Dr. Alejandro Melendez-Calderon has an interdisciplinary background in robotics and biomedical engineering with extensive experience in human augmentation technologies used in medicine (robotics, wearable devices) and computational approaches to understand human neuromuscular control (unimpaired, stroke and SCI population). He has over 18 years of experience gained in academic, clinical and industrial environments.
He leads the NeuroEngineering, Rehabilitation and Medical Robotics group at UQ, and is currently a Senior Lecturer within the School of Information Technology and Electrical Engineering and the School of Health and Rehabilitation Sciences (affiliate) at the University of Queensland (Australia; Jan 2020-present). He is also a Principal Research Fellow at the Jamieson Trauma Institute, Queensland Health (Australia, Jun 2022-present).
Work experience | Clinical - He was previously a Senior Research Scientist and acting Head of Technology at the cereneo Advanced Rehabilitation Institute / cereneo Center for Neurology and Rehabilitation (Switzerland; 2017-2019), where he led and conducted research in the area of neuromechanics of movement deficits after stroke. He was also an Adjunct Assistant Professor at the Department of Physical Medicine & Rehabilitation, Northwestern University (USA; 2014-2020) and a postdoctoral research fellow at the Shirley Ryan AbilityLab (formerly Rehabilitation Institute of Chicago) (2012-2013), where he conducted research in cross-modal multisensory interactions and assessment of neuromuscular impairments. Medical industry - He led the areas of Robotic Hand Rehabilitation and Assessments, and work on adaptive control of robotic trainers (arm and legs) at Hocoma AG (Switzerland; 2014-2016), one of the world-leading manufacturers of robotic and wearable technologies for rehabilitation. Academic research - He was a Guest Researcher at ETH Zurich (Switzerland; 2016-2019), where he conducted research in biomechanics and motor control/learning. He received his PhD degree from Imperial College London (UK; 2007-2011) for research in robotics, rehabilitation and human motor control.
Interests | Dr. Melendez-Calderon has a scientific interest in understanding principled mechanisms of human behavior, in particular related to movement control/learning and physical interaction; his technical interests are in robotics and computational modeling for medical diagnostics, assistive applications & (bio)medical education.
Journal Article: Competition increases the effort put into a physical interaction task
Takagi, Atsushi, Bagnato, Carlo, Melendez-Calderon, Alejandro, Jarrassé, Nathanaël, Ganesh, Gowrishankar and Burdet, Etienne (2023). Competition increases the effort put into a physical interaction task. IEEE Transactions on Haptics, PP (99), 1-7. doi: 10.1109/toh.2023.3306794
Journal Article: Comparing algorithms for assessing upper limb use with inertial measurement units
Subash, Tanya, David, Ann, ReetaJanetSurekha, StephenSukumaran, Gayathri, Sankaralingam, Samuelkamaleshkumar, Selvaraj, Magimairaj, Henry Prakash, Malesevic, Nebojsa, Antfolk, Christian, SKM, Varadhan, Melendez-Calderon, Alejandro and Balasubramanian, Sivakumar (2022). Comparing algorithms for assessing upper limb use with inertial measurement units. Frontiers in Physiology, 13 1023589, 1-13. doi: 10.3389/fphys.2022.1023589
Conference Publication: Continuous gait phase recognition and prediction using LSTM network across walking speeds and inclinations
Lu, Linjun, Liu, Siyu, Zhou, Zhiyong, Sun, Jiantao, Melendez-Calderon, Alejandro and Guo, Zhao (2022). Continuous gait phase recognition and prediction using LSTM network across walking speeds and inclinations. 7th IEEE International Conference on Advanced Robotics and Mechatronics, Guilin, China, 9-11 July 2022. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icarm54641.2022.9959678
(2023–2024) Bionics Queensland Challenge
Soft robotic catheters for minimally invasive surgery
(2022–2023) Metro North Hospital and Health Service
A step forward against ageing: wearable assistive devices in fit and frailer older people
(2021–2023) Metro South Hospital and Health Service
Upper-limb assessment of neuromuscular impariments using robotics and computer vision
Doctor Philosophy
Neuroprosthesis for restoring grasping function using noninvasive electrical stimulation
Doctor Philosophy
Competition increases the effort put into a physical interaction task
Takagi, Atsushi, Bagnato, Carlo, Melendez-Calderon, Alejandro, Jarrassé, Nathanaël, Ganesh, Gowrishankar and Burdet, Etienne (2023). Competition increases the effort put into a physical interaction task. IEEE Transactions on Haptics, PP (99), 1-7. doi: 10.1109/toh.2023.3306794
Comparing algorithms for assessing upper limb use with inertial measurement units
Subash, Tanya, David, Ann, ReetaJanetSurekha, StephenSukumaran, Gayathri, Sankaralingam, Samuelkamaleshkumar, Selvaraj, Magimairaj, Henry Prakash, Malesevic, Nebojsa, Antfolk, Christian, SKM, Varadhan, Melendez-Calderon, Alejandro and Balasubramanian, Sivakumar (2022). Comparing algorithms for assessing upper limb use with inertial measurement units. Frontiers in Physiology, 13 1023589, 1-13. doi: 10.3389/fphys.2022.1023589
Cardoso, Lucas R. L., Bochkezanian, Vanesa, Forner-Cordero, Arturo, Melendez-Calderon, Alejandro and Bo, Antonio P. L. (2022). Soft robotics and functional electrical stimulation advances for restoring hand function in people with SCI: a narrative review, clinical guidelines and future directions. Journal of NeuroEngineering and Rehabilitation, 19 (1) 66, 1-24. doi: 10.1186/s12984-022-01043-1
A framework for sensor-based assessment of upper-limb functioning in hemiparesis
David, Ann, Subash, Tanya, Varadhan, S. K.M., Melendez-Calderon, Alejandro and Balasubramanian, Sivakumar (2021). A framework for sensor-based assessment of upper-limb functioning in hemiparesis. Frontiers in Human Neuroscience, 15 667509, 667509. doi: 10.3389/fnhum.2021.667509
Estimating movement smoothness from inertial measurement units
Melendez-Calderon, Alejandro, Shirota, Camila and Balasubramanian, Sivakumar (2021). Estimating movement smoothness from inertial measurement units. Frontiers in Bioengineering and Biotechnology, 8 558771, 558771. doi: 10.3389/fbioe.2020.558771
The dominant limb preferentially stabilizes posture in a bimanual task with physical coupling
Takagi, A., Maxwell, S., Melendez-Calderon, A. and Burdet, E. (2020). The dominant limb preferentially stabilizes posture in a bimanual task with physical coupling. Journal of Neurophysiology, 123 (6), 2154-2160. doi: 10.1152/jn.00047.2020
Radder, Bob, Prange-Lasonder, Gerdienke B., Kottink, Anke I.R., Holmberg, Johnny, Sletta, Kristin, van Dijk, Manon, Meyer, Thomas, Melendez-Calderon, Alejandro, Buurke, Jaap H. and Rietman, Johan S. (2019). Home rehabilitation supported by a wearable soft-robotic device for improving hand function in older adults: a pilot randomized controlled trial. PLoS ONE, 14 (8) e0220544, e0220544. doi: 10.1371/journal.pone.0220544
Shirota, Camila, Balasubramanian, Sivakumar and Melendez-Calderon, Alejandro (2019). Technology-aided assessments of sensorimotor function: current use, barriers and future directions in the view of different stakeholders. Journal of NeuroEngineering and Rehabilitation, 16 (1) 53, 53. doi: 10.1186/s12984-019-0519-7
An adaptive and hybrid end-point/joint impedance controller for lower limb exoskeletons
Maggioni, Serena, Reinert, Nils, Lünenburger, Lars and Melendez-Calderon, Alejandro (2018). An adaptive and hybrid end-point/joint impedance controller for lower limb exoskeletons. Frontiers Robotics AI, 5 (OCT) 104. doi: 10.3389/frobt.2018.00104
Feasibility of a wearable soft-robotic glove to support impaired hand function in stroke patients
Radder, Bob, Prange-Lasonder, Gerdienke B., Kottink, Anke I. R., Melendez-Calderon, Alejandro, Buurke, Jaap H. and Rietman, Johan S. (2018). Feasibility of a wearable soft-robotic glove to support impaired hand function in stroke patients. Journal of Rehabilitation Medicine, 50 (7), 598-606. doi: 10.2340/16501977-2357
Transfer of dynamic motor skills acquired during isometric training to free motion
Melendez-Calderon, Alejandro, Tan, Michael, Bittmann, Moria Fisher, Burdet, Etienne and Patton, James L. (2017). Transfer of dynamic motor skills acquired during isometric training to free motion. Journal of Neurophysiology, 118 (1), 219-233. doi: 10.1152/jn.00614.2016
Shirota, Camila, Jansa, Jelka, Diaz, Javier, Balasubramanian, Sivakumar, Mazzoleni, Stefano, Borghese, N. Alberto and Melendez-Calderon, Alejandro (2016). On the assessment of coordination between upper extremities: Towards a common language between rehabilitation engineers, clinicians and neuroscientists. Journal of NeuroEngineering and Rehabilitation, 13 (1) 80, 80. doi: 10.1186/s12984-016-0186-x
Robot-aided assessment of lower extremity functions: a review
Maggioni, Serena, Melendez-Calderon, Alejandro, Van Asseldonk, Edwin, Klamroth-Marganska, Verena, Lünenburger, Lars, Riener, Robert and Van Der Kooij, Herman (2016). Robot-aided assessment of lower extremity functions: a review. Journal of NeuroEngineering and Rehabilitation, 13 (1) 72. doi: 10.1186/s12984-016-0180-3
Sensory agreement guides kinetic energy optimization of arm movements during object manipulation
Farshchiansadegh, Ali, Melendez-Calderon, Alejandro, Ranganathan, Rajiv, Murphey, Todd D. and Mussa-Ivaldi, Ferdinando A. (2016). Sensory agreement guides kinetic energy optimization of arm movements during object manipulation. PLoS Computational Biology, 12 (4) e1004861, e1004861. doi: 10.1371/journal.pcbi.1004861
On the analysis of movement smoothness
Balasubramanian, Sivakumar, Melendez-Calderon, Alejandro, Roby-Brami, Agnes and Burdet, Etienne (2015). On the analysis of movement smoothness. Journal of NeuroEngineering and Rehabilitation, 12 (1) 112. doi: 10.1186/s12984-015-0090-9
Interpersonal strategies for disturbance attenuation during a rhythmic joint motor action
Melendez-Calderon, A., Komisar, V. and Burdet, E. (2015). Interpersonal strategies for disturbance attenuation during a rhythmic joint motor action. Physiology and Behavior, 147, 348-358. doi: 10.1016/j.physbeh.2015.04.046
Motor adaptation with passive machines: a first study on the effect of real and virtual stiffness
Tommasino, P., Melendez-Calderon, A., Burdet, E. and Campolo, D. (2014). Motor adaptation with passive machines: a first study on the effect of real and virtual stiffness. Computer Methods and Programs in Biomedicine, 116 (2), 145-155. doi: 10.1016/j.cmpb.2013.12.019
An fMRI compatible wrist robotic interface to study brain development in neonates
Allievi, A. G., Melendez-Calderon, A., Arichi, T., Edwards, A. D. and Burdet, E. (2013). An fMRI compatible wrist robotic interface to study brain development in neonates. Annals of Biomedical Engineering, 41 (6), 1181-1192. doi: 10.1007/s10439-013-0782-x
Development of BOLD signal hemodynamic responses in the human brain
Arichi, Tomoki, Fagiolo, Gianlorenzo, Varela, Marta, Melendez-Calderon, Alejandro, Allievi, Alessandro, Merchant, Nazakat, Tusor, Nora, Counsell, Serena J., Burdet, Etienne, Beckmann, Christian F. and Edwards, A. David (2012). Development of BOLD signal hemodynamic responses in the human brain. NeuroImage, 63 (2), 663-673. doi: 10.1016/j.neuroimage.2012.06.054
A robust and sensitive metric for quantifying movement smoothness
Balasubramanian, Sivakumar, Melendez-Calderon, Alejandro and Burdet, Etienne (2012). A robust and sensitive metric for quantifying movement smoothness. IEEE Transactions on Biomedical Engineering, 59 (8) 6104119, 2126-2136. doi: 10.1109/TBME.2011.2179545
Force field adaptation can be learned using vision in the absence of proprioceptive error
Melendez-Calderon, Alejandro, Masia, Lorenzo, Gassert, Roger, Sandini, Giulio and Burdet, Etienne (2011). Force field adaptation can be learned using vision in the absence of proprioceptive error. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 19 (3) 5784420, 298-306. doi: 10.1109/TNSRE.2011.2125990
Somatosensory cortical activation identified by functional MRI in preterm and term infants
Arichi, T., Moraux, A., Melendez, A., Doria, V., Groppo, M., Merchant, N., Combs, S., Burdet, E., Larkman, D. J., Counsell, S. J., Beckmann, C. F. and Edwards, A. D. (2010). Somatosensory cortical activation identified by functional MRI in preterm and term infants. NeuroImage, 49 (3), 2063-2071. doi: 10.1016/j.neuroimage.2009.10.038
Lu, Linjun, Liu, Siyu, Zhou, Zhiyong, Sun, Jiantao, Melendez-Calderon, Alejandro and Guo, Zhao (2022). Continuous gait phase recognition and prediction using LSTM network across walking speeds and inclinations. 7th IEEE International Conference on Advanced Robotics and Mechatronics, Guilin, China, 9-11 July 2022. New York, NY USA: Institute of Electrical and Electronics Engineers. doi: 10.1109/icarm54641.2022.9959678
Melendez-Calderon, Alejandro and Maggioni, Serena (2022). Challenges in adaptive robot-assisted gait training: the balancing act of minimizing assistance while preserving safety. 5th International Conference on Neurorehabilitation (ICNR2020), Virtual, 13-16 October 2020. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-030-70316-5_7
Jarrett, Christopher, Shirota, Camila, McDaid, Andrew, Piovesan, Davide and Melendez-Calderon, Alejandro (2019). A framework for closing the loop between human experts and computational algorithms for the assessment of movement disorders. IEEE 16th International Conference on Rehabilitation Robotics (ICORR), Toronto, ON, Canada, 24-28 June 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICORR.2019.8779458
The effect of skill level matching in dyadic interaction on learning of a tracing task
Kager, Simone, Hussain, Asif, Cherpin, Adele, Melendez-Calderon, Alejandro, Takagi, Atsushi, Endo, Satoshi, Burdet, Etienne, Hirche, Sandra, Ang, Marcelo H. and Campolo, Domenico (2019). The effect of skill level matching in dyadic interaction on learning of a tracing task. IEEE 16th International Conference on Rehabilitation Robotics (ICORR), Toronto, ON, Canada, 24-28 June 2019. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICORR.2019.8779485
Reference trajectory adaptation to improve human-robot interaction: a database-driven approach
Haufe, F. L., Maggioni, S. and Melendez-Calderon, A. (2018). Reference trajectory adaptation to improve human-robot interaction: a database-driven approach. 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, United States, 18-21 July 2018. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers . doi: 10.1109/EMBC.2018.8512604
Prange-Lasonder, Gerdienke B., Radder, Bob, Kottink, Anke I. R., Melendez-Calderon, Alejandro, Buurke, Jaap H. and Rietman, Johan S. (2017). Applying a soft-robotic glove as assistive device and training tool with games to support hand function after stroke: preliminary results on feasibility and potential clinical impact. International Conference on Rehabilitation Robotics (ICORR), London, United Kingdom, 17-20 July 2017. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICORR.2017.8009444
Melendez-Calderon, A., Rodrigues, E., Thielbar, K. and Patton, J. L. (2017). Movement therapy without moving - first results on isometric movement training for post-stroke rehabilitation of arm function. International Conference on Rehabilitation Robotics (ICORR), London, United Kingdom, 17-20 July 2017. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICORR.2017.8009230
Radder, B., Prange-Lasonder, G. B., Kottink, A. I.R., Gaasbeek, L., Holmberg, J., Melendez-Calderon, A., Buurke, J. H. and Rietman, J. S. (2017). User acceptance of a therapeutic system that enables hand training exercises in a motivating environment. 3rd International Conference on NeuroRehabilitation (ICNR2016), Segovia, Spain, 18-21 October 2016 . Cham, Switzerland: Springer. doi: 10.1007/978-3-319-46669-9_204
A bio-inspired robotic test bench for repeatable and safe testing of rehabilitation robots
Maggioni, S., Stucki, S., Lunenburger, L., Riener, R. and Melendez-Calderon, A. (2016). A bio-inspired robotic test bench for repeatable and safe testing of rehabilitation robots. 6th IEEE International Conference on Biomedical Robotics and Biomechatronics (BioRob 2016), Singapore, Singapore, 26-29 June 2016. IEEE Computer Society. doi: 10.1109/BIOROB.2016.7523741
Acquisition of motor skills in isometric conditions through synesthetic illusions of movement
Melendez-Calderon, Alejandro, Fisher, Moria, Tan, Michael, Burdet, Etienne and Patton, James L. (2015). Acquisition of motor skills in isometric conditions through synesthetic illusions of movement. 2015 IEEE World Haptics Conference (WHC), Evanston, IL, United States, 22-26 June 2015. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/WHC.2015.7177749
Robot-aided assessment of walking function based on an adaptive algorithm
Maggioni, Serena, Lunenburger, Lars, Riener, Robert and Melendez-Calderon, Alejandro (2015). Robot-aided assessment of walking function based on an adaptive algorithm. 2015 IEEE International Conference on Rehabilitation Robotics (ICORR), Singapore, Singapore, 11-14 August 2015. Piscataway, NJ, United States: IEEE Computer Society. doi: 10.1109/ICORR.2015.7281301
Upper limb functional assessment of children with cerebral palsy using a sorting box
Quijano-Gonzalez, Y., Melendez-Calderon, A., Burdet, E., Chong-Quero, J. E., Villanueva-Ayala, D. and Pérez-Moreno, J. C. (2014). Upper limb functional assessment of children with cerebral palsy using a sorting box. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Chicago, IL, United States, 26-30 August 2014. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/EMBC.2014.6944087
Piovesan, D., Melendez-Calderon, A. and Mussa-Ivaldi, F. A. (2013). Haptic perception of multi-joint hypertonia during simulated patient-therapist physical tele-interaction. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Osaka, Japan, 3-7 July 2013. IEEE. doi: 10.1109/EMBC.2013.6610457
Haptic recognition of dystonia and spasticity in simulated multi-joint hypertonia
Piovesan, D., Melendez-Calderon, A. and Mussa-Ivaldi, F. A. (2013). Haptic recognition of dystonia and spasticity in simulated multi-joint hypertonia. 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR), Seattle, WA, United States, 24-26 June 2013. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/ICORR.2013.6650449
Therapist recognition of impaired muscle groups in simulated multi-joint hypertonia
Melendez-Calderon, A., Piovesan, D. and Mussa-Ivaldi, F. A. (2013). Therapist recognition of impaired muscle groups in simulated multi-joint hypertonia. 2013 IEEE 13th International Conference on Rehabilitation Robotics (ICORR), Seattle, WA, United States, 24-26 June 2013. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers (IEEE). doi: 10.1109/ICORR.2013.6650425
Hi5: A versatile dual-wrist device to study human-human interaction and bimanual control
Melendez-Calderon, A., Bagutti, L., Pedrono, B. and Burdet, E. (2011). Hi5: A versatile dual-wrist device to study human-human interaction and bimanual control. IEEE. doi: 10.1109/IROS.2011.6048068
Classification of strategies for disturbance attenuation in human-human collaborative tasks
Melendez-Calderon, A., Komisar, V., Ganesh, G. and Burdet, E. (2011). Classification of strategies for disturbance attenuation in human-human collaborative tasks. doi: 10.1109/IEMBS.2011.6090660
ReachMAN to help sub-acute patients training reaching and manipulation
Yeong, Che Fai, Baker, Karen, Melendez-Calderon, Alejandro, Burdet, Etienne and Playford, E. Diane (2010). ReachMAN to help sub-acute patients training reaching and manipulation. doi: 10.1109/RAMECH.2010.5513206
ReachMAN: A personal robot to train reaching and manipulation
Yeong, Che Fai, Melendez-Calderon, Alejandro, Gassert, Roger and Burdet, Etienne (2009). ReachMAN: A personal robot to train reaching and manipulation. IEEE. doi: 10.1109/IROS.2009.5354837
Force field compensation can be learned without proprioceptive error
Melendez-Calderon, A., Masia, L., Casadio, M. and Burdet, E. (2009). Force field compensation can be learned without proprioceptive error. Springer Verlag. doi: 10.1007/978-3-642-03889-1-102
Yeong, Che Fai, Melendez-Calderon, Alejandro and Burdet, Etienne (2009). Analysis of pick-and-place, eating and drinking movements for the workspace definition of simple robotic devices. doi: 10.1109/ICORR.2009.5209475
Comparison of different fuzzy controllers for powered prosthetic gait
Caltenco-Arciniega, H. A., Meléndez-Calderón, A., Došen, S. and Chong-Quero, J. E. (2007). Comparison of different fuzzy controllers for powered prosthetic gait. doi: 10.1109/CERMA.2007.4367761
On-line simulation tool for the design and analysis of lower-limb prosthetic devices
Meléndez-Calderón, A., Caltenco-Arciniega, H. A., Došen, S. and Chong-Quero, J. E. (2007). On-line simulation tool for the design and analysis of lower-limb prosthetic devices. doi: 10.1109/ICEEE.2007.4344983
Human-inspired walking-style for a low-cost biped prototype
Aceves-López, Alejandro and Meléndez-Calderón, Alejandro (2006). Human-inspired walking-style for a low-cost biped prototype. doi: 10.1109/LARS.2006.334339
Reliability of discrete-event control at coordination level for a powered transfemoral prosthesis
Caltenco-Arciniega, H. A., Popović, D. B., Meléndez-Calderón, A. and Chong-Quero, J. E. (2006). Reliability of discrete-event control at coordination level for a powered transfemoral prosthesis. IEEE Computer Society. doi: 10.1109/CONIELECOMP.2006.50
(2023–2024) Bionics Queensland Challenge
Soft robotic catheters for minimally invasive surgery
(2022–2023) Metro North Hospital and Health Service
A step forward against ageing: wearable assistive devices in fit and frailer older people
(2021–2023) Metro South Hospital and Health Service
SEOUL: Sensory Experiences in Occupational therapy for Upper Limbs
(2021–2022) Bionics Queensland Challenge
Upper-limb assessment of neuromuscular impariments using robotics and computer vision
Doctor Philosophy — Principal Advisor
Other advisors:
Neuroprosthesis for restoring grasping function using noninvasive electrical stimulation
Doctor Philosophy — Associate Advisor