292
Views
4
CrossRef citations to date
0
Altmetric
Research Article

Assessing post-anterior cruciate ligament reconstruction ambulation using wireless wearable integrated sensors

, , &
Pages 498-510 | Received 08 Feb 2013, Accepted 20 Aug 2013, Published online: 14 Oct 2013

References

  • Murrell, G.A., Maddali, S., Horovitz, L., Oakley, S.P., and Warren, R.F., 2001, The effects of time course after anterior cruciate ligament injury in correlation with meniscal and cartilage loss. American Journal of Sports Medicine, 29, 9–14
  • Reider, B., Arcand, M.A., Diehl, L.H., Mroczek, K., Abulencia, A., Stroud, C.C., Palm, M., Gilbertson, J., and Staszak, P., 2003, Proprioception of the knee before and after anterior cruciate ligament reconstruction. Arthroscopy: The Journal of Arthroscopic & Related Surgery, 19, 2–12
  • Devita, P., Hortobagyi, T., Barrier, J., Torry, M., Glover, K., Speroni, D., and Money, J., Mahar, M., 1997, Gait adaptations before and after anterior cruciate ligament reconstruction surgery. Medicine and science in sports and exercise. Medicine & Science in Sports & Exercise, 29, 853–859
  • Potter, H.G., Jain, S.K., Ma, Y., Black, B.R., Fung, S., and Lyman, S., 2011, Cartilage injury after acute, isolated anterior cruciate ligament tear: Immediate and longitudinal effect with clinical/MRI follow-up. American Journal of Sports Medicine, 40, 276–285
  • Hall, M., Stevermer, C.A., and Gillette, J.C., 2012, Gait analysis post anterior cruciate ligament reconstruction: Knee osteoarthritis perspective. Gait & Posture, 36, 56–60
  • Jin, A., Lynch, J., Scholes, C., Li, Q., Coolican, M., and Parker, D., 2012, Osteoarthritis following anterior cruciate ligament reconstruction. Journal of Bone & Joint Surgery, 94-B (Suppl XLI), 125
  • Haughom, B., Schairer, W., Souza, R.B., Carpenter, D., Ma, C.B., and Li, X., 2012, Abnormal tibiofemoral kinematics following ACL reconstruction are associated with early cartilage matrix degeneration measured by MRI T1rho. The Knee, 19, 482–487
  • Wong, J.M., Khan, T., Jayadev, C.S., Khan, W., and Johnstone, D., 2012, Anterior cruciate ligament rupture and osteoarthritis progression. Open Orthopaedics Journal, 6, 295–300
  • Papannagari, R., Gill, T.J., Defrate, L.E., Moses, J.M., Petruska, A.J., and Li, G., 2006, In vivo kinematics of the knee after anterior cruciate ligament reconstruction: A clinical and functional evaluation. American Journal of Sports Medicine, 34, 2006–2012
  • Gao, B., and Zheng, N.N., 2010, Alterations in three-dimensional joint kinematics of anterior cruciate ligament-deficient and -reconstructed knees during walking. Clinical Biomechanics, 25, 222–229
  • Moraiti, C.O., Stergiou, N., Vasiliadis, H.S., Motsis, E., and Georgoulis, A., 2010, Anterior cruciate ligament reconstruction results in alterations in gait variability. Gait & Posture, 32, 169–175
  • Moraiti, C.O., Stergiou, N., Ristanis, S., Vasiliadis, H.S., Patras, K., Lee, C., and Georgoulis, A.D., 2009, The effect of anterior cruciate ligament reconstruction on stride-to-stride variability. Arthroscopy, 25, 742–749
  • Shi, D.L., Wang, Y.B., and Ai, Z.S., 2010, Effect of anterior cruciate ligament reconstruction on biomechanical features of knee in level walking: A meta-analysis. Chinese Medical Journal (England), 123, 3137–3142
  • Timoney, J.M., Inman, W.S., Quesada, P.M., Sharkey, P.F., Barrack, R.L., Skinner, H.B., and Alexander, A.H., 1993, Return of normal gait patterns after anterior cruciate ligament reconstruction. American Journal of Sports Medicine, 21, 887–889
  • Lewek, M., Rudolph, K., Axe, M., and Snyder-Mackler, L., 2002, The effect of insufficient quadriceps strength on gait after anterior cruciate ligament reconstruction. Clinical Biomechanics (Bristol, Avon), 17, 56–63
  • Gogia, P.P., Braatz, J.H., Rose, S.J., and Norton, B.J., 1987, Reliability and validity of goniometric measurements at the knee. Physical Therapy, 67, 192–195
  • Miller, P.J., 1985, Assessment of joint motion. In: Rothstein JM, editor. Measurement in Physical Therapy (New York: Churchill Livingstone). pp. 103–136
  • Fiebert, I., Gresley, J., Hoffman, S., and Kunkel, K., 1994, Comparative measurements of anterior tibial translation using the KT-1000 knee arthrometer with the leg in neutral, internal rotation, and external rotation. Journal of Orthopaedic & Sports Physical Therapy, 19, 331–334
  • Hanten, W.P., and Pace, M.B., 1987, Reliability of measuring anterior laxity of the knee joint using a knee ligament arthrometer. Physical Therapy, 67, 357–359
  • Highgenboten, C.L., Jackson, A., Meske, N.B., 1989, Genucom, KT-1000, and Stryker knee laxity measuring device comparisons. Device reproducibility and interdevice comparison in asymptomatic subjects. American Journal of Sports Medicine, 17, 743–746
  • Shaw, T., Chipchase, L.S., and Williams, M.T., 2004, A users guide to outcome measurement following ACL reconstruction. Physical Therapy in Sport, 5, 57–67
  • Akkaya, N., Ardic, F., Ozgen, M., Akkaya, S, Sahin, F., and Kilic, A., 2012, Efficacy of electromyographic biofeedback and electrical stimulation following arthroscopic partial meniscectomy: A randomized controlled trial. Clinical Rehabilitation, 26, 224–236
  • Boucher, T., Wang, S., Trudelle-Jackson, E., and Olson, S., 2009, Effectiveness of surface electromyographic biofeedback-triggered neuromuscular electrical stimulation on knee rehabilitation. North American Journal of Sports Physical Therapy, 4, 100–109
  • Feller, J., Hoser, C., and Webster, K., 2000, EMG biofeedback assisted KT-1000 evaluation of anterior tibial displacement. Knee Surgery, Sports Traumatology Arthroscopy, 8, 132–136
  • Scanlan, S.F., Chaudhari, A.M., Dyrby, C.O., and Andriacchi, T.P., 2010, Differences in tibial rotation during walking in ACL reconstructed and healthy contralateral knees. Journal of Biomechanics, 43, 1817–1822
  • Mayagoitia, R.E., Nene, A.V., and Veltink, P.H., 2002, Accelerometer and rate gyroscope measurement of kinematics: An inexpensive alternative to optical motion analysis systems. Journal of Biomechanics, 35, 537–542
  • Gouwanda, D., and Senanayake, S.M.N.A., 2008, Emerging trends of body-mounted sensors in sports and human gait analysis. In: Abu Osman NA, Ibrahim F, Wan Abas WAB, Abdul Rahman HS, Ting H-N, Magjarevic R, editors. IFMBE Proceedings (Berlin: Springer), pp. 715–718
  • Atallah, L., Jones, G.G., Ali, R., Leong, J.J.H., Lo, B., and Yang, G.-Z., 2011, Observing recovery from knee-replacement surgery by using wearable sensors. Proceedings of the 2011 International Conference on Body Sensor Networks: IEEE Computer Society, 29–34
  • Ayoade, M., Morton, L., and Baillie, L., 2011, Investigating the feasibility of a wireless motion capture system to aid in the rehabilitation of total knee replacement patients. Paper appeared in 5th International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth), 2011 (Dublin, Ireland), pp. 404–407
  • Saito, H., Watanabe, T., and Arifin, A., 2009, Ankle and knee joint angle measurements during gait with wearable sensor system for rehabilitation. IFMBE Proceedings, 25, 506--509
  • Hewett, T.E., Di Stasi, S.L., and Myer, G.D., 2013, Current concepts for injury prevention in athletes after anterior cruciate ligament reconstruction. American Journal of Sports Medicine, 41, 216–224
  • Leporace, G., Batista, L.A., Muniz, A.M., Zeitoune, G., Luciano, T., and Metsavaht, L., Nadal, J., 2012, Classification of gait kinematics of anterior cruciate ligament reconstructed subjects using principal component analysis and regressions modelling. Conference Proceedings IEEE Engineering in Medicine & Biology Society, 2012, 6514–6517
  • Toffola, L.D., Patel, S., Ozsecen, M.Y., Ramachandran, R., and Bonato, P., 2012, A wearable system for long-term monitoring of knee kinematics. International Conference on Biomedical and Health Informatics (BHI), IEEE-EMBS (Shenzhen, China) , 5--7 January 2012, pp. 188--191
  • Christanell, F., Hoser, C., Huber, R., Fink, C., and Luomajoki, H., 2012, The influence of electromyographic biofeedback therapy on knee extension following anterior cruciate ligament reconstruction: A randomized controlled trial. Sports Medicine, Arthroscopy, Rehabilitation, Therapy & Technology, 4, 41
  • Senanayake, S.M.N.A., Malik, O.A., Iskandar, P.M., and Zaheer, D., 2012, A hybrid intelligent system for recovery and performance evaluation after anterior cruciate ligament injury. 12th International Conference on Intelligent Systems Design and Applications (ISDA), 2012, IEEE. pp. 986–991
  • Englehart, K., Hudgins, B., Parker, P.A., and Stevenson, M., 1999, Classification of the myoelectric signal using time-frequency based representations. Medical Engineering & Physics, 21, 431–438
  • Kilby, J., Mawston, G., Gholam Hosseini, H., 2007, Continuous wavelet transform analysis for the classification of surface electromyography signals. In: Magjarevic R, Nagel JHD, editors. World Congress on Medical Physics and Biomedical Engineering 2006 SE – 246. 14th edn. IFMBE Proceedings: Springer Berlin Heidelberg DA – 2007/01/01; 2007. p 1034–1036 LA – English
  • Khezri, M., and Jahed, M., 2011, A neuro-fuzzy inference system for sEMG-based identification of hand motion commands. IEEE Transactions on Industrial Electronics, 58, 1952–1960
  • Kocer, S., 2010, Classification of EMG signals using neuro-fuzzy system and diagnosis of neuromuscular diseases. Journal of Medical Systems, 34, 321–329
  • Hermens, H.J., Freriks, B., Disselhorst-Klug, C., and Rau, G., 2000, Development of recommendations for SEMG sensors and sensor placement procedures. Journal of Electromyography Kinesiology, 10, 361–374
  • Madgwick, S., 2010, An efficient orientation filter for inertial and inertial/magnetic sensor arrays. Bristol, UK: Department of Mechanical Engineering, University of Bristol
  • Merletti, R., 1999, Standards for reporting EMG data. Journal of Electromyography and Kinesiology, 9, III--IV
  • Jasiewicz, J.M., Allum, J.H.J., Middleton, J.W., Barriskill, A., Condie, P., Purcell, B., and Li, R.C.T., 2006, Gait event detection using linear accelerometers or angular velocity transducers in able-bodied and spinal-cord injured individuals. Gait & Posture, 24, 502–509
  • Evans, A.L., Duncan, G., and Gilchrist, W., 1991, Recording accelerations in body movements. Medical & Biological Engineering & Computing, 29, 102–104
  • Perry, J., 1992, Gait analysis: Normal and pathological function (NJ, USA: SLACK Inc.)
  • Ismail, A.R., and Asfour, S.S., 1998, Continuous wavelet transform application to EMG signals during human gait. Conference Record of the Thirty-Second Asilomar Conference on Signals, Systems & Computers, 1, 325--329
  • Kilby, J., and Hosseini, H.G., 2006, Extracting effective features of SEMG using continuous wavelet transform. Conference Proceedings IEEE Engineering in Medicine & Biology Society, 1, 1704–1707
  • Jang, J.-S.R., 1993, ANFIS: Adaptive-network-based fuzzy inference system. IEEE Transactions on Systems, Man, and Cybernetics, 23, 665–685

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.