Molecular MIMO: From Theory to Prototype

被引:151
作者
Koo, Bon-Hong [1 ]
Lee, Changmin [1 ]
Yilmaz, H. Birkan [1 ]
Farsad, Nariman [2 ]
Eckford, Andrew [3 ]
Chae, Chan-Byoung [1 ]
机构
[1] Yonsei Univ, Sch Integrated Technol, Yonsei Inst Convergence Technol, Seoul 120749, South Korea
[2] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
[3] York Univ, Dept Elect & Comp Sci, Toronto, ON M3J 2R7, Canada
基金
新加坡国家研究基金会;
关键词
Molecular communication via diffusion; multiple-input multiple-output; interference; Brownian motion; 3-D simulation; symbol detection algorithm; molecular communication testbed; COMMUNICATION; DIFFUSION; MODULATION; CHANNEL; PERFORMANCE; RECEPTION; DESIGN;
D O I
10.1109/JSAC.2016.2525538
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In diffusion-based molecular communication, information transport is governed by diffusion through a fluid medium. The achievable data rates for these channels are very low compared to the radio-based communication system, since diffusion can be a slow process. To improve the data rate, a novel multiple-input multiple-output (MIMO) design for molecular communication is proposed that utilizes multiple molecular emitters at the transmitter and multiple molecular detectors at the receiver (in RF communication these all correspond to antennas). Using particle-based simulators, the channel's impulse response is obtained and mathematically modeled. These models are then used to determine interlink interference (ILI) and intersymbol interference (ISI). It is assumed that when the receiver has incomplete information regarding the system and the channel state, low complexity symbol detection methods are preferred since the receiver is small and simple. Thus, four detection algorithms are proposed-adaptive thresholding, practical zero forcing with channel models excluding/including the ILI and ISI, and Genie-aided zero forcing. The proposed algorithms are evaluated extensively using numerical and analytical evaluations.
引用
收藏
页码:600 / 614
页数:15
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