Textile triboelectric nanogenerators for self-powered biomonitoring

Biomonitoring has played an increasingly important role in improving the quality of healthcare in recent years, but limitations in power supply and wearability, as well as the rise of the Internet of Things (IoT) have called for the development of a new type of device to provide biomonitoring on a daily basis. While the introduction of triboelectric nanogenerators (TENGs) has begun to solve these issues by providing sustainably powered biomonitoring, textile-based TENGs (tTENGs) take a more pervasive approach by integrating this technology into commonly worn textiles. tTENGs are particularly unique as they offer an inexpensive alternative for biomonitoring; the high breathability, comfort, and scalability inherent to tTENGs' woven structures have made them increasingly convenient for human application. This review begins by highlighting novel material configurations of tTENGs and their advantages for biomonitoring. We then discuss various wearable tTENG devices that have been adapted for constant cardiovascular and respiratory monitoring, pertinent to those suffering from diseases in these organ systems. Transitioning into the biomechanical aspect of the human body, we explore tTENG configurations integrated for upper body and gait motion sensing. At the same time, with many people suffering from sleep disorders, we examine tTENGs that monitor the quality of sleep of an individual. Lastly, on a more molecular level, we examine the application of tTENGs for monitoring biochemical fluctuations, such as sweat. Finally, we discuss the future research directions for the field, in particular regarding personalized healthcare propelled by tTENGs.

[1]  Zhong Lin Wang Triboelectric nanogenerators as new energy technology for self-powered systems and as active mechanical and chemical sensors. , 2013, ACS nano.

[2]  Myeong-Lok Seol,et al.  High-performance nanopattern triboelectric generator by block copolymer lithography , 2015 .

[3]  G. Jean-Louis,et al.  Sleep detection with an accelerometer actigraph: comparisons with polysomnography , 2001, Physiology & Behavior.

[4]  Guillermo C Bazan,et al.  "Plastic" solar cells: self-assembly of bulk heterojunction nanomaterials by spontaneous phase separation. , 2009, Accounts of chemical research.

[5]  Hassan Askari,et al.  Nanogenerators for smart cities in the era of 5G and Internet of Things , 2021 .

[6]  Daewon Kim,et al.  Direct-laser-patterned friction layer for the output enhancement of a triboelectric nanogenerator , 2017 .

[7]  Shelley D Minteer,et al.  Contact lens biofuel cell tested in a synthetic tear solution. , 2015, Biosensors & bioelectronics.

[8]  Cheng Xu,et al.  3D Orthogonal Woven Triboelectric Nanogenerator for Effective Biomechanical Energy Harvesting and as Self‐Powered Active Motion Sensors , 2017, Advanced materials.

[9]  Yang Shen,et al.  Achieving high capacity in bulk-type solid-state lithium ion battery based on Li 6.75 La 3 Zr 1.75 Ta 0.25 O 12 electrolyte: Interfacial resistance , 2016 .

[10]  Silvia Conforto,et al.  Nanogenerators for Human Body Energy Harvesting. , 2017, Trends in biotechnology.

[11]  Xue Wang,et al.  Traditional weaving craft for one-piece self-charging power textile for wearable electronics , 2018 .

[12]  Zhongqiu Wang,et al.  Auxetic Foam‐Based Contact‐Mode Triboelectric Nanogenerator with Highly Sensitive Self‐Powered Strain Sensing Capabilities to Monitor Human Body Movement , 2017 .

[13]  Wei-min Liu,et al.  High output polypropylene nanowire array triboelectric nanogenerator through surface structural control and chemical modification , 2016 .

[14]  Tao Jiang,et al.  Flexible and durable wood-based triboelectric nanogenerators for self-powered sensing in athletic big data analytics , 2019, Nature Communications.

[15]  Jennifer L Martin,et al.  Wrist actigraphy. , 2011, Chest.

[16]  J. Carrier,et al.  Wake detection capacity of actigraphy during sleep. , 2007, Sleep.

[17]  Ruping Liu,et al.  Photothermally tunable biodegradation of implantable triboelectric nanogenerators for tissue repairing , 2018, Nano Energy.

[18]  Bin Ding,et al.  Hierarchically rough structured and self-powered pressure sensor textile for motion sensing and pulse monitoring. , 2019, ACS applied materials & interfaces.

[19]  Joseph Wang,et al.  Epidermal tattoo potentiometric sodium sensors with wireless signal transduction for continuous non-invasive sweat monitoring. , 2014, Biosensors & bioelectronics.

[20]  Qiongfeng Shi,et al.  Deep learning-enabled triboelectric smart socks for IoT-based gait analysis and VR applications , 2020, npj Flexible Electronics.

[21]  Qinghua Zhang,et al.  Fabric texture design for boosting the performance of a knitted washable textile triboelectric nanogenerator as wearable power , 2019, Nano Energy.

[22]  Shurong Dong,et al.  Switchable textile-triboelectric nanogenerators (S-TENGs) for continuous profile sensing application without environmental interferences , 2020 .

[23]  Luciane L. de Souza,et al.  Further validation of actigraphy for sleep studies. , 2003, Sleep.

[24]  Chang Kyu Jeong,et al.  Highly‐Efficient, Flexible Piezoelectric PZT Thin Film Nanogenerator on Plastic Substrates , 2014, Advanced materials.

[25]  John A Rogers,et al.  Stretchable semiconductor technologies with high areal coverages and strain-limiting behavior: demonstration in high-efficiency dual-junction GaInP/GaAs photovoltaics. , 2012, Small.

[26]  Dong Jun Lee,et al.  Transparent and Stretchable Interactive Human Machine Interface Based on Patterned Graphene Heterostructures , 2015 .

[27]  L. Dascalescu,et al.  Influence of surface roughness on the tribo-electric process for a sliding contact between polymeric plate materials , 2017 .

[28]  Aurelia Chi Wang,et al.  On the origin of contact-electrification , 2019, Materials Today.

[29]  M R Shorten,et al.  The energetics of running and running shoes. , 1993, Journal of biomechanics.

[30]  Javier Rodríguez,et al.  Nanotechnology: A Tool for Improved Performance on Electrochemical Screen-Printed (Bio)Sensors , 2009, J. Sensors.

[31]  Trisha L. Andrew,et al.  All‐Textile Triboelectric Generator Compatible with Traditional Textile Process , 2016 .

[32]  Zhong Lin Wang,et al.  Woven structured triboelectric nanogenerator for wearable devices. , 2014, ACS applied materials & interfaces.

[33]  F. Huang,et al.  Recent advances in water/alcohol-soluble π-conjugated materials: new materials and growing applications in solar cells. , 2013, Chemical Society reviews.

[34]  Zhong Lin Wang,et al.  Waterproof Fabric‐Based Multifunctional Triboelectric Nanogenerator for Universally Harvesting Energy from Raindrops, Wind, and Human Motions and as Self‐Powered Sensors , 2019, Advanced science.

[35]  Wei Wang,et al.  Flexible Textile‐Based Self‐Driven Sensor Used for Human Motion Monitoring , 2020 .

[36]  Zhiyong Cai,et al.  Chemically Functionalized Natural Cellulose Materials for Effective Triboelectric Nanogenerator Development , 2017 .

[37]  John A. Rogers,et al.  Recent progress in flexible and stretchable piezoelectric devices for mechanical energy harvesting, sensing and actuation , 2016 .

[38]  Zhong Lin Wang,et al.  Single-electrode-based rotationary triboelectric nanogenerator and its applications as self-powered contact area and eccentric angle sensors , 2015 .

[39]  Weiguo Hu,et al.  Wearable Self‐Charging Power Textile Based on Flexible Yarn Supercapacitors and Fabric Nanogenerators , 2016, Advanced materials.

[40]  Lu Yin,et al.  Stretchable and Flexible Buckypaper‐Based Lactate Biofuel Cell for Wearable Electronics , 2019, Advanced Functional Materials.

[41]  A. Campbell,et al.  Home set‐up polysomnography in the assessment of suspected obstructive sleep apnea , 2011, Journal of sleep research.

[42]  Long Lin,et al.  Theory of Sliding‐Mode Triboelectric Nanogenerators , 2013, Advanced materials.

[43]  Validating actigraphy as a measure of sleep for preschool children. , 2013, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[44]  Chenchen Sun,et al.  Sign-to-speech translation using machine-learning-assisted stretchable sensor arrays , 2020, Nature Electronics.

[45]  Wen Liu,et al.  A transparent single-friction-surface triboelectric generator and self-powered touch sensor , 2013 .

[46]  Yang Shen,et al.  Addressing the Interface Issues in All-Solid-State Bulk-Type Lithium Ion Battery via an All-Composite Approach. , 2017, ACS applied materials & interfaces.

[47]  J. Solet,et al.  Measuring sleep: accuracy, sensitivity, and specificity of wrist actigraphy compared to polysomnography. , 2013, Sleep.

[48]  Daniel C Leslie,et al.  Rapid Coating Process Generates Omniphobic Dentures in Minutes to Reduce C. albicans Biofouling. , 2018, ACS biomaterials science & engineering.

[49]  Mengdi Han,et al.  Single-Step Fluorocarbon Plasma Treatment-Induced Wrinkle Structure for High-Performance Triboelectric Nanogenerator. , 2016, Small.

[50]  Evgeny Katz,et al.  From “cyborg” lobsters to a pacemaker powered by implantable biofuel cells , 2013 .

[51]  Jiangxue Wang,et al.  Implantable Self-Powered Low-Level Laser Cure System for Mouse Embryonic Osteoblasts' Proliferation and Differentiation. , 2015, ACS nano.

[52]  Amir Akramin Shafie,et al.  GAIT ANALYSIS: SYSTEMS, TECHNOLOGIES, AND IMPORTANCE , 2016 .

[53]  Caofeng Pan,et al.  Triboelectric-generator-driven pulse electrodeposition for micropatterning. , 2012, Nano letters.

[54]  Jea-Gun Park,et al.  Triboelectric energy harvester based on wearable textile platforms employing various surface morphologies , 2015 .

[55]  J. Windmiller,et al.  Electrochemical tattoo biosensors for real-time noninvasive lactate monitoring in human perspiration. , 2013, Analytical chemistry.

[56]  Zhong Lin Wang,et al.  Noncontact free-rotating disk triboelectric nanogenerator as a sustainable energy harvester and self-powered mechanical sensor. , 2014, ACS applied materials & interfaces.

[57]  G. Konstantatos,et al.  Solution-processed solar cells based on environmentally friendly AgBiS2 nanocrystals , 2016, Nature Photonics.

[58]  D. Choi,et al.  Surface modification of triboelectric materials by neutral beams , 2019, Journal of Materials Chemistry A.

[59]  Nae-Eung Lee,et al.  Transparent Stretchable Self-Powered Patchable Sensor Platform with Ultrasensitive Recognition of Human Activities. , 2015, ACS nano.

[60]  Nannan Zhang,et al.  Micro-cable structured textile for simultaneously harvesting solar and mechanical energy , 2016, Nature Energy.

[61]  Kyung-Sup Kwak,et al.  The Internet of Things for Health Care: A Comprehensive Survey , 2015, IEEE Access.

[62]  Zhong Lin Wang,et al.  Transparent triboelectric nanogenerators and self-powered pressure sensors based on micropatterned plastic films. , 2012, Nano letters.

[63]  Yannan Xie,et al.  Case-encapsulated triboelectric nanogenerator for harvesting energy from reciprocating sliding motion. , 2014, ACS nano.

[64]  Jun Chen,et al.  Textile Triboelectric Nanogenerators for Wearable Pulse Wave Monitoring. , 2021, Trends in biotechnology.

[65]  Xiao Liang,et al.  Multistaged discharge constructing heterostructure with enhanced solid-solution behavior for long-life lithium-oxygen batteries , 2019, Nature Communications.

[66]  Sang-Gook Kim,et al.  Extremely Elastic Wearable Carbon Nanotube Fiber Strain Sensor for Monitoring of Human Motion. , 2015, ACS nano.

[67]  Angus I. Kingon,et al.  Piezoelectric poly(vinylidene fluoride trifluoroethylene) thin film-based power generators using paper substrates for wearable device applications , 2015 .

[68]  G. Jean-Louis,et al.  Sleep estimation from wrist movement quantified by different actigraphic modalities , 2001, Journal of Neuroscience Methods.

[69]  Sihong Wang,et al.  Freestanding Triboelectric‐Layer‐Based Nanogenerators for Harvesting Energy from a Moving Object or Human Motion in Contact and Non‐contact Modes , 2014, Advanced materials.

[70]  Zhong Lin Wang,et al.  A Safe High-Performance All-Solid-State Lithium-Vanadium Battery with a Freestanding V2O5 Nanowire Composite Paper Cathode. , 2016, ACS applied materials & interfaces.

[71]  Donghan Kim,et al.  Sodium‐Ion Batteries , 2013 .

[72]  Jun Chen,et al.  An ultrarobust high-performance triboelectric nanogenerator based on charge replenishment. , 2015, ACS nano.

[73]  Caofeng Pan,et al.  Significant Enhancement of Triboelectric Charge Density by Fluorinated Surface Modification in Nanoscale for Converting Mechanical Energy , 2015 .

[74]  Zhong Lin Wang,et al.  An aeroelastic flutter based triboelectric nanogenerator as a self-powered active wind speed sensor in harsh environment , 2017 .

[75]  Kyung‐Eun Byun,et al.  Control of Triboelectrification by Engineering Surface Dipole and Surface Electronic State. , 2016, ACS applied materials & interfaces.

[76]  Mengdi Han,et al.  Single-friction-surface triboelectric generator with human body conduit , 2014 .

[77]  Tao Jiang,et al.  Structural Optimization of Triboelectric Nanogenerator for Harvesting Water Wave Energy. , 2015, ACS nano.

[78]  Peiyi Song,et al.  A Self‐Powered Implantable Drug‐Delivery System Using Biokinetic Energy , 2017, Advanced materials.

[79]  Caofeng Pan,et al.  Ultra-stretchable triboelectric nanogenerator as high-sensitive and self-powered electronic skins for energy harvesting and tactile sensing , 2020 .

[80]  Jongbaeg Kim,et al.  All-textile wearable triboelectric nanogenerator using pile-embroidered fibers for enhancing output power , 2020, Smart Materials and Structures.

[81]  I. Colrain,et al.  The Sleep of the Ring: Comparison of the ŌURA Sleep Tracker Against Polysomnography , 2019, Behavioral sleep medicine.

[82]  Weidong Yu,et al.  Direct Current Fabric Triboelectric Nanogenerator for Bio-Motion Energy Harvesting. , 2020, ACS nano.

[83]  Zhong Lin Wang,et al.  Triboelectric active sensor array for self-powered static and dynamic pressure detection and tactile imaging. , 2013, ACS nano.

[84]  Zhiyong Cai,et al.  Triboelectric nanogenerators and power-boards from cellulose nanofibrils and recycled materials , 2016 .

[85]  Zhong Lin Wang,et al.  Single-electrode-based sliding triboelectric nanogenerator for self-powered displacement vector sensor system. , 2013, ACS nano.

[86]  Jun Chen,et al.  Advances in triboelectric nanogenerators for biomedical sensing. , 2020, Biosensors & bioelectronics.

[87]  Yingying Yin,et al.  Wearable and Stretchable Triboelectric Nanogenerator Based on Crumpled Nanofibrous Membranes. , 2019, ACS applied materials & interfaces.

[88]  Zhong Lin Wang,et al.  Triboelectric nanogenerator built inside shoe insole for harvesting walking energy , 2013 .

[89]  Zhiyong Fan,et al.  A calibration-free self-powered sensor for vital sign monitoring and finger tap communication based on wearable triboelectric nanogenerator , 2019, Nano Energy.

[90]  Minjeong Ha,et al.  Triboelectric generators and sensors for self-powered wearable electronics. , 2015, ACS nano.

[91]  Zhong Lin Wang,et al.  Flexible Weaving Constructed Self‐Powered Pressure Sensor Enabling Continuous Diagnosis of Cardiovascular Disease and Measurement of Cuffless Blood Pressure , 2018, Advanced Functional Materials.

[92]  Yanlin Song,et al.  All-printed 3D hierarchically structured cellulose aerogel based triboelectric nanogenerator for multi-functional sensors , 2019, Nano Energy.

[93]  Yei Hwan Jung,et al.  Stretchable silicon nanoribbon electronics for skin prosthesis , 2014, Nature Communications.

[94]  Jun Chen,et al.  Cylindrical rotating triboelectric nanogenerator. , 2013, ACS nano.

[95]  Xue Wang,et al.  A Wireless Textile-Based Sensor System for Self-Powered Personalized Health Care , 2020 .

[96]  Xiaoping Song,et al.  Arc characteristics and microstructure evolution of W–Cu contacts during the vacuum breakdown , 2014 .

[97]  S. Evoy,et al.  A review of piezoelectric polymers as functional materials for electromechanical transducers , 2014 .

[98]  Ardo Nashalian,et al.  Leveraging triboelectric nanogenerators for bioengineering , 2021 .

[99]  Zhong Lin Wang,et al.  Fiber/Fabric‐Based Piezoelectric and Triboelectric Nanogenerators for Flexible/Stretchable and Wearable Electronics and Artificial Intelligence , 2019, Advanced materials.

[100]  Bo Wang,et al.  Cloth-Based Power Shirt for Wearable Energy Harvesting and Clothes Ornamentation. , 2015, ACS applied materials & interfaces.

[101]  Changsoon Choi,et al.  Twistable and Stretchable Sandwich Structured Fiber for Wearable Sensors and Supercapacitors. , 2016, Nano letters.

[102]  Debkalpa Goswami,et al.  Waterproof, Breathable, and Antibacterial Self‐Powered e‐Textiles Based on Omniphobic Triboelectric Nanogenerators , 2019, Advanced Functional Materials.

[103]  Jan Andrysek,et al.  Two-dimensional video gait analysis: A systematic review of reliability, validity, and best practice considerations , 2020, Prosthetics and orthotics international.

[104]  Hyun Suk Jung,et al.  Highly efficient and bending durable perovskite solar cells: toward a wearable power source , 2015 .

[105]  Jing Lin,et al.  Gold nanorods-based theranostics for simultaneous fluorescence/two-photon luminescence imaging and synergistic phototherapies , 2016 .

[106]  Woo Jin Hyun,et al.  Highly stretchable and wearable graphene strain sensors with controllable sensitivity for human motion monitoring. , 2015, ACS applied materials & interfaces.

[107]  Zhong Lin Wang,et al.  Manipulating the triboelectric surface charge density of polymers by low-energy helium ion irradiation/implantation , 2020 .

[108]  Zhi Zhang,et al.  Facile Method and Novel Dielectric Material Using a Nanoparticle-Doped Thermoplastic Elastomer Composite Fabric for Triboelectric Nanogenerator Applications. , 2018, ACS applied materials & interfaces.

[109]  Jun Chen,et al.  Single-layered ultra-soft washable smart textiles for all-around ballistocardiograph, respiration, and posture monitoring during sleep. , 2020, Biosensors & bioelectronics.

[110]  Xiaolong Wang,et al.  Stretchable Conductors with Ultrahigh Tensile Strain and Stable Metallic Conductance Enabled by Prestrained Polyelectrolyte Nanoplatforms , 2011, Advanced materials.

[111]  D. McManus,et al.  Wearing Your Heart on Your Sleeve: the Future of Cardiac Rhythm Monitoring , 2019, Current Cardiology Reports.

[112]  Yang Zou,et al.  Symbiotic cardiac pacemaker , 2019, Nature Communications.

[113]  M. Lentz,et al.  Polysomnography and actigraphy concordance in juvenile idiopathic arthritis, asthma and healthy children , 2012, Journal of sleep research.

[114]  S. Quan,et al.  Rules for scoring respiratory events in sleep: update of the 2007 AASM Manual for the Scoring of Sleep and Associated Events. Deliberations of the Sleep Apnea Definitions Task Force of the American Academy of Sleep Medicine. , 2012, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[115]  Lu Zhang,et al.  Enhancing the performance of textile triboelectric nanogenerator with oblique microrod array for wearable energy harvesting. , 2019, ACS applied materials & interfaces.

[116]  Kaushik Parida,et al.  Skin-touch-actuated textile-based triboelectric nanogenerator with black phosphorus for durable biomechanical energy harvesting , 2018, Nature Communications.

[117]  Ji Hoon Kim,et al.  Reverse‐Micelle‐Induced Porous Pressure‐Sensitive Rubber for Wearable Human–Machine Interfaces , 2014, Advanced materials.

[118]  Ja Hoon Koo,et al.  Conductive Fiber‐Based Ultrasensitive Textile Pressure Sensor for Wearable Electronics , 2015, Advanced materials.

[119]  Roselien Buys,et al.  Accuracy of Apple Watch Measurements for Heart Rate and Energy Expenditure in Patients With Cardiovascular Disease: Cross-Sectional Study , 2019, JMIR mHealth and uHealth.

[120]  Matsuhiko Nishizawa,et al.  Organic Transdermal Iontophoresis Patch with Built‐in Biofuel Cell , 2015, Advanced healthcare materials.

[121]  Steffi L. Colyer,et al.  A Review of the Evolution of Vision-Based Motion Analysis and the Integration of Advanced Computer Vision Methods Towards Developing a Markerless System , 2018, Sports Medicine - Open.

[122]  Jianjun Luo,et al.  Highly transparent and flexible triboelectric nanogenerators: performance improvements and fundamental mechanisms , 2014 .

[123]  Xiaoyang Guan,et al.  Breathable, washable and wearable woven-structured triboelectric nanogenerators utilizing electrospun nanofibers for biomechanical energy harvesting and self-powered sensing , 2021 .

[124]  Dhruv R. Seshadri,et al.  Wearable sensors for monitoring the physiological and biochemical profile of the athlete , 2019, npj Digital Medicine.

[125]  W. Cai,et al.  Effective Wound Healing Enabled by Discrete Alternative Electric Fields from Wearable Nanogenerators , 2018, ACS nano.

[126]  Yang Wang,et al.  Triboelectric nanogenerators as flexible power sources , 2017, npj Flexible Electronics.

[127]  Haixia Zhang,et al.  Controlled fabrication of nanoscale wrinkle structure by fluorocarbon plasma for highly transparent triboelectric nanogenerator , 2017, Microsystems & Nanoengineering.

[128]  Alberto Libanori,et al.  Wearable Triboelectric Nanogenerators for Therapeutics , 2021 .

[129]  Ming‐bo Yang,et al.  Facile method to enhance output performance of bacterial cellulose nanofiber based triboelectric nanogenerator by controlling micro-nano structure and dielectric constant , 2019, Nano Energy.

[130]  Mikhail Zymbler,et al.  Internet of Things is a revolutionary approach for future technology enhancement: a review , 2019, Journal of Big Data.

[131]  Ranran Wang,et al.  Stretchable electronic skin based on silver nanowire composite fiber electrodes for sensing pressure, proximity, and multidirectional strain. , 2017, Nanoscale.

[132]  Basile F. E. Curchod,et al.  Dye-sensitized solar cells with 13% efficiency achieved through the molecular engineering of porphyrin sensitizers. , 2014, Nature chemistry.

[133]  Ronghui Wu,et al.  Continuous and Scalable Manufacture of Hybridized Nano-Micro Triboelectric Yarns for Energy Harvesting and Signal Sensing. , 2020, ACS nano.

[134]  Xiaofeng Zhou,et al.  Toward large-scale fabrication of triboelectric nanogenerator (TENG) with silk-fibroin patches film via spray-coating process , 2017 .

[135]  Robert Wang,et al.  Accuracy of wearable heart rate monitors in cardiac rehabilitation. , 2019, Cardiovascular diagnosis and therapy.

[136]  Sergei Tretiak,et al.  High-efficiency two-dimensional Ruddlesden–Popper perovskite solar cells , 2016, Nature.

[137]  S. Eichhorn,et al.  High Modulus Regenerated Cellulose Fibers Spun from a Low Molecular Weight Microcrystalline Cellulose Solution , 2016 .

[138]  Yong Qin,et al.  Wearable Triboelectric Generator for Powering the Portable Electronic Devices. , 2015, ACS applied materials & interfaces.

[139]  Zhaoling Li,et al.  Highly Wearable, Breathable and Washable Sensing Textile for Human Motion and Pulse Monitoring. , 2020, ACS applied materials & interfaces.

[140]  Bin Ding,et al.  All‐Fiber Structured Electronic Skin with High Elasticity and Breathability , 2019, Advanced Functional Materials.

[141]  He Yan,et al.  Aggregation and morphology control enables multiple cases of high-efficiency polymer solar cells , 2014, Nature Communications.

[142]  J. Winkelman,et al.  Cognitive Behavioral Therapy Using a Mobile Application Synchronizable With Wearable Devices for Insomnia Treatment: A Pilot Study. , 2017, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[143]  Xiaonan Wen,et al.  Fully Enclosed Triboelectric Nanogenerators for Applications in Water and Harsh Environments , 2013 .

[144]  Shengxi Zhou,et al.  High-Performance Piezoelectric Energy Harvesters and Their Applications , 2018 .

[145]  Qingwen Li,et al.  Wearable Double‐Twisted Fibrous Perovskite Solar Cell , 2015, Advanced materials.

[146]  Johann F. Osma,et al.  The future point-of-care detection of disease and its data capture and handling , 2016, Analytical and Bioanalytical Chemistry.

[147]  Sonia Ancoli-Israel,et al.  Comparison of sleep parameters from actigraphy and polysomnography in older women: the SOF study. , 2008, Sleep.

[148]  Yubo Fan,et al.  Emerging Implantable Energy Harvesters and Self-Powered Implantable Medical Electronics. , 2020, ACS nano.

[149]  Il-Kwon Oh,et al.  Silk Nanofiber‐Networked Bio‐Triboelectric Generator: Silk Bio‐TEG , 2016 .

[150]  H. Nagaraja,et al.  How accurately does wrist actigraphy identify the states of sleep and wakefulness? , 2001, Sleep.

[151]  Z. Liu,et al.  “Genetically Engineered” Biofunctional Triboelectric Nanogenerators Using Recombinant Spider Silk , 2018, Advanced materials.

[152]  Tao Jiang,et al.  Spring-assisted triboelectric nanogenerator for efficiently harvesting water wave energy , 2017 .

[153]  John A Rogers,et al.  Stretchable, Curvilinear Electronics Based on Inorganic Materials , 2010, Advanced materials.

[154]  Peter A Deutsch,et al.  Cost-effectiveness of split-night polysomnography and home studies in the evaluation of obstructive sleep apnea syndrome. , 2006, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[155]  X. Gong,et al.  A smart Kevlar-based triboelectric nanogenerator with enhanced anti-impact and self-powered sensing properties , 2020, Smart Materials and Structures.

[156]  Puchuan Tan,et al.  Highly Efficient In Vivo Cancer Therapy by an Implantable Magnet Triboelectric Nanogenerator , 2019, Advanced Functional Materials.

[157]  Tae Yun Kim,et al.  Nanopatterned textile-based wearable triboelectric nanogenerator. , 2015, ACS nano.

[158]  Kiril Hristovski,et al.  Potential Environmental Impacts and Antimicrobial Efficacy of Silver- and Nanosilver-Containing Textiles. , 2016, Environmental science & technology.

[159]  Reinhard Schwödiauer,et al.  Flexible high power-per-weight perovskite solar cells with chromium oxide-metal contacts for improved stability in air. , 2015, Nature Materials.

[160]  H. Huikuri,et al.  Electrocardiographic patch devices and contemporary wireless cardiac monitoring , 2015, Front. Physiol..

[161]  Kwang-Seok Yun,et al.  Piezoelectric shell structures as wearable energy harvesters for effective power generation at low-frequency movement , 2012 .

[162]  Peter M. Rothwell,et al.  Heart Rhythm Monitoring Strategies for Cryptogenic Stroke: 2015 Diagnostics and Monitoring Stroke Focus Group Report , 2016, Journal of the American Heart Association.

[163]  Daewon Kim,et al.  Triboelectric nanogenerator with nanostructured metal surface using water-assisted oxidation , 2016 .

[164]  Xiaoyang Guan,et al.  Towards truly wearable energy harvesters with full structural integrity of fiber materials , 2019, Nano Energy.

[165]  Simiao Niu,et al.  Topographically-designed triboelectric nanogenerator via block copolymer self-assembly. , 2014, Nano letters.

[166]  J Heikenfeld,et al.  The microfluidics of the eccrine sweat gland, including biomarker partitioning, transport, and biosensing implications. , 2015, Biomicrofluidics.

[167]  Xiuli Fu,et al.  Machine‐Washable Textile Triboelectric Nanogenerators for Effective Human Respiratory Monitoring through Loom Weaving of Metallic Yarns , 2016, Advanced materials.

[168]  Zhong Lin Wang,et al.  Theoretical study of contact-mode triboelectric nanogenerators as an effective power source , 2013 .

[169]  Chengkuo Lee,et al.  Self-Powered and Self-Functional Cotton Sock Using Piezoelectric and Triboelectric Hybrid Mechanism for Healthcare and Sports Monitoring. , 2019, ACS nano.

[170]  David T. Martin,et al.  The Effects of the Removal of Electronic Devices for 48 Hours on Sleep in Elite Judo Athletes , 2017, Journal of strength and conditioning research.

[171]  S. Redline,et al.  Actigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms , 2018, Nature and science of sleep.

[172]  K R Sanjaya D Gunawardhana,et al.  Towards Truly Wearable Systems: Optimizing and Scaling Up Wearable Triboelectric Nanogenerators , 2020, iScience.

[173]  Che-Min Chiu,et al.  A smart glove with integrated triboelectric nanogenerator for self-powered gesture recognition and language expression , 2019, Science and technology of advanced materials.

[174]  Jun Li,et al.  Effective weight control via an implanted self-powered vagus nerve stimulation device , 2018, Nature Communications.

[175]  Min Koo,et al.  Surface-Conformal Triboelectric Nanopores via Supramolecular Ternary Polymer Assembly. , 2020, ACS nano.

[176]  Hyunhyub Ko,et al.  Sewing machine stitching of polyvinylidene fluoride fibers: programmable textile patterns for wearable triboelectric sensors , 2018 .

[177]  Takao Someya,et al.  Stretchable and waterproof elastomer-coated organic photovoltaics for washable electronic textile applications , 2017 .

[178]  Jun Chen,et al.  Triboelectrification‐Enabled Self‐Powered Detection and Removal of Heavy Metal Ions in Wastewater , 2016, Advanced materials.

[179]  Lan Jiang,et al.  Micro/nano-structures-enhanced triboelectric nanogenerators by femtosecond laser direct writing , 2019, Nano Energy.

[180]  Qiongfeng Shi,et al.  Beyond energy harvesting - multi-functional triboelectric nanosensors on a textile , 2019, Nano Energy.

[181]  C. Guilleminault,et al.  Comparison of actigraphic, polysomnographic, and subjective assessment of sleep parameters in sleep-disordered patients. , 2001, Sleep medicine.

[182]  P. Li,et al.  Flexible and Stretchable Perovskite Solar Cells: Device Design and Development Methods , 2018, Small Methods.

[183]  Zhong Lin Wang,et al.  Linear-grating triboelectric generator based on sliding electrification. , 2013, Nano letters.

[184]  Itthipon Jeerapan,et al.  Highly Stretchable Fully-Printed CNT-Based Electrochemical Sensors and Biofuel Cells: Combining Intrinsic and Design-Induced Stretchability. , 2016, Nano letters.

[185]  Sheldon R Simon,et al.  Quantification of human motion: gait analysis-benefits and limitations to its application to clinical problems. , 2004, Journal of biomechanics.

[186]  Yubo Fan,et al.  A 25-year bibliometric study of implantable energy harvesters and self-powered implantable medical electronics researches , 2020, Materials Today Energy.

[187]  Hongjie Dai,et al.  Recent advances in zinc-air batteries. , 2014, Chemical Society reviews.

[188]  Jun Chen,et al.  Wearable triboelectric nanogenerators for heart rate monitoring. , 2021, Chemical communications.

[189]  Russel N. Torah,et al.  Screen Printable Flexible BiTe–SbTe-Based Composite Thermoelectric Materials on Textiles for Wearable Applications , 2016, IEEE Transactions on Electron Devices.

[190]  T. Hyeon,et al.  Fabric‐Based Integrated Energy Devices for Wearable Activity Monitors , 2014, Advanced materials.

[191]  Ray H. Baughman,et al.  Stretchable Triboelectric Fiber for Self-powered Kinematic Sensing Textile , 2016, Scientific Reports.

[192]  Tae Whan Kim,et al.  Wearable Electricity Generators Fabricated Utilizing Transparent Electronic Textiles Based on Polyester/Ag Nanowires/Graphene Core-Shell Nanocomposites. , 2016, ACS nano.

[193]  G. Cao,et al.  A Self‐Charging Power Unit by Integration of a Textile Triboelectric Nanogenerator and a Flexible Lithium‐Ion Battery for Wearable Electronics , 2015, Advanced materials.

[194]  Yang Wang,et al.  Wearable Large‐Scale Perovskite Solar‐Power Source via Nanocellular Scaffold , 2017, Advanced materials.

[195]  Jing Sun,et al.  A stretchable fiber nanogenerator for versatile mechanical energy harvesting and self-powered full-range personal healthcare monitoring , 2017 .

[196]  Zhong‐Lin Wang,et al.  A Highly Stretchable Fiber‐Based Triboelectric Nanogenerator for Self‐Powered Wearable Electronics , 2017 .

[197]  N. S. Sariciftci,et al.  Conjugated polymer-based organic solar cells. , 2007, Chemical reviews.

[198]  Jeong Ho Cho,et al.  High‐Performance Triboelectric Nanogenerators Based on Electrospun Polyvinylidene Fluoride–Silver Nanowire Composite Nanofibers , 2018 .

[199]  Kwang-Seok Yun,et al.  Design and characterization of scalable woven piezoelectric energy harvester for wearable applications , 2015 .

[200]  Wei Lin Leong,et al.  Solution-processed small-molecule solar cells with 6.7% efficiency. , 2011, Nature materials.

[201]  Jun Chen,et al.  Textiles for learning tactile interactions , 2021, Nature Electronics.

[202]  Marimuthu Palaniswami,et al.  Computational Intelligence in Gait Research: A Perspective on Current Applications and Future Challenges , 2009, IEEE Transactions on Information Technology in Biomedicine.

[203]  Long Lin,et al.  Theoretical Investigation and Structural Optimization of Single‐Electrode Triboelectric Nanogenerators , 2014 .

[204]  J. Brugger,et al.  All-fiber hybrid piezoelectric-enhanced triboelectric nanogenerator for wearable gesture monitoring , 2018, Nano Energy.

[205]  M. G. Park,et al.  Electrically Rechargeable Zinc–Air Batteries: Progress, Challenges, and Perspectives , 2017, Advanced materials.

[206]  Unyong Jeong,et al.  Material aspects of triboelectric energy generation and sensors , 2020, NPG Asia Materials.

[207]  Yeong Hwan Ko,et al.  Multi-stacked PDMS-based triboelectric generators with conductive textile for efficient energy harvesting , 2015 .

[208]  Peng Huang,et al.  Self-Activated Electrical Stimulation for Effective Hair Regeneration via a Wearable Omnidirectional Pulse Generator. , 2019, ACS nano.

[209]  Zhuo Kang,et al.  Electromagnetic Shielding Hybrid Nanogenerator for Health Monitoring and Protection , 2018 .

[210]  Zhong Lin Wang,et al.  Triboelectric nanogenerator for harvesting wind energy and as self-powered wind vector sensor system. , 2013, ACS nano.

[211]  Feng Liu,et al.  Single-junction polymer solar cells with high efficiency and photovoltage , 2015, Nature Photonics.

[212]  Hyunsoo Kim,et al.  Base-treated polydimethylsiloxane surfaces as enhanced triboelectric nanogenerators , 2015 .

[213]  Jung Woo Lee,et al.  Battery-free, stretchable optoelectronic systems for wireless optical characterization of the skin , 2016, Science Advances.

[214]  Jinxin Zhang,et al.  Self-powered wireless smart patch for healthcare monitoring , 2017 .

[215]  Feng Xu,et al.  Crepe cellulose paper and nitrocellulose membrane-based triboelectric nanogenerators for energy harvesting and self-powered human-machine interaction , 2019, Nano Energy.

[216]  K. Hata,et al.  A stretchable carbon nanotube strain sensor for human-motion detection. , 2011, Nature nanotechnology.

[217]  Jongbaeg Kim,et al.  Molecularly Engineered Surface Triboelectric Nanogenerator by Self-Assembled Monolayers (METS) , 2015 .

[218]  Shengming Li,et al.  Molecular surface functionalization to enhance the power output of triboelectric nanogenerators , 2016 .

[219]  Huimin Lu,et al.  Energy Harvesting Based Body Area Networks for Smart Health , 2017, Sensors.

[220]  L. Meltzer,et al.  Direct comparison of two new actigraphs and polysomnography in children and adolescents. , 2012, Sleep.

[221]  Inductively coupled plasma surface modification of polyethylene terephthalate and application in a triboelectric generator , 2017 .

[222]  Jeong Y. Park,et al.  Nanoscale investigation of improved triboelectric properties of UV-irradiated ultrananocrystalline diamond films. , 2019, Nanoscale.

[223]  Chengyi Hou,et al.  Fluoroalkylsilane-Modified Textile-Based Personal Energy Management Device for Multifunctional Wearable Applications. , 2016, ACS applied materials & interfaces.

[224]  Alex Bates,et al.  A review of lithium and non-lithium based solid state batteries , 2015 .

[225]  Zhiming Lin,et al.  Large‐Scale and Washable Smart Textiles Based on Triboelectric Nanogenerator Arrays for Self‐Powered Sleeping Monitoring , 2018 .

[226]  Steve Beeby,et al.  Recent progress on textile-based triboelectric nanogenerators , 2019, Nano Energy.

[227]  Nicholas B Allen,et al.  Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study , 2019, JMIR mHealth and uHealth.

[228]  Jaehong Lee,et al.  Textile-Based Electronic Components for Energy Applications: Principles, Problems, and Perspective , 2015, Nanomaterials.

[229]  Jong-Hyun Ahn,et al.  Conformal, graphene-based triboelectric nanogenerator for self-powered wearable electronics , 2016 .

[230]  Yong Zhu,et al.  Highly Conductive and Stretchable Silver Nanowire Conductors , 2012, Advanced materials.

[231]  Zhong Lin Wang,et al.  Shape adaptable and highly resilient 3D braided triboelectric nanogenerators as e-textiles for power and sensing , 2020, Nature Communications.

[232]  Zong-Hong Lin,et al.  A textile-based triboelectric nanogenerator with humidity-resistant output characteristic and its applications in self-powered healthcare sensors , 2018, Nano Energy.

[233]  D. Plante,et al.  Ability of the Fitbit Alta HR to quantify and classify sleep in patients with suspected central disorders of hypersomnolence: A comparison against polysomnography , 2018, Journal of sleep research.

[234]  Yi Nie,et al.  Photo-Rechargeable Fabrics as Sustainable and Robust Power Sources for Wearable Bioelectronics , 2020 .

[235]  Bojing Shi,et al.  A size-unlimited surface microstructure modification method for achieving high performance triboelectric nanogenerator , 2016 .

[236]  Yongan Huang,et al.  Energy Harvesters for Wearable and Stretchable Electronics: From Flexibility to Stretchability , 2016, Advanced materials.

[237]  Kwang-Seok Yun,et al.  Multifunctional Woven Structure Operating as Triboelectric Energy Harvester, Capacitive Tactile Sensor Array, and Piezoresistive Strain Sensor Array , 2017, Sensors.

[238]  Jiyoon Nam,et al.  Transfer Printed Flexible and Stretchable Thin Film Solar Cells Using a Water‐Soluble Sacrificial Layer , 2016 .

[239]  Raziel Riemer,et al.  Biomechanical energy harvesting from human motion: theory, state of the art, design guidelines, and future directions , 2011, Journal of NeuroEngineering and Rehabilitation.

[240]  X. Tao,et al.  Fiber‐Based Wearable Electronics: A Review of Materials, Fabrication, Devices, and Applications , 2014, Advanced materials.

[241]  Zhaona Wang,et al.  Eardrum‐Inspired Active Sensors for Self‐Powered Cardiovascular System Characterization and Throat‐Attached Anti‐Interference Voice Recognition , 2015, Advanced materials.

[242]  Jun Chen,et al.  Epidermis-Inspired Ultrathin 3D Cellular Sensor Array for Self-Powered Biomedical Monitoring. , 2018, ACS applied materials & interfaces.

[243]  Guang Zhu,et al.  Triboelectric nanogenerators as a new energy technology: From fundamentals, devices, to applications , 2015 .

[244]  S. Dong,et al.  A Portable Triboelectric Nanogenerator for Real-Time Respiration Monitoring , 2019, Nanoscale Research Letters.

[245]  Jun Chen,et al.  Smart Textiles for Electricity Generation. , 2020, Chemical reviews.

[246]  Anvar A. Zakhidov,et al.  Woven‐Yarn Thermoelectric Textiles , 2016, Advanced materials.

[247]  David P. Wilkinson,et al.  Recent advances in all-solid-state rechargeable lithium batteries , 2017 .

[248]  Yeong Hwan Ko,et al.  Highly Transparent and Flexible Triboelectric Nanogenerators with Subwavelength-Architectured Polydimethylsiloxane by a Nanoporous Anodic Aluminum Oxide Template. , 2015, ACS applied materials & interfaces.

[249]  Aifang Yu,et al.  Core-Shell-Yarn-Based Triboelectric Nanogenerator Textiles as Power Cloths. , 2017, ACS nano.

[250]  Zhong Lin Wang,et al.  Highly Stretchable 2D Fabrics for Wearable Triboelectric Nanogenerator under Harsh Environments. , 2015, ACS nano.

[251]  Joo-Yun Jung,et al.  Triboelectric charging sequence induced by surface functionalization as a method to fabricate high performance triboelectric generators. , 2015, ACS nano.

[252]  Minshen Zhu,et al.  3D spacer fabric based multifunctional triboelectric nanogenerator with great feasibility for mechanized large-scale production , 2016 .

[253]  M. Vosgueritchian,et al.  Stretchable Energy‐Harvesting Tactile Electronic Skin Capable of Differentiating Multiple Mechanical Stimuli Modes , 2014, Advanced materials.

[254]  Lauren E Cipriano,et al.  An integrated health-economic analysis of diagnostic and therapeutic strategies in the treatment of moderate-to-severe obstructive sleep apnea. , 2011, Sleep.

[255]  Yonggang Huang,et al.  Materials and Mechanics for Stretchable Electronics , 2010, Science.

[256]  H. Ade,et al.  Efficient organic solar cells processed from hydrocarbon solvents , 2016, Nature Energy.

[257]  Ning Wang,et al.  Natural triboelectric nanogenerator based on soles for harvesting low-frequency walking energy , 2017 .

[258]  Weiqing Yang,et al.  Harvesting energy from the natural vibration of human walking. , 2013, ACS nano.

[259]  Junghyo Nah,et al.  Formation of Triboelectric Series via Atomic-Level Surface Functionalization for Triboelectric Energy Harvesting. , 2017, ACS nano.

[260]  More isn't always better: cost-effectiveness analysis and the case for using a split-night protocol. , 2006, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[261]  Katsuhiko Kohara,et al.  Radial augmentation index: a useful and easily obtainable parameter for vascular aging. , 2004, American journal of hypertension.

[262]  Jie Zhu,et al.  Highly Stretchable All-Rubber-Based Thread-Shaped Wearable Electronics for Human Motion Energy-Harvesting and Self-Powered Biomechanical Tracking , 2019, Nanoscale Research Letters.

[263]  A. Goldstone,et al.  A validation study of Fitbit Charge 2™ compared with polysomnography in adults , 2018, Chronobiology international.

[264]  Michael Chung,et al.  Wearable flexible sweat sensors for healthcare monitoring: a review , 2019, Journal of the Royal Society Interface.

[265]  Zhong Lin Wang,et al.  Screen-Printed Washable Electronic Textiles as Self-Powered Touch/Gesture Tribo-Sensors for Intelligent Human-Machine Interaction. , 2018, ACS nano.

[266]  Shinichi Komaba,et al.  Research development on sodium-ion batteries. , 2014, Chemical reviews.

[267]  Jie Wang,et al.  Standards and figure-of-merits for quantifying the performance of triboelectric nanogenerators , 2015, Nature Communications.

[268]  Weiqi Wang,et al.  High-performance triboelectric nanogenerator with enhanced energy density based on single-step fluorocarbon plasma treatment , 2014 .

[269]  Liming Miao,et al.  Wide Range Fabrication of Wrinkle Patterns for Maximizing Surface Charge Density of a Triboelectric Nanogenerator , 2018, Journal of Microelectromechanical Systems.

[270]  S. Tolbert,et al.  Enhanced Cycling Stability of Macroporous Bulk Antimony‐Based Sodium‐Ion Battery Anodes Enabled through Active/Inactive Composites , 2018, Advanced Energy Materials.

[271]  Zhong Lin Wang,et al.  Flexible triboelectric generator , 2012 .

[272]  Jinlian Hu,et al.  A novel design for a wearable thermoelectric generator based on 3D fabric structure , 2017 .

[273]  Yu Song,et al.  Waterproof and stretchable triboelectric nanogenerator for biomechanical energy harvesting and self-powered sensing , 2018 .

[274]  E. Katz,et al.  Implanted biofuel cell operating in a living snail. , 2012, Journal of the American Chemical Society.

[275]  Zhong Lin Wang,et al.  Theoretical Study of Rotary Freestanding Triboelectric Nanogenerators , 2015 .

[276]  Youfan Hu,et al.  Progress in textile-based triboelectric nanogenerators for smart fabrics , 2019, Nano Energy.

[277]  Sumanta Kumar Karan,et al.  A strategy to develop highly efficient TENGs through the dielectric constant, internal resistance optimization, and surface modification , 2019, Journal of Materials Chemistry A.

[278]  Chunhua Yan,et al.  Composition-tuned oxidation levels of Pt–Re bimetallic nanoparticles for the etherification of allylic alcohols , 2018, Nano Research.

[279]  Yuanjie Su,et al.  Muscle Fibers Inspired High‐Performance Piezoelectric Textiles for Wearable Physiological Monitoring , 2021, Advanced Functional Materials.

[280]  G. Cheng,et al.  Large‐Area Direct Laser‐Shock Imprinting of a 3D Biomimic Hierarchical Metal Surface for Triboelectric Nanogenerators , 2018, Advanced materials.

[281]  Sanlin S. Robinson,et al.  Highly stretchable electroluminescent skin for optical signaling and tactile sensing , 2016, Science.

[282]  Hyun Soo Kim,et al.  Ar plasma treated polytetrafluoroethylene films for a highly efficient triboelectric generator , 2016 .

[283]  Anki Reddy Mule,et al.  Engineering squandered cotton into eco-benign microarchitectured triboelectric films for sustainable and highly efficient mechanical energy harvesting , 2019, Nano Energy.

[284]  Wei Zhang,et al.  Continuous and scalable manufacture of amphibious energy yarns and textiles , 2019, Nature Communications.

[285]  Suneet Mittal,et al.  Utility and limitations of long-term monitoring of atrial fibrillation using an implantable loop recorder. , 2017, Heart rhythm.

[286]  A. Luik,et al.  Delivering digital cognitive behavioral therapy for insomnia at scale: does using a wearable device to estimate sleep influence therapy? , 2018, npj Digital Medicine.

[287]  B. Rotenberg,et al.  Wait times for sleep apnea care in Ontario: a multidisciplinary assessment. , 2010, Canadian respiratory journal.

[288]  Zhong Lin Wang,et al.  3D double-faced interlock fabric triboelectric nanogenerator for bio-motion energy harvesting and as self-powered stretching and 3D tactile sensors , 2020 .

[289]  Xiuhan Li,et al.  A multi-layered interdigitative-electrodes- based triboelectric nanogenerator for harvesting hydropower , 2015 .

[290]  C. Marcus,et al.  Validation of Actigraphy in Middle Childhood. , 2016, Sleep.

[291]  Minhao Zhu,et al.  Lawn Structured Triboelectric Nanogenerators for Scavenging Sweeping Wind Energy on Rooftops , 2016, Advanced materials.

[292]  Zhong Lin Wang,et al.  Sliding-triboelectric nanogenerators based on in-plane charge-separation mechanism. , 2013, Nano letters.

[293]  Steve Beeby,et al.  Flexible piezoelectric nano-composite films for kinetic energy harvesting from textiles , 2017 .

[294]  Fei Huang,et al.  Small-molecule solar cells with efficiency over 9% , 2014, Nature Photonics.

[295]  Zhong Lin Wang,et al.  Machine-knitted washable sensor array textile for precise epidermal physiological signal monitoring , 2020, Science Advances.

[296]  Michael L. Prairie,et al.  Ability of the Multisensory Jawbone UP3 to Quantify and Classify Sleep in Patients With Suspected Central Disorders of Hypersomnolence: A Comparison Against Polysomnography and Actigraphy. , 2018, Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine.

[297]  Wanchul Seung,et al.  Fully Stretchable Textile Triboelectric Nanogenerator with Knitted Fabric Structures. , 2017, ACS nano.

[298]  Bas van Zaane,et al.  Accuracy of remote continuous respiratory rate monitoring technologies intended for low care clinical settings: a prospective observational study , 2018, Canadian Journal of Anesthesia/Journal canadien d'anesthésie.

[299]  F. Fan,et al.  Flexible Nanogenerators for Energy Harvesting and Self‐Powered Electronics , 2016, Advanced materials.

[300]  Dimitroula Matsouka,et al.  Piezoelectric textile fibres for wearable energy harvesting systems , 2018, Materials Research Express.

[301]  Mool C. Gupta,et al.  Novel carbon nanotube-polystyrene foam composites for electromagnetic interference shielding. , 2005, Nano letters.

[302]  J. Jung,et al.  Enhanced triboelectrification of the polydimethylsiloxane surface by ultraviolet irradiation , 2016 .