Title :
Electrical Bioimpedance-Controlled Surgical Instrumentation
Author :
Brendle, Christian ; Rein, Benjamin ; Niesche, Annegret ; Korff, Alexander ; Radermacher, Klaus ; Misgeld, Berno ; Leonhardt, Steffen
Author_Institution :
Med. Inf. Technol., RWTH Aachen Univ., Aachen, Germany
Abstract :
A bioimpedance-controlled concept for bone cement milling during revision total hip replacement is presented. Normally, the surgeon manually removes bone cement using a hammer and chisel. However, this procedure is relatively rough and unintended harm may occur to tissue at any time. The proposed bioimpedance-controlled surgical instrumentation improves this process because, for example, most risks associated with bone cement removal are avoided. The electrical bioimpedance measurements enable online process-control by using the milling head as both a cutting tool and measurement electrode at the same time. Furthermore, a novel integrated surgical milling tool is introduced, which allows acquisition of electrical bioimpedance data for online control; these data are used as a process variable. Process identification is based on finite element method simulation and on experimental studies with a rapid control prototyping system. The control loop design includes the identified process model, the characterization of noise as being normally distributed and the filtering, which is necessary for sufficient accuracy ( ±0.5 mm). Also, in a comparative study, noise suppression is investigated in silico with a moving average filter and a Kalman filter. Finally, performance analysis shows that the bioimpedance-controlled surgical instrumentation may also performs effectively at a higher feed rate (e.g., 5 mm/s).
Keywords :
Kalman filters; bioelectric phenomena; biomedical electrodes; bone; cutting tools; data acquisition; electric impedance measurement; finite element analysis; medical signal processing; orthopaedics; prosthetics; signal denoising; surgery; Kalman filter; average filter; bioimpedance-controlled surgical instrumentation; bone cement milling; control loop design; cutting tool; electrical bioimpedance data; electrical bioimpedance measurements; electrical bioimpedance-controlled surgical instrumentation; finite element method; integrated surgical milling tool; measurement electrode; milling head; noise characterization; noise suppression; online control; online process-control; performance analysis; process identification; rapid control prototyping system; total hip replacement; Biological system modeling; Biomedical measurement; Impedance; Instruments; Milling; Noise; Surgery; Bone cement removal; electrical bioimpedance; process control; surgical instrumentation; total hip replacement;
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TBCAS.2014.2363211