DocumentCode :
2466271
Title :
Fractional calculus in bioengineering: A tool to model complex dynamics
Author :
Magin, Richard L.
Author_Institution :
Dept. of Bioeng., Univ. of Illinois at Chicago, Chicago, IL, USA
fYear :
2012
fDate :
28-31 May 2012
Firstpage :
464
Lastpage :
469
Abstract :
The premise of this work is that fractional (non-integer order) calculus can provide the basis for a greater understanding of the dynamic processes that occur in biological tissues. Such an understanding is fundamental in bioengineering where engineers seek a simpler description of the underlying multi-scale processes that occur, for example, when tissues are mechanically stressed or strained. Fractional order models work well in physics, electrochemistry and rheology, particularly in describing dielectric, magnetic and viscoelastic materials over extended ranges of time and frequency. In heat transfer and electrochemistry, for example, the half-order fractional integral is the natural integral operator connecting applied gradients (thermal or material) with the resultant diffusion of ions or heat. Can fractional calculus be applied in bioengineering to uncover similar relatively simple links between stress and strain in load-bearing tissues, such as cartilage, the electrical impedance of implanted cardiac pacemaker electrodes, or in predicting changes in the shear modulus of tumors developing in breast tissue? Since the constitutive properties of tissue depend on the micro-scale architecture of the cellular and extracellular networks, the challenge for the bioengineer is to develop new modeling, visualization and assessment tools that better predict the macro-scale mechanical performance from measurements observations at the micro- and nano-scale. In this paper I describe some of the characteristics of fractional calculus that I believe make it well suited for this application, and outline three areas of bioengineering research where fractional calculus is being applied.
Keywords :
bioelectric phenomena; biomechanics; biomedical electrodes; calculus; cardiology; cellular biophysics; electric impedance; electrochemistry; mathematical analysis; pacemakers; shear modulus; stress-strain relations; tumours; viscoelasticity; Can fractional calculus; assessment tools; bioengineering; biological tissues; breast tissue; cellular networks; dielectric materials; dynamic processes; electrical impedance; electrochemistry; extracellular networks; fractional order models; heat transfer; implanted cardiac pacemaker electrodes; ions diffusion; load-bearing tissues strain; load-bearing tissues stress; macroscale mechanical performance; magnetic materials; mechanical stress; microscale architecture; microscale measurement observations; model complex dynamics; multiscale processes; nanoscale measurement observations; natural integral operator; rheology; tumors shear modulus; viscoelastic materials; visualization tools; Biological system modeling; Data models; Fractional calculus; Impedance; Integrated circuit modeling; Springs; biocontrol; dynamic behavior; impedance; mathematical models; stress; tissues; viscous;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Carpathian Control Conference (ICCC), 2012 13th International
Conference_Location :
High Tatras
Print_ISBN :
978-1-4577-1867-0
Type :
conf
DOI :
10.1109/CarpathianCC.2012.6228688
Filename :
6228688
Link To Document :
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