This paper considers a compensation strategy for respiratory-induced tumour motion for adaptive radiotherapy using a controlled patient support system (PSS). A model predictive control (MPC) scheme for the PSS to track the tumour motion is proposed together with two methods for predicting tumour motion, including a Kalman ¯lter and neural networks. Simulation results using a clinical data set consisting of 27 traces of respiratory motion show the potential of the proposed control strategy.
|Title of host publication||UKACC Control, 2006. Mini Symposia|
|Number of pages||8|
|Publication status||Published - Aug 2006|
Bibliographical noteThis paper was given at the UKACC Control, 2006. Mini Symposia, Glasgow, 31 August 2006
- Adaptive radiotherapy
- Kalman ¯lter
- model predictive control
- tracking control
- tumour motion.
Skworcow, P., Putra, D., Sahih, A., Goodband, J., Haas, O. C. L., Burnham, K. J., & Mills, J. A. (2006). Predictive tracking for respiratory induced motion compensation in adaptive radiotherapy. In UKACC Control, 2006. Mini Symposia (pp. 203-210). IET.