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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

作者： Rogers, Uri Cain, Tobias Koh, Min-Sung Eastern Washington Univ Sch Comp & Engn Sci Cheney WA 99004 USA

ISBN: (纸本)9781509041176

This paper explores in vivo disease detection by nanomachines sensing signature biomarkers in an aqueous medium via the principles of molecular distributed detection from a theoretical perspective. The biomarker propagation model is based on solutions to the Fokker-Plank equation, where comparisons in model accuracy between one-dimensional and three-dimesional variants are compared and contrasted. The impact of biomarker absorption by the nanomachines and the subsequent nonlinear spatial dependence induced will also be discussed relative to optimal distributed detection performance.

关键词： molecular distributed detection MDD Dependent Observations

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Parallel molecular distributed detection With Brownian Motion

IEEE TRANSACTIONS ON NANOBIOSCIENCE

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IEEE TRANSACTIONS ON NANOBIOSCIENCE 2016年第8期15卷 871-880页

作者： Rogers, Uri Koh, Min-Sung Eastern Washington Univ Sch Comp & Engn Sci Cheney WA 99004 USA

This paper explores the in vivo distributed detection of an undesired biological agent's (BAs) biomarkers by a group of biological sized nanomachines in an aqueous medium under drift. The term distributed, indicates that the system information relative to the BAs presence is dispersed across the collection of nanomachines, where each nanomachine possesses limited communication, computation, and movement capabilities. Using Brownian motion with drift, a probabilistic detection and optimal data fusion framework, coined molecular distributed detection, will be introduced that combines theory from both molecular communication and distributed detection. Using the optimal data fusion framework as a guide, simulation indicates that a sub-optimal fusion method exists, allowing for a significant reduction in implementation complexity while retaining BA detection accuracy.

关键词： Brownian motion data fusion MDD molecular communication molecular distributed detection

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On spatial dependency in molecular distributed detection

On spatial dependency in molecular distributed detection

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IEEE International Conference on Acoustics, Speech and Signal Processing

作者： Uri Rogers Tobias Cain Min-Sung Koh School of Computing and Engineering Sciences Eastern Washington University Cheney 99004 USA

ISBN: (纸本)9781509041183

关键词： molecular distributed detection MDD Dependent Observations Nanomachines Distribute Biological Markers Spatial Dependency aqueous media Disease diagnosis SPACE DEPENDENCE

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Exploring molecular distributed detection

Exploring Molecular Distributed Detection

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IEEE International Conference on Nano/molecular Medicine and Engineering

作者： Uri Rogers Min-Sung Koh School of Computing and Engineering Sciences Eastern Washington University Cheney WA 99004

ISBN: (纸本)9781467396738

Chemical-exchange provides a fundamental mechanism by which microorganisms and biological cells communicate. Using this concept and the idea of biological sized nanomachines, this paper explores the detection of a undesired biological agent in a distributed setting. distributed in the sense that the system information is dispersed across the nanomachines, each possessing limited communication capabilities. To study this problem, the molecular distributed detection system is divided into four major components. The first is the biological agent itself. The second is a collection of autonomous nano-sized sensors, capable of observing the environment, and releasing a certain type of communication molecule directly related to that observation. The third is an aqueous molecular transmission channel under drift, modeled using Brownian motion. The fourth is a fusion stage that collects the communication molecules and fuses this information to determine if a biological agent is present or not. Using this framework, we explore biological agent detection performance using optimal and suboptimal fusion rules in a parallel topology for diverse potential applications.

关键词： Brownian Motion molecular Communication molecular distributed detection

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