd Annual International Conference of the IEEE EMBS Buenos Aires, Argentina, Aug. 31-Sep. 4, 2010 (4 pages). |
Llyod-Jones et al., “Heart Disease and Stroke Statistics 2010 Update, a Report from the American Heart Association” Circulation, http//circ.ahajournals.org/accessed on Oct. 25, 2012. |
Narayan., “T-Wave Alternans and the Susceptibility to Ventricular Arrhythmias” Journal of the American College of Cardiology , vol. 47, No. 2, 2006, 269-281. |
Nussmeier “The female perspective: Gender in cardiothoracic surgery” The Journal of Thoracic and Cardiovascular Surgery, Sep. 2003, 126: 618-9. |
Pan et al., “A Real-Time QRS Detection Algorithm” IEEE Transactions on Biomedical Engineering, 328. |
Rudinac et al., “Fractal and Multifractal Analysis of heart Rate Variability ” Telsiks, Sep. 26-28, 2007, 325-328. |
Scanlon, “Acoustic Sensor Pad for Physiology Monitoring” Proceedings—19th International Conference—IEEE/EMBS Oct. 30-Nov. 2, 1997 (4 pages). |
Tabibiazar et al., “Silent Ischemia in People with Diabetes: A Condition That Must Be Heard” Clincal Diabetes, vol. 21, No. 1, 2003 (5pages). |
Varadan et al. “e-bra with Nanosensors for Real Time Cardiac Health Monitoring and Smartphone Communication” journal of Nanotechnology in Engineering and Medicine, May 1, 2011, vol. 2 (7 pages). |
Varadan et al. “e-Nanoflex Sensor System: Smartphone-Based Roaming Health Monitor” Journal of Nanotechnology in Engineering and Medicine Feb. 1, 2010, vol. 2 (11 pages). |
Varadan, “Wireless Point-of-Care Diagnosis for Sleep Disorder With Dry Nanowire Electrodes” Journal of Nanotechnology in Engineering and Medicine Aug. 2010, vol. 1 (11 pages). |
Varadan, “Am EKG in your Underwear. Nanostructured sensors, smartphones, and cloud computing promise a new platform everyday medical morning.” Mechanical Engineering Magazine, http://memagazine.asme.org/Articles/2011/October/EKG_Underwear.cfm? PrintPage=yes, accessed Oct. 14, 2011 (5pages). |
Zhang et al. “Pulse Transit-Time based Blood pressure Estimation Using Hilbert-Huang Transform” 31st Annual International Conference of the IEEE EMBS Minneapolis, Minnesota, USA, Sep. 2-6, 2009 (4pages). |
Vijay K. Varadan; Prashanth S. Kumar; Sechang Oh; Gyanesh N. Mathur; Pratyush Rai; Lauren Kegley; E-bra with nanosensors, smart electronics and smart phone communication network for heart rate monitoring. Proc. SPIE 7980, Nanosensors Biosensors, and Info-Tech Sensors and Systems 2011, 79800S (Apr. 13, 2011); doi:10.1117/12.885649. |
Growth of highly oriented carbon nanotubes by plasma-enhanced hot filament chemical vapor deposition Huang, Z. P. and Xu, J. W. and Ren, Z.F. and Wang, J. H. and Seigal, M. P. and Provencio, P. N., Applied Physics Letters, 73, 3845-3847 (1998), DOI:http://dx.doi.org/10.1063/1. 122912. |
Bordjiba, Mohamed Mohamedi1 and Le H Dao. Binderless carbon nanotube/carbon fibre composites for electrochemical micropower sources. nanotechnology, vol. 18, No. 3 Published Jan. 3, 2007. |
Jun. 10, 2015 Office Action issued in U.S. Appl. No. 13/449,755. |
Kong et al., “Spontaneous Polarization-Induced Nanohelixes, Nanosprings, and Nanorings of Peizoelectric Nanobelts” Nano Lett. vol. 3, 12 1625-1631 (2003). |
Nov. 13, 2014 Office Action issued in U.S. Appl. No. 13/449,755. |
Zhou, Zhengping and Wu, Xiang-Fa and Fong, Hao. Electrospun carbon nanofibers surface-grafted with vapor-grown carbon nanotubes as hierarchical electrodes for supercapacitors, Applied Physics Letters, 100, 023115 (2012). |
U.S. Appl. No. 13/499,755 dated Feb. 6, 2014 (3 pages). |
U.S. Appl. No. 13/449,755 dated Jul. 2, 2014 (18 pages). |
Pan et al., “A Real-Time QRS Detection Algorithm” IEEE Transactions on Biomedical Engineering, vol. BME-32. No. 3 Mar. 1985, 230-236. |
U.S. Appl. No. 13/449,755 dated Jul. 3, 2013 (19 pages). |
Yan et al. (Helical Polyaniline Nanofibers Induced by Chiral Dopants by a Polymerization Process. Advanced Mateirals. 2007, 19, 3353-3357). |
Kim et al. (Fabrication of carbon nanofiber, Cu Composite powder by electroless plating and microstructural evolution during thermal exposure, Scripta Materialia, vol. 52, Issue 10, May 2005, pp. 1045-1049). |
Park et al. (Growth and high current field emission of carbon nanofiber films with electroplated Ni catalyst, Diamond and Related Materials, vol. 14, issues 11-12, Nov.-Dec. 2005, pp. 2094-2098). |
McGary et al. (Magnetic nanowires for acoustic sensors, J. Appl. Phys. 99, 088310 (2006). |
United Sates Patent and Trademark Office Final Rejection for U.S. Appl. No. 13/499,755 dated Dec. 27, 2013 (18 pages). |
Number | Date | Country | |
---|---|---|---|
20170226643 A1 | Aug 2017 | US | |
20180080126 A9 | Mar 2018 | US |
Number | Date | Country | |
---|---|---|---|
62291088 | Feb 2016 | US | |
62104686 | Jan 2015 | US |
Number | Date | Country | |
---|---|---|---|
Parent | 14995334 | Jan 2016 | US |
Child | 15425302 | US |