Biomechanical and technology-based analysis of the lunge and attacking actions in competitive fencing: a systematic review

Journal of Educational and Learning Studies August 27, 2026 Volume 9, Number 1 3 authors

Abstract

The fencing lunge is an explosive, distance-sensitive action whose performance depends on coordinated lower-limb mechanics, postural control, and rapid perceptual-motor timing. This systematic review integrated biomechanical determinants with technology-based approaches for measuring and enhancing lunge performance. A PRISMA 2020 systematic review was conducted using Scopus (2016–2026). The search identified 403 records; 15 duplicates were removed, 388 records were screened, 57 full texts were assessed, and 18 studies were included. Because the included studies differed substantially in populations, weapons, task constraints, outcomes, and designs, findings were synthesised narratively using an a priori thematic coding framework aligned with three research questions rather than pooled quantitatively. Methodological quality was revised to a design-appropriate JBI appraisal framework. The supplied manuscript does not contain the original independent screening/extraction audit log; therefore, the final submission must report the actual reviewer number and Cohen’s kappa values from that log rather than retrospectively estimating them. The evidence indicates that lower-limb power, joint coordination, postural control, target distance, footwear, and weapon-specific demands shape attack execution. Inertial and depth sensors, two-dimensional video, and deep-learning models show growing validity and practical feasibility, but evidence for transfer to competitive outcomes remains limited. The field supports an integrated biomechanical-technology framework, but conclusions remain constrained by small samples, heterogeneous protocols, cross-sectional designs, single-database searching, and limited ecological validation.

Authors

  1. Ade Zalindro

    Universitas Negeri Padang

  2. Rudyanto Rudyanto

    Universitas Negeri Padang

  3. M. Arie Desman

    Universitas Negeri Padang

Keywords

No keywords available

References

  1. Akınoğlu, B., Kabak, B., Balci, A., Kocahan, T., & Hasanoğlu, A. (2020). A Comparative Study Of Shoulder Muscle Strength, Sense Of Proprioception And Internal/External Rotation Flexibility Between Adolescent Athletes With And Without Scapular Asymmetry. Advances In Rehabilitation. Https://Doi.Org/10.5114/Areh.2020.99103
  2. Aresta, A., Musci, G., Bottiglione, A., Moretti, B., Moretti, L., & Bortone, I. (2023). Motion Technologies In Support Of Fence Athletes: A Systematic Review. Applied Sciences, 13(3), 1654. Https://Doi.Org/10.3390/App13031654
  3. Borysiuk, Z., Blaszczyszyn, M., Piechota, K., Konieczny, M., & Cynarski, W.J. (2023). Correlations Between The EMG Structure Of Movement Patterns And Activity Of Postural Muscles In Able-Bodied And Wheelchair Fencers. Sensors. Https://Doi.Org/10.3390/S23010135
  4. Bottoms, L., Tarragó, R., Muñiz, D., Chaverri, D., Irurtia, Castizo-Olier, J., Carrasco, M., Rodríguez, F.A., & Iglesias, X. (2023). Physiological Demands And Motion Analysis Of Elite Foil Fencing. Plos ONE. Https://Doi.Org/10.1371/Journal.Pone.0281600
  5. Campaniço, A.T., Valente, A., Serôdio, R., & Escalera, S. (2018). Data’s Hidden Data: Qualitative Revelations Of Sports Efficiency Analysis Brought By Neural Network Performance Metrics. Motricidade. Https://Doi.Org/10.6063/Motricidade.15984
  6. Chaabene, H., Negra, Y., Bouguezzi, R., Capranica, L., Franchini, E., Prieske, O., Hbacha, H., & Granacher, U. (2018). Tests For The Assessment Of Sport-Specific Performance In Olympic Combat Sports: A Systematic Review With Practical Recommendations. Frontiers In Physiology, 9, 386. Https://Doi.Org/10.3389/Fphys.2018.00386
  7. Chang, C.-C., & Lee, T.-L. (2019). Fencing Tactics Analysis In Broadcast Video: A Point-By-Point Analytical System. IEEE Transactions On Circuits And Systems For Video Technology. Https://Doi.Org/10.1109/TCSVT.2018.2855098
  8. Chen, T. L.-W., Wong, D. W.-C., Wang, Y., Ren, S., Yan, F., & Zhang, M. (2017). Biomechanics Of Fencing Sport: A Scoping Review. Plos ONE, 12(2), E0171578. Https://Doi.Org/10.1371/Journal.Pone.0171578
  9. Chida, K., Inami, T., Yamaguchi, S., Nishioka, T., Yoshida, Y., & Kohtake, N. (2024b). Assessing The Validity Of Two-Dimensional Video Analysis For Measuring Lower Limb Joint Angles During Fencing Lunge. Frontiers In Sports And Active Living. Https://Doi.Org/10.3389/Fspor.2024.1335272
  10. Chida, K., Inami, T., Yamaguchi, S., Yoshida, Y., & Kohtake, N. (2024a). Effects Of Different Target Distances On The Kinematics Of Hip, Knee, And Ankle Joints In The Fencing Lunge. Biomechanics (Switzerland). Https://Doi.Org/10.3390/Biomechanics4020020
  11. Chtara, H., Negra, Y., Chaabene, H., Chtara, M., Cronin, J., & Chaouachi, A. (2020). Validity And Reliability Of A New Test Of Change Of Direction In Fencing Athletes. International Journal Of Environmental Research And Public Health. Https://Doi.Org/10.3390/Ijerph17124545
  12. Cid-Calfucura, I., Herrera-Valenzuela, T., Franchini, E., Falco, C., Alvial-Moscoso, J., Pardo-Tamayo, C., Zapata-Huenullán, C., Ojeda-Aravena, A., & Valdés-Badilla, P. (2023). Effects Of Strength Training On Physical Fitness Of Olympic Combat Sports Athletes: A Systematic Review. International Journal Of Environmental Research And Public Health, 20(4), 3516. Https://Doi.Org/10.3390/Ijerph20043516
  13. Couppé, C., Svensson, R.B., Skovlund, S.V., Jensen, J.K., Eriksen, C.S., Malmgaard-Clausen, N.M., Nybing, J.D., Kjaer, M., & Magnussson, S.P. (2021). Habitual Side-Specific Loading Leads To Structural, Mechanical, And Compositional Changes In The Patellar Tendon Of Young And Senior Lifelong Male Athletes. Journal Of Applied Physiology. Https://Doi.Org/10.1152/Japplphysiol.00202.2021
  14. Da Silva, L. S., Trindade Neto, N. R., Lopes-Silva, J. P., Leandro, C. G., & Silva-Cavalcante, M. D. (2021). Training Protocols And Specific Performance In Judo Athletes: A Systematic Review. Journal Of Strength And Conditioning Research. Https://Doi.Org/10.1519/JSC.0000000000004015
  15. Di Cagno, A., Iuliano, E., Buonsenso, A., Giombini, A., Di Martino, G., Parisi, A., Calcagno, G., & Fiorilli, G. (2020). Effects Of Accentuated Eccentric Training Vs Plyometric Training On Performance Of Young Elite Fencers. Journal Of Sports Science And Medicine.
  16. Fei, Z., & Zhao, C. (2022). Evaluation Algorithm Of Fencing Athletes' Strength Distribution Characteristics Based On Gait Tracking. Mobile Information Systems. Https://Doi.Org/10.1155/2022/3602776
  17. Fischer, G., Kons, R.L., Da Silva, K.C., Pavani, R.M., Berton, D.C., Detanico, D., & Peyrè-Tartaruga, L.A. (2026). Inspiratory Muscle Training In Wheelchair Athletes: Effects On Respiratory Function And Para Fencing Performance. Physical Therapy In Sport. Https://Doi.Org/10.1016/J.Ptsp.2026.101900
  18. Franchini, E., Cormack, S., & Takito, M. Y. (2019). Effects Of High-Intensity Interval Training On Olympic Combat Sports Athletes' Performance And Physiological Adaptation: A Systematic Review. Journal Of Strength And Conditioning Research, 33(1), 242–252. Https://Doi.Org/10.1519/JSC.0000000000002957
  19. Gaviria Chavarro, J., Jiménez Trujillo, Ó.H., Gómez García, M.Á., Zambrano Bermeo, R.N., & Jiménez Cerquera, C. (2026). Sex-Based Differences In The Physical Capacity Profile Of Regional Fencers. Sports. Https://Doi.Org/10.3390/Sports14060238
  20. Gaweł, E., Drozd, M., & Zając, A. (2025). Current Trends In Physical And Physiological Profile Of Elite WKF Karate Athletes: A Systematic Review. BMC Sports Science, Medicine And Rehabilitation, 17, 6. Https://Doi.Org/10.1186/S13102-024-01047-5
  21. Guo, R., Chen, B., & Li, Y. (2024). Deep Learning Methods To Analyze The Forces And Torques In Joints Motion. Applied Sciences (Switzerland). Https://Doi.Org/10.3390/App14156846
  22. Gutiérrez-Davila, M., Rojas, F.J., Gutiérrez-Cruz, C., García, C., & Navarro, E. (2016). Time Required To Initiate A Defensive Reaction To Direct And Feint Attacks In Fencing. Journal Of Applied Biomechanics. Https://Doi.Org/10.1123/Jab.2015-0333
  23. Harfoush, A., & Hossam, M. (2020). Modelling Of A Robot-Arm For Training In Fencing Sport. International Journal Of Intelligent Robotics And Applications. Https://Doi.Org/10.1007/S41315-020-00116-5
  24. Hsu, J.-T., & Chen, Y.-H. (2026). Match Performance Analysis Of Women’s Épée In The 2017–2019 World Fencing Championships. Journal Of Human Kinetics. Https://Doi.Org/10.5114/Jhk/203422
  25. James, L. P., Haff, G. G., Kelly, V. G., & Beckman, E. M. (2016). Towards A Determination Of The Physiological Characteristics Distinguishing Successful Mixed Martial Arts Athletes: A Systematic Review Of Combat Sport Literature. Sports Medicine, 46(10), 1525–1551. Https://Doi.Org/10.1007/S40279-016-0493-1
  26. Kim, H.-B., & Nam, S. S. (2021). Physical Characteristics And Physical Fitness Profiles Of Korean Taekwondo Athletes: A Systematic Review. International Journal Of Environmental Research And Public Health, 18(18), 9624. Https://Doi.Org/10.3390/Ijerph18189624
  27. Kim, H.-C., & Park, K.-J. (2025). Factor Analysis On The Performance Of Elite Male Fencing Athletes. Journal Of Sports Medicine And Physical Fitness. Https://Doi.Org/10.23736/S0022-4707.24.16381-5
  28. Kons, R. L., Orssatto, L. B. R., & Detanico, D. (2020). Acute Performance Responses During Repeated Matches In Combat Sports: A Systematic Review. Journal Of Science And Medicine In Sport, 23(5), 512–518. Https://Doi.Org/10.1016/J.Jsams.2019.12.004
  29. Kurt, A.G., & Acar, M. (2025). Association Of Aerobic Performance With Balance, Anaerobic Power, Agility, And Visual Reaction Time In Fencers. Baltic Journal Of Health And Physical Activity. Https://Doi.Org/10.29359/BJHPA.17.4.05
  30. Lamberti, G., Leccese, F., Salvadori, G., & Fantozzi, F. (2020). Effect Of Exercise On Athletes Performing In Fencing Uniforms: Methodology And Preliminary Results Of The Use Of Infrared Thermography To Detect The Thermal Behaviour Of Fencers. Applied Sciences (Switzerland). Https://Doi.Org/10.3390/App10093296
  31. Li, R., Jumet, B., Ren, H., Song, W., & Tse, Z.T.H. (2020). An Inertial Measurement Unit Tracking System For Body Movement In Comparison With Optical Tracking. Proceedings Of The Institution Of Mechanical Engineers, Part H: Journal Of Engineering In Medicine. Https://Doi.Org/10.1177/0954411920921695
  32. Lockhart, R. A., Et Al. (2022). A Systematic Review On The Biomechanics Of Breakfall Technique (Ukemi) In Relation To Injury In Judo Within The Adult Judoka Population. International Journal Of Environmental Research And Public Health, 19(7), 4259. Https://Doi.Org/10.3390/Ijerph19074259
  33. Magnani, C., & Ait-Said, E.D. (2021). Geometrical Analysis Of Motion Schemes On Fencing Experts From Competition Videos. Plos ONE. Https://Doi.Org/10.1371/Journal.Pone.0261888
  34. Malawski, F. (2021). Depth Versus Inertial Sensors In Real-Time Sports Analysis: A Case Study On Fencing. IEEE Sensors Journal. Https://Doi.Org/10.1109/JSEN.2020.3036436
  35. Malawski, F. (2022). IMMERSIVE FEEDBACK IN FENCING TRAINING USING MIXED REALITY. Computer Science. Https://Doi.Org/10.7494/Csci.2022.23.1.4570
  36. Malawski, F., & Krupa, M. (2023). Temporal Segmentation Of Actions In Fencing Footwork Training. Computer Science Research Notes. Https://Doi.Org/10.24132/CSRN.3301.28
  37. Malawski, F., & Kwolek, B. (2018). Recognition Of Action Dynamics In Fencing Using Multimodal Cues. Image And Vision Computing. Https://Doi.Org/10.1016/J.Imavis.2018.04.005
  38. Marotta, N., Lopresti, E., Longo, U. G., Demeco, A., Lippi, L., Zangari, F., Ammendolia, V., Vecchio, M., Vetrano, M., Invernizzi, M., De Sire, A., & Ammendolia, A. (2026). Role Of Core Training In Judo Athletes: A Systematic Review. Journal Of Clinical Medicine, 15(5), 1897. Https://Doi.Org/10.3390/Jcm15051897
  39. Martín-Ruiz, J., Alarcón-Jiménez, J., De Bernardo, N., Tamarit-Grancha, I., Iglesias, X., & Ruiz-Sanchis, L. (2024b). Muscle Changes During Direct Attack Under Different Conditions In Elite Wheelchair Fencing. Sports. Https://Doi.Org/10.3390/Sports12070188
  40. Martín-Ruiz, J., Alarcón-Jiménez, J., De-Bernardo, N., Iglesias, X., & Ruiz-Sanchis, L. (2024a). Cardiocirculatory, Metabolic, And Perceptual Responses In Elite Wheelchair Fencing Competition. Apunts. Educacion Fisica Y Deportes. Https://Doi.Org/10.5672/Apunts.2014-0983.Es.(2024/3).157.06
  41. Michaelsen, A.N., & Cleland, C.L. (2019). Kinematic Determinants Of Scoring Success In The Fencing Flick: Logistic And Linear Multiple Regression Analysis. Plos ONE. Https://Doi.Org/10.1371/Journal.Pone.0222075
  42. Moher, D., Liberati, A., Tetzlaff, J., & Altman, D. G. (2009). Preferred Reporting Items For Systematic Reviews And Meta-Analyses: The PRISMA Statement. Plos Medicine, 6(7), E1000097. Https://Doi.Org/10.1371/Journal.Pmed.1000097
  43. Ningrum, N.R., Sukamti, E.R., Kurniawan, F., Fauzi, Nugroho, A., Karyono, T.H., Susanto, N., Putra, M.E., & Ryepko, O. (2024). Analysis Of Fencers’ Post-Injury Adjustment: Confirmatory Factor Analysis. Health, Sport, Rehabilitation. Https://Doi.Org/10.58962/HSR.2024.10.3.39-52
  44. Niță, V.-A., & Magyar, P. (2023). Improving Balance And Movement Control In Fencing Using Iot And Real-Time Sensorial Feedback. Sensors. Https://Doi.Org/10.3390/S23249801
  45. Oates, L.W., Campbell, I.G., Iglesias, X., Price, M.J., Muniz-Pumares, D., & Bottoms, L.M. (2019). The Physiological Demands Of Elite Epée Fencers During Competition. International Journal Of Performance Analysis In Sport. Https://Doi.Org/10.1080/24748668.2018.1563858
  46. Page, M. J., Mckenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., ... Moher, D. (2021). The PRISMA 2020 Statement: An Updated Guideline For Reporting Systematic Reviews. BMJ, 372, N71. Https://Doi.Org/10.1136/Bmj.N71
  47. Ren, Y., Sang, H., Huang, S., & Qin, X. (2024). Multistream Adaptive Attention-Enhanced Graph Convolutional Networks For Youth Fencing Footwork Training. Pediatric Exercise Science. Https://Doi.Org/10.1123/Pes.2024-0025
  48. Roa, J.E., Arias, N.D., Gaviria, J., Orejuela, D.F., & Rojas-Padilla, I.C. (2025). From Body To Combat: Physical Characterization Of Fencers According To Their Weapon. Sport Mont. Https://Doi.Org/10.26773/Smj.251007
  49. Shynkaruk, O., Ulan, A., Bondar, A., Iakovenko, O., Strohanov, S., Pavlenko, I., Goncharenko, I., & Krasnianskiy, K. (2020). Left-Handed And Right-Handed Fencers In The International Sports Arena: Specifics Of Their Competitive Activity And Features Of Identification. Physical Education Theory And Methodology. Https://Doi.Org/10.17309/Tmfv.2020.2.01
  50. Sinclair, J., & Bottoms, L. (2019). Gender Specific ACL Loading Patterns During The Fencing Lunge: Implications For ACL Injury Risk. Science And Sports. Https://Doi.Org/10.1016/J.Scispo.2018.05.005
  51. Tarragó, R., Bottoms, L., & Iglesias, X. (2023). Temporal Demands Of Elite Fencing. Plos ONE. Https://Doi.Org/10.1371/Journal.Pone.0285033
  52. Terbalyan, A., Et Al. (2025). Effect Of Post-Activation Performance Enhancement In Combat Sports: A Systematic Review And Meta-Analysis—Part I: General Performance Indicators. Journal Of Functional Morphology And Kinesiology, 10(1), 88. Https://Doi.Org/10.3390/Jfmk10010088
  53. Terbalyan, A., Et Al. (2026). Effect Of Post-Activation Performance Enhancement In Combat Sports: A Systematic Review And Meta-Analysis—Part II: Specific Performance Indicators. Journal Of Functional Morphology And Kinesiology, 11(2), 157. Https://Doi.Org/10.3390/Jfmk11020157
  54. Thomas, J., & Harden, A. (2008). Methods For The Thematic Synthesis Of Qualitative Research In Systematic Reviews. BMC Medical Research Methodology, 8, 45. Https://Doi.Org/10.1186/1471-2288-8-45
  55. Tranfield, D., Denyer, D., & Smart, P. (2003). Towards A Methodology For Developing Evidence-Informed Management Knowledge By Means Of Systematic Review. British Journal Of Management, 14(3), 207-222. Https://Doi.Org/10.1111/1467-8551.00375
  56. Turner, A., Bishop, C., Chavda, S., Edwards, M., Brazier, J., & Kilduff, L.P. (2016). Physical Characteristics Underpinning Lunging And Change Of Direction Speed In Fencing. Journal Of Strength And Conditioning Research. Https://Doi.Org/10.1519/JSC.0000000000001320
  57. Turner, A.N., Bishop, C.J., Cree, J.A., Edwards, M.L., Chavda, S., Read, P.J., & Kirby, D.M.J. (2017). Do Fencers Require A Weapon-Specific Approach To Strength And Conditioning Training?. Journal Of Strength And Conditioning Research. Https://Doi.Org/10.1519/JSC.0000000000001637
  58. Turner, A.N., Marshall, G., Phillips, J., Noto, A., Buttigieg, C., Chavda, S., Downing, W., Atlay, N., Dimitriou, L., & Kilduff, L. (2016). Physical Characteristics Underpinning Repetitive Lunging In Fencing. Journal Of Strength And Conditioning Research. Https://Doi.Org/10.1519/JSC.0000000000001402
  59. Varesco, G., Pageaux, B., Cattagni, T., Sarcher, A., Martinent, G., Doron, J., & Jubeau, M. (2023). Fatigue In Elite Fencing: Effects Of A Simulated Competition. Scandinavian Journal Of Medicine And Science In Sports. Https://Doi.Org/10.1111/Sms.14466
  60. Wang, S.-T., Chang, C.-C., Chao, T., Nicholls, A., & Tsai, Y.-S. (2024). Shoe Choice May Affect Fencing Lunge Attack Performance. Frontiers In Bioengineering And Biotechnology. Https://Doi.Org/10.3389/Fbioe.2024.1276025
  61. Wei, S., & Wei, D. (2024). The Biomechanical Characteristics Of Fencing Lunge Movements And Their Implications For Physical Training. MCB Molecular And Cellular Biomechanics. Https://Doi.Org/10.62617/Mcb555
  62. Witkowski, M., Karpowicz, K., Tomczak, M., & Bronikowski, M. (2019). A Loss Of Precision Of Movements In Fencing Due To Increasing Fatigue During Physical Exercise. Medicina Dello Sport. Https://Doi.Org/10.23736/S0025-7826.19.03383-0
  63. Wylde, M.J., & Yong, L.C. (2015). Time-Motion And Heart-Rate Characteristics Of Adolescent Female Foil Fencers. Journal Of Human Sport And Exercise. Https://Doi.Org/10.14198/Jhse.2015.10.Proc2.09
  64. Xue, C., & Lin, J. (2025). Sports Event Video Sequence Action Recognition Based On LDCT Networks And MTSM Networks. IEEE Access. Https://Doi.Org/10.1109/ACCESS.2025.3546266
  65. Yang, W.-H., Park, J.-H., Shin, Y.-C., & Kim, J. (2022). Physiological Profiling And Energy System Contributions During Simulated Epée Matches In Elite Fencers. International Journal Of Sports Physiology And Performance. Https://Doi.Org/10.1123/Ijspp.2021-0497
  66. Yılmaz, E. A., & Ateş, O. (2025). Taekwondo Kicks At The Center Of Biomechanical Research: Systematic Review. Kinesiology, 57(2), 289–307. Https://Doi.Org/10.26582/K.57.2.13