多接收机自由扩散分子通信信道建模
Channel modeling of molecular communication via free diffusion with multiple receiver
- 通信学报 2021年42卷第7期 页码：107-116
- 作者机构：
江苏大学计算机科学与通信工程学院，江苏 镇江 212013
- 作者简介：
[ "孙卓（1994− ），男，吉林镇赉人，江苏大学博士生，主要研究方向为分子通信" ]
[ "鲍煦（1982− ），男，江苏靖江人，博士，江苏大学教授、博士生导师，主要研究方向为分子通信、智慧无线通信、纳米传感网技术" ]
[ "林颉（1994− ），女，福建平潭人，江苏大学硕士生，主要研究方向为分子通信" ]
[ "张文策（1987− ），男，河北保定人，博士，江苏大学副教授、硕士生导师，主要研究方向为分子通信、大规模 MIMO、智能反射面技术" ]
- 基金信息：江苏省重点研发计划基金资助项目(BE2018108);国家自然科学基金资助项目(61772243);江苏省六大人才高峰高层次人才计划资助项目(XYDXX-115)
DOI：10.11959/j.issn.1000-436x.2021151
中图分类号： TN92-
网络首发：2021-07，
纸质出版：2021-07-25
- 稿件说明：
移动端阅览
孙卓, 鲍煦, 林颉, 等. 多接收机自由扩散分子通信信道建模[J]. 通信学报, 2021,42(7):107-116.
Zhuo SUN, Xu BAO, Jie LIN, et al. Channel modeling of molecular communication via free diffusion with multiple receiver[J]. Journal on Communications, 2021, 42(7): 107-116.
孙卓, 鲍煦, 林颉, 等. 多接收机自由扩散分子通信信道建模[J]. 通信学报, 2021,42(7):107-116. DOI： 10.11959/j.issn.1000-436x.2021151.
Zhuo SUN, Xu BAO, Jie LIN, et al. Channel modeling of molecular communication via free diffusion with multiple receiver[J]. Journal on Communications, 2021, 42(7): 107-116. DOI： 10.11959/j.issn.1000-436x.2021151.
摘要
考虑点源、一对吸收机和透明机共存场景，在透明机接收分子概率模型基础上引入干扰因子，考虑空间中吸收机对该透明机接收分子的影响，建立吸收机干扰下点源-透明机信道模型，并结合人工神经网络使用Levenberg-Marquardt算法对信道模型参数进行学习和预测。仿真结果不仅验证了所提信道模型的有效性，还表明空间中任意点峰值时刻与点源到该点的距离平方成正比，与分子扩散系数成反比，峰值时刻不受空间中的吸收机影响。
Abstract
A coexistence scenario with a point source
a pair of absorbing and transparent receiver was considered
an interference factor was introduced in the proposed channel model based on the receiving molecular probability in the transparent receiver considering the influences of the absorbing receiver on the transparent one.Furthermore
the channel model of point source and transparent receiver had been proposed by using Levenberg-Marquardt algorithm combined with artificial neural network to study and predict channel model parameters.The simulation results not only verify the effectiveness of the proposed channel model
but also show that the peak time of any point in the environment is directly proportional to the square of the distance from the point source to the receiver
and inversely proportional to the molecular diffusion coefficient
and the peak time is not affected by the absorbing receiver in the environment.
关键词
Keywords
references
DRESSLER F , FISCHER S . Connecting in-body nano communication with body area networks:challenges and opportunities of the Internet of Nano things [J ] . Nano Communication Networks , 2015 , 6 ( 2 ): 29 - 38 .
AKYILDIZ I F , BRUNETTI F , BLÁZQUEZ C , . Nanonetworks:a new communication paradigm [J ] . Computer Networks , 2008 , 52 ( 12 ): 2260 - 2279 .
BUSH S F . Nanoscale communication networks [M ] . Boston : Artech House Press , 2010 .
GREGORI M , AKYILDIZ I F . A new nanonetwork architecture using flagellated bacteria and catalytic nanomotors [J ] . IEEE Journal on Selected Areas in Communications , 2010 , 28 ( 4 ): 612 - 619 .
ZHOU Y Q , TIAN L , LIU L , et al . Fog computing enabled future mobile communication networks:a convergence of communication and computing [J ] . IEEE Communications Magazine , 2019 , 57 ( 5 ): 20 - 27 .
ZHOU Y Q , LIU L , WANG L , et al . Service-aware 6G:an intelligent and open network based on the convergence of communication,com puting and caching [J ] . Digital Communications and Networks , 2020 , 6 ( 3 ): 253 - 260 .
AKYILDIZ I F , JORNET J M . The Internet of nano-things [J ] . IEEE Wireless Communications , 2010 , 17 ( 6 ): 58 - 63 .
NAKANO T , SUDA T , KOUJIN T , et al . Molecular communication through gap junction channels:System design,experiments and modeling [C ] // 2007 2nd Bio-Inspired Models of Network,Information and Computing Systems . Piscataway:IEEE Press , 2007 : 139 - 146 .
AKAN O B , RAMEZANI H , KHAN T , et al . Fundamentals of molecular information and communication science [J ] . Proceedings of the IEEE , 2017 , 105 ( 2 ): 306 - 318 .
FARSAD N , YILMAZ H B , ECKFORD A , et al . A comprehensive survey of recent advancements in molecular communication [J ] . IEEE Communications Surveys and Tutorials , 2016 , 18 ( 3 ): 1887 - 1919 .
PIEROBON M , AKYILDIZ I F . A physical end-to-end model for molecular communication in nanonetworks [J ] . IEEE Journal on Selected Areas in Communications , 2010 , 28 ( 4 ): 602 - 611 .
JAMALI V , AHMADZADEH A , WICKE W , et al . Channel modeling for diffusive molecular communication—a tutorial review [J ] . Proceedings of the IEEE , 2019 , 107 ( 7 ): 1256 - 1301 .
BERG H C . Random walks in biology [M ] . Princeton ： Princeton University Press ， 1993 .
YILMAZ H B , HEREN A C , TUGCU T , et al . Three-dimensional channel characteristics for molecular communications with an absorbing receiver [J ] . IEEE Communications Letters , 2014 , 18 ( 6 ): 929 - 932 .
DENG Y S , NOEL A , ELKASHLAN M , et al . Modeling and simulation of molecular communication systems with a reversible adsorption receiver [J ] . IEEE Transactions on Molecular,Biological and Multi-Scale Communications , 2015 , 1 ( 4 ): 347 - 362 .
YILMAZ H B , SUK G Y , CHAE C B . Chemical propagation pattern for molecular communications [J ] . IEEE Wireless Communications Letters , 2017 , 6 ( 2 ): 226 - 229 .
GENC G , KARA Y E , TUGCU T , et al . Reception modeling of sphere-to-sphere molecular communication via diffusion [J ] . Nano Communication Networks , 2018 , 16 : 69 - 80 .
BAO X , ZHU Y F , ZHANG W C . Channel characteristics for molecular communication via diffusion with a spherical boundary [J ] . IEEE Wireless Communications Letters , 2019 , 8 ( 3 ): 957 - 960 .
HUANG S , LIN L , XU J , et al . Molecular communication via subdiffusion with a spherical absorbing receiver [J ] . IEEE Wireless Communications Letters , 2020 , 9 ( 10 ): 1682 - 1686 .
CAO T N , TRINH D P , JEONG Y , et al . Anomalous diffusion in molecular communication [J ] . IEEE Communications Letters , 2015 , 19 ( 10 ): 1674 - 1677 .
ARIFLER D , ARIFLER D . Monte Carlo analysis of molecule absorption probabilities in diffusion-based nanoscale communication systems with multiple receivers [J ] . IEEE Transactions on NanoBioscience , 2017 , 16 ( 3 ): 157 - 165 .
DENG Y S , NOEL A , GUO W S , et al . Analyzing large-scale multiuser molecular communication via 3-D stochastic geometry [J ] . IEEE Transactions on Molecular,Biological and Multi-Scale Communications , 2017 , 3 ( 2 ): 118 - 133 .
ZABINI F . Spatially distributed molecular communications:an asynchronous stochastic model [J ] . IEEE Communications Letters , 2018 , 22 ( 7 ): 1326 - 1329 .
BAO X , LIN J , ZHANG W C . Channel modeling of molecular communication via diffusion with multiple absorbing receivers [J ] . IEEE Wireless Communications Letters , 2019 , 8 ( 3 ): 809 - 812 .
DINC F . Analytical estimation for the impulse response of an n-dimensional diffusion channel with an absorbing receiver [J ] . Journal of Physics A:Mathematical and Theoretical , 2019 , 52 ( 11 ): 11LT01 .
HUANG X Y , FANG Y T , NOEL A , et al . Channel characterization for 1-D molecular communication with two absorbing receivers [J ] . IEEE Communications Letters , 2020 , 24 ( 6 ): 1150 - 1154 .
KOO B H , LEE C , YILMAZ H B , et al . Molecular MIMO:from theory to prototype [J ] . IEEE Journal on Selected Areas in Communications , 2016 , 34 ( 3 ): 600 - 614 .
LU Y , HIGGINS M D , NOEL A , et al . The effect of two receivers on broadcast molecular communication systems [J ] . IEEE Transactions on NanoBioscience , 2016 , 15 ( 8 ): 891 - 900 .
0
浏览量
820
下载量
0
CSCD
- 网络PDF下载
- XML下载
- Meta-XML下载
- BibTeX下载
- Endnote下载
- RefMan 下载
- NoteExpress下载
- NoteFirst下载
关联资源
相关文章
相关作者
相关机构
AI问答- 技术支持由北京北大方正电子有限公司提供 京ICP备09064830号-19
京公网安备11010802024621 - 本系统建议在Chrome、 IE9+ 以上版本浏览器阅读本站内容，360浏览器请切换至极速模式
- Cookies帮助我们提供服务并提供个性化体验。使用本网站，即表示您同意我们使用Cookies
- 总访问量：583784 今日访问量：1600