A temperature-based feedback control system for electromagnetic phased-array hyperthermia: theory and simulation.
A hybrid proportional-integral-in-time and cost-minimizing-in-space feedback control system for electromagnetic, deep regional hyperthermia is proposed. The unique features of this controller are that (1) it uses temperature, not specific absorption rate, as the criterion for selecting the relative phases and amplitudes with which to drive the electromagnetic phased-array used for hyperthermia and (2) it requires on-line computations that are all deterministic in duration. The former feature, in addition to optimizing the treatment directly on the basis of a clinically relevant quantity, also allows the controller to sense and react to time- and temperature-dependent changes in local blood perfusion rates and other factors that can significantly impact the temperature distribution quality of the delivered treatment. The latter feature makes it feasible to implement the scheme on-line in a real-time feedback control loop. This is in sharp contrast to other temperature optimization techniques proposed in the literature that generally involve an iterative approximation that cannot be guaranteed to terminate in a fixed amount of computational time. An example of its application is presented to illustrate the properties and demonstrate the capability of the controller to sense and compensate for local, time-dependent changes in blood perfusion rates.
Kowalski
M E
ME
Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA. m.e.kowalski@ieee.org
Jin
J M
JM
D001831:Body Temperature / Q000528:radiation effects; D001833:Body Temperature Regulation; D003198:Computer Simulation; D004574:Electromagnetic Fields; D004867:Equipment Design; D005246:Feedback; D006358:Hot Temperature / Q000627:therapeutic use; D006801:Humans; D006979:Hyperthermia, Induced / Q000295:instrumentation* / Q000379:methods*; D008954:Models, Biological; D009369:Neoplasms / Q000503:physiopathology / Q000628:therapy*; D011786:Quality Control; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D013696:Temperature; D013813:Therapy, Computer-Assisted / Q000295:instrumentation / Q000379:methods