Article

Santhiranayagam, Braveena K, Sparrow, William A, Lai, Daniel ORCID: 0000-0003-3459-7709 and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2017) Non-MTC gait cycles: An adaptive toe trajectory control strategy in older adults. Gait and Posture, 53. 73 - 79. ISSN 0966-6362

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Sparrow, William A and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2015) A machine learning approach to estimate Minimum Toe Clearance using Inertial Measurement Units. Journal of Biomechanics, 48 (16). 4309 - 4316. ISSN 0021-9290

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709 and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2015) Support vector machines for young and older gait classification using inertial sensor kinematics at minimum toe clearance. EAI Endorsed Transactions on Pervasive Health and Technology, 16 (7). 173 - 178. ISSN 2411-7145

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Sparrow, William A and Begg, Rezaul ORCID: 0000-0002-3195-8591 (2015) Minimum toe clearance events in divided attention treadmill walking in older and young adults: A cross-sectional study. Journal of NeuroEngineering and Rehabilitation, 12. 2 - 9. ISSN 1743-0003

Shilton, A, Lai, Daniel ORCID: 0000-0003-3459-7709, Santhiranayagam, Braveena K and Palaniswami, M (2012) A Note on Octonionic Support Vector Regression. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42 (3). pp. 950-955. ISSN 1083-4419 (print) 1941-0492 (online)

Book Section

Lai, Daniel ORCID: 0000-0003-3459-7709, Santhiranayagam, Braveena K, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2012) Sensor Networks in Healthcare: A new paradigm for improving future global health. In: Healthcare Sensor Networks: challenges towards practical implementation. Begg, Rezaul, Palaniswami, M and Lai, Daniel, eds. Chemical Rubber Company (CRC) Press, Boca Raton, pp. 1-20.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2011) Estimation of end point foot clearance points from inertial sensor data. In: 2011 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE, Piscataway, N.J., pp. 6503-6506.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2011) Regression Models for Estimating Gait Parameters Using Inertial Sensors. In: 2011 Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2011). IEEE, United States, pp. 46-51.

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2010) Correlations between end point foot trajectories and inertial sensor data. In: ISSNIP : proceedings of the 2010 Sixth International Conference on Intelligent Sensors, Sensor Networks and Information Processing : 7-10 December 2010, Brisbane, Australia. Marusic, S, Palaniswami, M, Gubbi, J and Corkeron, Peter J, eds. IEEE, Piscataway, N.J., pp. 315-320.

Conference or Workshop Item

Santhiranayagam, Braveena K, Lai, Daniel ORCID: 0000-0003-3459-7709, Shilton, A, Begg, Rezaul ORCID: 0000-0002-3195-8591 and Palaniswami, M (2013) Autonomous detection of different walking tasks using end point foot trajectory vertical displacement data. In: 2013 IEEE Eight International Conference on Intelligent Sensors, Sensor Networks and Information Processing, 02 April 2014-05 April 2014, Melbourne, VIC.

Thesis

Santhiranayagam, Braveena K (2016) Machine-Learning Applications to Gait Biomechanics using Inertial Sensor Signals. PhD thesis, Victoria University.