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
Link To Document :
بازگشت