DocumentCode
1755466
Title
Molecular Communication Noise and Capacity Analysis for Particulate Drug Delivery Systems
Author
Chahibi, Youssef ; Akyildiz, I.F.
Author_Institution
Broadband Wireless Networking Lab., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
62
Issue
11
fYear
2014
fDate
Nov. 2014
Firstpage
3891
Lastpage
3903
Abstract
Particulate Drug Delivery Systems (PDDS) are therapeutic methods that use nanoparticles to achieve their healing effects at the exact time, concentration level of drug nanoparticles, and location in the body, while minimizing the effects on other healthy locations. The Molecular Communication (MC) paradigm, where the transmitted message is the drug injection process, the channel is the cardiovascular system, and the received message is the drug reception process, has been investigated as a tool to study nanoscale biological and medical systems in recent years. In this paper, the various noise effects that cause uncertainty in the cardiovascular system are analyzed, modeled, and evaluated from the information theory perspective. Analytical MC noises are presented to include all end-to-end noise effects, from the drug injection, to the absorption of drug nanoparticles by the diseased cells, in the presence of a time-varying and turbulent blood flow. The PDDS capacity is derived analytically including all these noise effects and the constraints on the drug injection. The proposed MC noise is validated by using the kinetic Monte-Carlo simulation technique. Analytical expressions of the noise and the capacity are derived, and MC is presented as a framework for the optimization of particulate drug delivery systems (PDDS).
Keywords
Monte Carlo methods; blood; cardiovascular system; cellular biophysics; diseases; drug delivery systems; drugs; haemodynamics; nanomedicine; nanoparticles; optimisation; time-varying channels; PDDS capacity; analytical MC noises; capacity analysis; cardiovascular system; diseased cells; drug injection process; drug nanoparticle absorption; drug nanoparticle concentration level; drug reception process; end-to-end noise effects; healing effects; healthy locations; information theory perspective; kinetic Monte-Carlo simulation; molecular communication noise; molecular communication paradigm; nanoscale biological systems; nanoscale medical systems; optimization; particulate drug delivery systems; therapeutic methods; time-varying blood flow; transmitted message; turbulent blood flow; Blood; Chemicals; Drug delivery; Drugs; Nanoparticles; Noise; Capacity; Communication Channels; Drug Delivery Systems; Drug delivery systems; Intra-Body Communication; Kinetic Monte-Carlo; Molecular Communication; Nanonetworks; Noise modeling; Time-varying Channels; capacity; communication channels; intra-body communication; kinetic Monte-Carlo; molecular communication; nanonetworks; noise modeling; time-varying channels;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/TCOMM.2014.2360678
Filename
6912982
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