{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T06:47:34Z","timestamp":1781246854399,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":43,"publisher":"ACM","license":[{"start":{"date-parts":[[2015,9,7]],"date-time":"2015-09-07T00:00:00Z","timestamp":1441584000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2015,9,7]]},"DOI":"10.1145\/2750858.2804258","type":"proceedings-article","created":{"date-parts":[[2015,9,15]],"date-time":"2015-09-15T12:27:44Z","timestamp":1442320064000},"page":"27-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":30,"title":["MyoVibe"],"prefix":"10.1145","author":[{"given":"Frank","family":"Mokaya","sequence":"first","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Roland","family":"Lucas","sequence":"additional","affiliation":[{"name":"Lucas Physical Therapy &amp; Fitness"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hae Young","family":"Noh","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pei","family":"Zhang","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2015,9,7]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"http:\/\/www.liveathos.com\/apparel\/technology","author":"Athos","year":"2014","unstructured":"Athos gear and athos core technology. http:\/\/www.liveathos.com\/apparel\/technology , 2014 . {Online; accessed 27-Feb-2015}. Athos gear and athos core technology. http:\/\/www.liveathos.com\/apparel\/technology, 2014. {Online; accessed 27-Feb-2015}."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2012.04.009"},{"key":"e_1_3_2_1_3_1","volume-title":"Skeletal muscle fatigue: cellular mechanisms. Physiological reviews 88, 1","author":"Allen D. G.","year":"2008","unstructured":"Allen , D. G. , Lamb , G. , and Westerblad , H . Skeletal muscle fatigue: cellular mechanisms. Physiological reviews 88, 1 ( 2008 ), 287--332. Allen, D. G., Lamb, G., and Westerblad, H. Skeletal muscle fatigue: cellular mechanisms. Physiological reviews 88, 1 (2008), 287--332."},{"key":"e_1_3_2_1_4_1","volume-title":"The effect of accelerometer location on the classification of single-site forearm mechanomyograms. Biomedical engineering online 9, 1","author":"Alves N.","year":"2010","unstructured":"Alves , N. , Sejdi\u0107 , E. , Sahota , B. , and Chau , T . The effect of accelerometer location on the classification of single-site forearm mechanomyograms. Biomedical engineering online 9, 1 ( 2010 ), 23. Alves, N., Sejdi\u0107, E., Sahota, B., and Chau, T. The effect of accelerometer location on the classification of single-site forearm mechanomyograms. Biomedical engineering online 9, 1 (2010), 23."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/BSN.2006.48"},{"key":"e_1_3_2_1_6_1","volume-title":"Activity recognition from user-annotated acceleration data. Pervasive Computing","author":"Bao L.","year":"2004","unstructured":"Bao , L. , and Intille , S . Activity recognition from user-annotated acceleration data. Pervasive Computing ( 2004 ), 1--17. Bao, L., and Intille, S. Activity recognition from user-annotated acceleration data. Pervasive Computing (2004), 1--17."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1186\/1475-925X-4-67"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelekin.2012.11.001"},{"key":"e_1_3_2_1_9_1","first-page":"9","article-title":"Anterior cruciate ligament injuries in snowboarders: a quadriceps-induced injury. Knee Surgery, Sports Traumatology","volume":"17","author":"Davies H.","year":"2009","unstructured":"Davies , H. , Tietjens , B. , Van Sterkenburg , M. , and Mehgan , A . Anterior cruciate ligament injuries in snowboarders: a quadriceps-induced injury. Knee Surgery, Sports Traumatology , Arthroscopy 17 , 9 ( 2009 ), 1048--1051. Davies, H., Tietjens, B., Van Sterkenburg, M., and Mehgan, A. Anterior cruciate ligament injuries in snowboarders: a quadriceps-induced injury. Knee Surgery, Sports Traumatology, Arthroscopy 17, 9 (2009), 1048--1051.","journal-title":"Arthroscopy"},{"key":"e_1_3_2_1_10_1","volume-title":"Important factors in surface emg measurement","author":"Day S.","year":"2002","unstructured":"Day , S. Important factors in surface emg measurement . Calgary : Bortech Biomedical Ltd ( 2002 ). Day, S. Important factors in surface emg measurement. Calgary: Bortech Biomedical Ltd (2002)."},{"key":"e_1_3_2_1_11_1","volume-title":"Gastrocnemius vs. soleus strain: how to differentiate and deal with calf muscle injuries. Current reviews in musculoskeletal medicine 2, 2","author":"Dixon J. B.","year":"2009","unstructured":"Dixon , J. B. Gastrocnemius vs. soleus strain: how to differentiate and deal with calf muscle injuries. Current reviews in musculoskeletal medicine 2, 2 ( 2009 ), 74--77. Dixon, J. B. Gastrocnemius vs. soleus strain: how to differentiate and deal with calf muscle injuries. Current reviews in musculoskeletal medicine 2, 2 (2009), 74--77."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Drost G. Stegeman D. F. van Engelen B. G. M. and Zwarts M. J. Clinical applications of high-density surface EMG: a systematic review. Journal of electromyography and kinesiology: official journal of the International Society of Electrophysiological Kinesiology 16 6 (Dec. 2006) 586--602.  Drost G. Stegeman D. F. van Engelen B. G. M. and Zwarts M. J. Clinical applications of high-density surface EMG: a systematic review. Journal of electromyography and kinesiology: official journal of the International Society of Electrophysiological Kinesiology 16 6 (Dec. 2006) 586--602.","DOI":"10.1016\/j.jelekin.2006.09.005"},{"key":"e_1_3_2_1_13_1","volume-title":"Muscle fatigue: what, why and how it influences muscle function. The Journal of physiology 586, 1 (Jan","author":"Enoka R. M.","year":"2008","unstructured":"Enoka , R. M. , and Duchateau , J . Muscle fatigue: what, why and how it influences muscle function. The Journal of physiology 586, 1 (Jan . 2008 ), 11--23. Enoka, R. M., and Duchateau, J. Muscle fatigue: what, why and how it influences muscle function. The Journal of physiology 586, 1 (Jan. 2008), 11--23."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1177\/03635465030310021301"},{"key":"e_1_3_2_1_15_1","volume-title":"Development of recommendations for semg sensors and sensor placement procedures. Journal of electromyography and Kinesiology 10, 5","author":"Hermens H. J.","year":"2000","unstructured":"Hermens , H. J. , Freriks , B. , Disselhorst-Klug , C. , and Rau , G . Development of recommendations for semg sensors and sensor placement procedures. Journal of electromyography and Kinesiology 10, 5 ( 2000 ), 361--374. Hermens, H. J., Freriks, B., Disselhorst-Klug, C., and Rau, G. Development of recommendations for semg sensors and sensor placement procedures. Journal of electromyography and Kinesiology 10, 5 (2000), 361--374."},{"key":"e_1_3_2_1_16_1","volume-title":"Effects of supramaximal exercise on the electromyographic signal. British journal of sports medicine 37, 4","author":"Hunter A. M.","year":"2003","unstructured":"Hunter , A. M. , Gibson , A. S. C. , Lambert , M. I. , Nobbs , L. , and Noakes , T. D . Effects of supramaximal exercise on the electromyographic signal. British journal of sports medicine 37, 4 ( 2003 ), 296--299. Hunter, A. M., Gibson, A. S. C., Lambert, M. I., Nobbs, L., and Noakes, T. D. Effects of supramaximal exercise on the electromyographic signal. British journal of sports medicine 37, 4 (2003), 296--299."},{"key":"e_1_3_2_1_17_1","volume-title":"The abc of emg. A practical introduction to kinesiological electromyography 1","author":"Konrad P.","year":"2005","unstructured":"Konrad , P. The abc of emg. A practical introduction to kinesiological electromyography 1 ( 2005 ). Konrad, P. The abc of emg. A practical introduction to kinesiological electromyography 1 (2005)."},{"key":"e_1_3_2_1_18_1","volume-title":"Non-uniform mechanical activity of quadriceps muscle during fatigue by repeated maximal voluntary contraction in humans. European journal of applied physiology and occupational physiology 80, 1","author":"Kouzaki M.","year":"1999","unstructured":"Kouzaki , M. , Shinohara , M. , and Fukunaga , T . Non-uniform mechanical activity of quadriceps muscle during fatigue by repeated maximal voluntary contraction in humans. European journal of applied physiology and occupational physiology 80, 1 ( 1999 ), 9--15. Kouzaki, M., Shinohara, M., and Fukunaga, T. Non-uniform mechanical activity of quadriceps muscle during fatigue by repeated maximal voluntary contraction in humans. European journal of applied physiology and occupational physiology 80, 1 (1999), 9--15."},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1080\/00140130120716"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinbiomech.2010.05.006"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"crossref","unstructured":"Madeleine P. J\u00f8rgensen L. S\u00f8gaard K. Arendt-Nielsen L. and Sj\u00f8gaard G. Development of muscle fatigue as assessed by electromyography and mechanomyography during continuous and intermittent low-force contractions: effects of the feedback mode. European journal of applied physiology 87 1 (2002) 28--37.  Madeleine P. J\u00f8rgensen L. S\u00f8gaard K. Arendt-Nielsen L. and Sj\u00f8gaard G. Development of muscle fatigue as assessed by electromyography and mechanomyography during continuous and intermittent low-force contractions: effects of the feedback mode. European journal of applied physiology 87 1 (2002) 28--37.","DOI":"10.1007\/s00421-002-0578-4"},{"key":"e_1_3_2_1_22_1","volume-title":"Sensory information processing during general anaesthesia: effect of isoflurane on auditory evoked neuronal oscillations. British journal of anaesthesia 66, 1","author":"Madler C.","year":"1991","unstructured":"Madler , C. , Keller , I. , Schwender , D. , and P\u00f6ppel , E . Sensory information processing during general anaesthesia: effect of isoflurane on auditory evoked neuronal oscillations. British journal of anaesthesia 66, 1 ( 1991 ), 81--87. Madler, C., Keller, I., Schwender, D., and P\u00f6ppel, E. Sensory information processing during general anaesthesia: effect of isoflurane on auditory evoked neuronal oscillations. British journal of anaesthesia 66, 1 (1991), 81--87."},{"key":"e_1_3_2_1_23_1","volume-title":"Vibromyography as a quantitative measure of muscle force production. Scandinavian journal of rehabilitation medicine 29, 1","author":"Matheson G.","year":"1997","unstructured":"Matheson , G. , Maffey-Ward , L. , Mooney , M. , Ladly , K. , Fung , T. , and Zhang , Y . Vibromyography as a quantitative measure of muscle force production. Scandinavian journal of rehabilitation medicine 29, 1 ( 1997 ), 29--35. Matheson, G., Maffey-Ward, L., Mooney, M., Ladly, K., Fung, T., and Zhang, Y. Vibromyography as a quantitative measure of muscle force production. Scandinavian journal of rehabilitation medicine 29, 1 (1997), 29--35."},{"key":"e_1_3_2_1_24_1","first-page":"2","article-title":"Technology and instrumentation for detection and conditioning of the surface electromyographic signal: state of the art. Clinical biomechanics (Bristol","volume":"24","author":"Merletti R.","year":"2009","unstructured":"Merletti , R. , Botter , A. , Troiano , A. , Merlo , E. , and Minetto , M. A . Technology and instrumentation for detection and conditioning of the surface electromyographic signal: state of the art. Clinical biomechanics (Bristol , Avon) 24 , 2 ( Feb. 2009 ), 122--34. Merletti, R., Botter, A., Troiano, A., Merlo, E., and Minetto, M. A. Technology and instrumentation for detection and conditioning of the surface electromyographic signal: state of the art. Clinical biomechanics (Bristol, Avon) 24, 2 (Feb. 2009), 122--34.","journal-title":"Avon)"},{"key":"e_1_3_2_1_25_1","volume-title":"NeXus-10 MK II Biofeedback System, 10","author":"Mind Media Neuro And","year":"2014","unstructured":"Mind Media Neuro And Feedback Solutions. NeXus-10 MK II Biofeedback System, 10 2014 . http:\/\/stens-biofeedback.com\/products\/nexus-10-mark-ii-priced-without-sensors. Mind Media Neuro And Feedback Solutions. NeXus-10 MK II Biofeedback System, 10 2014. http:\/\/stens-biofeedback.com\/products\/nexus-10-mark-ii-priced-without-sensors."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2006.08.002"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2461381.2461406"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1155\/S1024123X04403068"},{"key":"e_1_3_2_1_29_1","volume-title":"A Pilot Study To Investigate Shoulder Muscle Fatigue During a Sustained Isometric Wheelchair-Propulsion Effort Using Surface EMG. The American journal of Occupational Therapy 58","author":"Niemeyer L. O.","year":"2004","unstructured":"Niemeyer , L. O. , Aronow , H. U. , and Kasman , G. S . A Pilot Study To Investigate Shoulder Muscle Fatigue During a Sustained Isometric Wheelchair-Propulsion Effort Using Surface EMG. The American journal of Occupational Therapy 58 ( 2004 ), 587--593. Niemeyer, L. O., Aronow, H. U., and Kasman, G. S. A Pilot Study To Investigate Shoulder Muscle Fatigue During a Sustained Isometric Wheelchair-Propulsion Effort Using Surface EMG. The American journal of Occupational Therapy 58 (2004), 587--593."},{"key":"e_1_3_2_1_30_1","volume-title":"Exercises to prevent lower limb injuries in youth sports: cluster randomised controlled trial. Bmj 330, 7489","author":"Olsen O.-E.","year":"2005","unstructured":"Olsen , O.-E. , Myklebust , G. , Engebretsen , L. , Holme , I. , and Bahr , R . Exercises to prevent lower limb injuries in youth sports: cluster randomised controlled trial. Bmj 330, 7489 ( 2005 ), 449. Olsen, O.-E., Myklebust, G., Engebretsen, L., Holme, I., and Bahr, R. Exercises to prevent lower limb injuries in youth sports: cluster randomised controlled trial. Bmj 330, 7489 (2005), 449."},{"key":"e_1_3_2_1_31_1","first-page":"6","article-title":"Spectral properties of electromyographic and mechanomyographic signals during dynamic concentric and eccentric contractions of the human&iexcl; i\u00bf biceps brachii&iexcl;\/i\u00bf muscle","volume":"21","author":"Qi L.","year":"2011","unstructured":"Qi , L. , Wakeling , J. M. , and Ferguson-Pell , M . Spectral properties of electromyographic and mechanomyographic signals during dynamic concentric and eccentric contractions of the human&iexcl; i\u00bf biceps brachii&iexcl;\/i\u00bf muscle . Journal of Electromyography and Kinesiology 21 , 6 ( 2011 ), 1056--1063. Qi, L., Wakeling, J. M., and Ferguson-Pell, M. Spectral properties of electromyographic and mechanomyographic signals during dynamic concentric and eccentric contractions of the human&iexcl; i\u00bf biceps brachii&iexcl;\/i\u00bf muscle. Journal of Electromyography and Kinesiology 21, 6 (2011), 1056--1063.","journal-title":"Journal of Electromyography and Kinesiology"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2641248.2666715"},{"key":"e_1_3_2_1_33_1","volume-title":"Emg activity during whole body vibration: motion artifacts or stretch reflexes? European journal of applied physiology 110, 1","author":"Ritzmann R.","year":"2010","unstructured":"Ritzmann , R. , Kramer , A. , Gruber , M. , Gollhofer , A. , and Taube , W . Emg activity during whole body vibration: motion artifacts or stretch reflexes? European journal of applied physiology 110, 1 ( 2010 ), 143--151. Ritzmann, R., Kramer, A., Gruber, M., Gollhofer, A., and Taube, W. Emg activity during whole body vibration: motion artifacts or stretch reflexes? European journal of applied physiology 110, 1 (2010), 143--151."},{"key":"e_1_3_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.2165\/00007256-200434040-00005"},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073208"},{"key":"e_1_3_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.5555\/1218064.1218100"},{"key":"e_1_3_2_1_37_1","first-page":"2","article-title":"Determination of premotor silent periods from surface myoelectric signals","volume":"45","author":"Staude G.","year":"2000","unstructured":"Staude , G. , and EKG, E . Determination of premotor silent periods from surface myoelectric signals . Biomed. Tech 45 , 2 ( 2000 ), 228--232. Staude, G., and EKG, E. Determination of premotor silent periods from surface myoelectric signals. Biomed. Tech 45, 2 (2000), 228--232.","journal-title":"Biomed. Tech"},{"key":"e_1_3_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1155\/S1110865701000191"},{"key":"e_1_3_2_1_39_1","volume-title":"Objective motor response onset detection in surface myoelectric signals. Medical engineering & physics 21, 6","author":"Staude G.","year":"1999","unstructured":"Staude , G. , and Wolf , W . Objective motor response onset detection in surface myoelectric signals. Medical engineering & physics 21, 6 ( 1999 ), 449--467. Staude, G., and Wolf, W. Objective motor response onset detection in surface myoelectric signals. Medical engineering & physics 21, 6 (1999), 449--467."},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/1360612.1360682"},{"key":"e_1_3_2_1_41_1","first-page":"1","article-title":"Mechanomyography versus electromyography, in monitoring the muscular fatigue","volume":"10","author":"Tarata M. T","year":"2003","unstructured":"Tarata , M. T . Mechanomyography versus electromyography, in monitoring the muscular fatigue . BioMedical Engineering Online 10 ( 2003 ), 1 -- 10 . Tarata, M. T. Mechanomyography versus electromyography, in monitoring the muscular fatigue. BioMedical Engineering Online 10 (2003), 1--10.","journal-title":"BioMedical Engineering Online"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2002.1046626"},{"key":"e_1_3_2_1_43_1","first-page":"19","article-title":"High speed, wide velocity dynamic range doppler optical coherence tomography (part iii): in vivo endoscopic imaging of blood flow in the rat and human gastrointestinal tracts","volume":"11","author":"Yang V. X.","year":"2003","unstructured":"Yang , V. X. , Gordon , M. , Tang , S.-j. , Marcon , N. , Gardiner , G. , Qi , B. , Bisland , S. , Seng-Yue , E. , Lo , S. , Pekar , J. , High speed, wide velocity dynamic range doppler optical coherence tomography (part iii): in vivo endoscopic imaging of blood flow in the rat and human gastrointestinal tracts . Optics Express 11 , 19 ( 2003 ), 2416--2424. Yang, V. X., Gordon, M., Tang, S.-j., Marcon, N., Gardiner, G., Qi, B., Bisland, S., Seng-Yue, E., Lo, S., Pekar, J., et al. High speed, wide velocity dynamic range doppler optical coherence tomography (part iii): in vivo endoscopic imaging of blood flow in the rat and human gastrointestinal tracts. Optics Express 11, 19 (2003), 2416--2424.","journal-title":"Optics Express"}],"event":{"name":"UbiComp '15: The 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing","location":"Osaka Japan","acronym":"UbiComp '15","sponsor":["Yahoo! Japan Yahoo! Japan","SIGMOBILE ACM Special Interest Group on Mobility of Systems, Users, Data and Computing","FX Palo Alto Laboratory, Inc. FX Palo Alto Laboratory, Inc.","Google Inc.","ACM Association for Computing Machinery","Rakuten Institute of Technology Rakuten Institute of Technology","Microsoft Microsoft","Bell Labs Bell Laboratories","SIGCHI ACM Special Interest Group on Computer-Human Interaction","KDDI"]},"container-title":["Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2750858.2804258","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2750858.2804258","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T07:00:42Z","timestamp":1750230042000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2750858.2804258"}},"subtitle":["vibration based wearable muscle activation detection in high mobility exercises"],"short-title":[],"issued":{"date-parts":[[2015,9,7]]},"references-count":43,"alternative-id":["10.1145\/2750858.2804258","10.1145\/2750858"],"URL":"https:\/\/doi.org\/10.1145\/2750858.2804258","relation":{},"subject":[],"published":{"date-parts":[[2015,9,7]]},"assertion":[{"value":"2015-09-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}