A Comprehensive Survey on Hybrid Communication in Context of Molecular Communication and Terahertz Communication for Body-Centric Nanonetworks

With the huge advancement of nanotechnology over the past years, the devices are shrinking into micro-scale, even nano-scale. Additionally, the Internet of nano-things (IoNTs) are generally regarded as the ultimate formation of the current sensor networks and the development of nanonetworks would be of great help to its fulfilment, which would be ubiquitous with numerous applications in all domains of life. However, the communication between the devices in such nanonetworks is still an open problem. Body-centric nanonetworks are believed to play an essential role in the practical application of IoNTs. BCNNs are also considered as domain specific like wireless sensor networks and always deployed on purpose to support a particular application. In these networks, electromagnetic and molecular communications are widely considered as two main promising paradigms and both follow their own development process. In this survey, the recent developments of these two paradigms are first illustrated in the aspects of applications, network structures, modulation techniques, coding techniques and security to then investigate the potential of hybrid communication paradigms. Meanwhile, the enabling technologies have been presented to apprehend the state-of-art with the discussion on the possibility of the hybrid technologies. Additionally, the inter-connectivity of electromagnetic and molecular body-centric nanonetworks is discussed. Afterwards, the related security issues of the proposed networks are discussed. Finally, the challenges and open research directions are presented.

[1]  Metin Sitti,et al.  Biopsy using a Magnetic Capsule Endoscope Carrying, Releasing, and Retrieving Untethered Microgrippers , 2014, IEEE Transactions on Biomedical Engineering.

[2]  C Gabriel,et al.  The dielectric properties of biological tissues: I. Literature survey. , 1996, Physics in medicine and biology.

[3]  Brendan Jennings,et al.  Dynamic channel allocation in electromagnetic nanonetworks for high resolution monitoring of plants , 2016, Nano Commun. Networks.

[4]  R. Bala,et al.  Development of computational model for tunable characteristics of graphene based triangular patch antenna in THz regime , 2016 .

[5]  R. Freitas Nanotechnology, nanomedicine and nanosurgery. , 2005, International journal of surgery.

[6]  A Leier,et al.  Cryptography with DNA binary strands. , 2000, Bio Systems.

[7]  Ian F. Akyildiz,et al.  Energy and spectrum-aware MAC protocol for perpetual wireless nanosensor networks in the Terahertz Band , 2013, Ad Hoc Networks.

[8]  P. Hrdina Basic Neurochemistry: Molecular, Cellular and Medical Aspects. , 1996 .

[9]  Markku J. Juntti,et al.  A discussion on molecular absorption noise in the terahertz band , 2016, Nano Commun. Networks.

[10]  A. Vasilakos,et al.  Molecular Communication and Networking: Opportunities and Challenges , 2012, IEEE Transactions on NanoBioscience.

[11]  Metin Sitti,et al.  Shape-Programmable Soft Capsule Robots for Semi-Implantable Drug Delivery , 2012, IEEE Transactions on Robotics.

[12]  M. Dresselhaus,et al.  Carbon nanotubes : synthesis, structure, properties, and applications , 2001 .

[13]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[14]  Laura Galluccio,et al.  Communications and Switching in Microfluidic Systems: Pure Hydrodynamic Control for Networking Labs-on-a-Chip , 2013, IEEE Transactions on Communications.

[15]  Massimiliano Pierobon,et al.  A parity check analog decoder for molecular communication based on biological circuits , 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

[16]  Akram Alomainy,et al.  Physical Layer Authentication in Nano Networks at Terahertz Frequencies for Biomedical Applications , 2017, IEEE Access.

[17]  Hung T. Nguyen,et al.  A Dielectric Model of Human Breast Tissue in Terahertz Regime , 2015, IEEE Transactions on Biomedical Engineering.

[18]  Yuan-Ting Zhang,et al.  RECENT DEVELOPMENTS OF TERAHERTZ TECHNOLOGY IN BIOMEDICINE , 2008 .

[19]  J. Aylott Optical nanosensors--an enabling technology for intracellular measurements. , 2003, The Analyst.

[20]  Willie J Padilla,et al.  THz Wave Modulators: A Brief Review on Different Modulation Techniques , 2013 .

[21]  Andrew W. Eckford,et al.  Nanoscale Communication with Brownian Motion , 2007, 2007 41st Annual Conference on Information Sciences and Systems.

[22]  Tuna Tugcu,et al.  ISI Mitigation Techniques in Molecular Communication , 2014, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[23]  J. Zeitler,et al.  Terahertz Time-Domain and Low-Frequency Raman Spectroscopy of Organic Materials , 2015, Applied spectroscopy.

[24]  R. Shubair,et al.  Terahertz Channel Model and Link Budget Analysis for Intrabody Nanoscale Communication , 2017, IEEE Transactions on NanoBioscience.

[25]  Akram Alomainy,et al.  Advances in Body-Centric Wireless Communication: Applications and State-of-the-art , 2016 .

[26]  S. Santra,et al.  Nanobioimaging and sensing of infectious diseases☆ , 2009, Advanced Drug Delivery Reviews.

[27]  A. B. M. Alim Al Islam,et al.  Network-level performance enhancement in wireless nanosensor networks through multi-layer modifications , 2017, 2017 International Conference on Networking, Systems and Security (NSysS).

[28]  Surasak Chiangga,et al.  Molecular RFID System Design Using a Micro-ring Transceiver , 2016 .

[29]  Tuna Tugcu,et al.  Energy model for communication via diffusion in nanonetworks , 2010, Nano Commun. Networks.

[30]  Adam Noel,et al.  Modeling and Simulation of Molecular Communication Systems With a Reversible Adsorption Receiver , 2015, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[31]  Eric Diller,et al.  Biomedical Applications of Untethered Mobile Milli/Microrobots , 2015, Proceedings of the IEEE.

[32]  Jongyoon Han,et al.  Molecular sieving using nanofilters: past, present and future. , 2008, Lab on a chip.

[33]  Ian F. Akyildiz,et al.  Femtosecond-Long Pulse-Based Modulation for Terahertz Band Communication in Nanonetworks , 2014, IEEE Transactions on Communications.

[34]  Tatsuya Suda,et al.  Externally Controllable Molecular Communication , 2014, IEEE Journal on Selected Areas in Communications.

[35]  Xiaodai Dong,et al.  Design of a Reconfigurable MIMO System for THz Communications Based on Graphene Antennas , 2014, IEEE Transactions on Terahertz Science and Technology.

[36]  Yevgeni Koucheryavy,et al.  Capacity and throughput analysis of nanoscale machine communication through transparency windows in the terahertz band , 2014, Nano Commun. Networks.

[37]  Andrew Crooks,et al.  The Integration of Agent-Based Modelling and Geographical Information for Geospatial Simulation , 2012 .

[38]  G. Pan,et al.  Swallowable Wireless Capsule Endoscopy: Progress and Technical Challenges , 2011, Gastroenterology research and practice.

[39]  Amin Gohari,et al.  Diffusion-Based Nanonetworking: A New Modulation Technique and Performance Analysis , 2012, IEEE Communications Letters.

[40]  Sebastian Magierowski,et al.  Optimum receiver for molecule shift keying modulation in diffusion-based molecular communication channels , 2012, Nano Commun. Networks.

[41]  Leon Abelmann,et al.  Magnetic control of potential microrobotic drug delivery systems: Nanoparticles, magnetotactic bacteria and self-propelled microjets , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[42]  Giuseppe Piro,et al.  Nano-Sim: simulating electromagnetic-based nanonetworks in the network simulator 3 , 2013, SimuTools.

[43]  Kwang-Cheng Chen,et al.  A new paradigm for channel coding in diffusion-based molecular communications: Molecular coding distance function , 2012, 2012 IEEE Global Communications Conference (GLOBECOM).

[44]  Alex M. Andrew Nanomedicine, Volume 1: Basic Capabilities , 2000 .

[45]  Fadi Al-Turjman,et al.  A Cognitive Routing Protocol for Bio-Inspired Networking in the Internet of Nano-Things (IoNT) , 2020, Mob. Networks Appl..

[46]  M. Fluckiger,et al.  Ultrasound Emitter Localization in Heterogeneous Media , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[47]  Q. Abbasi,et al.  Experimental Characterization of Artificial Human Skin with Melanomas for Accurate Modelling and Detection in Healthcare Application , 2018, 2018 43rd International Conference on Infrared, Millimeter, and Terahertz Waves (IRMMW-THz).

[48]  Monica Borda,et al.  DNA secret writing techniques , 2010, 2010 8th International Conference on Communications.

[49]  F AkyildizIan,et al.  A routing framework for energy harvesting wireless nanosensor networks in the Terahertz Band , 2014 .

[50]  Fumihito Arai,et al.  On-chip microrobot for investigating the response of aquatic microorganisms to mechanical stimulation. , 2013, Lab on a chip.

[51]  Matthew D. Higgins,et al.  Minimum energy channel codes for molecular communications , 2014 .

[52]  Massimiliano Pierobon,et al.  Capacity of a Diffusion-Based Molecular Communication System With Channel Memory and Molecular Noise , 2013, IEEE Transactions on Information Theory.

[53]  Andrew W. Eckford,et al.  A Comprehensive Survey of Recent Advancements in Molecular Communication , 2014, IEEE Communications Surveys & Tutorials.

[54]  Jessica L. Terrell,et al.  Functionalizing Soft Matter for Molecular Communication , 2015, ACS biomaterials science & engineering.

[55]  Sotiris Ioannidis,et al.  Lightweight, self-tuning data dissemination for dense nanonetworks , 2016, Nano Commun. Networks.

[56]  Duc-Hung Le,et al.  Provisioning Software-Defined IoT Cloud Systems , 2014, 2014 International Conference on Future Internet of Things and Cloud.

[57]  P. S. Anwar,et al.  A Touch-Communication Framework for Drug Delivery Based on a Transient Microbot System , 2015, IEEE Transactions on NanoBioscience.

[58]  Akram Alomainy,et al.  Fibroblasts cell number density based human skin characterization at THz for in-body nanonetworks , 2016, Nano Commun. Networks.

[59]  Emma Pickwell-MacPherson,et al.  Adaptive Sampling for Terahertz Time-Domain Spectroscopy and Imaging , 2017, IEEE Transactions on Terahertz Science and Technology.

[60]  Massimiliano Pierobon,et al.  A Microfluidic Feed Forward Loop Pulse Generator for Molecular Communication , 2017, GLOBECOM 2017 - 2017 IEEE Global Communications Conference.

[61]  Robert Schober,et al.  Analysis and Design of Multi-Hop Diffusion-Based Molecular Communication Networks , 2014, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[62]  Brian P. Timko,et al.  Remotely Triggerable Drug Delivery Systems , 2010, Advanced materials.

[63]  Falko Dressler,et al.  Security in nano communication: Challenges and open research issues , 2012, 2012 IEEE International Conference on Communications (ICC).

[64]  Özgür B. Akan,et al.  An information theoretical approach for molecular communication , 2007, 2007 2nd Bio-Inspired Models of Network, Information and Computing Systems.

[65]  Sotiris Ioannidis,et al.  CORONA: A Coordinate and Routing system for Nanonetworks , 2015, NANOCOM.

[66]  Vahid Jamali,et al.  Channel Modeling for Diffusive Molecular Communication—A Tutorial Review , 2018, Proceedings of the IEEE.

[67]  Adam Noel,et al.  Enabling Energy Efficient Molecular Communication via Molecule Energy Transfer , 2017, IEEE Communications Letters.

[68]  Tom Quirk,et al.  There’s Plenty of Room at the Bottom , 2006, Size Really Does Matter.

[69]  Athanasios V. Vasilakos,et al.  Security and Privacy in Molecular Communication and Networking: Opportunities and Challenges , 2014, IEEE Transactions on NanoBioscience.

[70]  Andrew W. Eckford Achievable information rates for molecular communication with distinct molecules , 2007, 2007 2nd Bio-Inspired Models of Network, Information and Computing Systems.

[71]  E. Pickwell‐MacPherson,et al.  Tissue characterization using terahertz pulsed imaging in reflection geometry , 2009, Physics in medicine and biology.

[72]  Arumugam Nallanathan,et al.  Reed Solomon Codes for Molecular Communication With a Full Absorption Receiver , 2017, IEEE Communications Letters.

[73]  Matthew D. Higgins,et al.  Relay Analysis in Molecular Communications With Time-Dependent Concentration , 2015, IEEE Communications Letters.

[74]  J. Jornet,et al.  Graphene-based plasmonic phase modulator for Terahertz-band communication , 2016, 2016 10th European Conference on Antennas and Propagation (EuCAP).

[75]  Robert Schober,et al.  Amplify-and-Forward Relaying in Two-Hop Diffusion-Based Molecular Communication Networks , 2014, GLOBECOM 2014.

[76]  C. Jia,et al.  Noninvasive ultrasound elasticity imaging (UEI) of Crohn's disease: animal model. , 2008, Ultrasound in medicine & biology.

[77]  Willie J Padilla,et al.  A metamaterial solid-state terahertz phase modulator , 2009 .

[78]  Mahtab Mirmohseni,et al.  Information Theory of Molecular Communication: Directions and Challenges , 2016, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[79]  Tetsuya Nakamura,et al.  Capsule endoscopy: past, present, and future , 2008, Journal of Gastroenterology.

[80]  Thorsten Schrader,et al.  Terahertz Electromagnetic Fields (0.106 THz) Do Not Induce Manifest Genomic Damage In Vitro , 2012, PloS one.

[81]  C. Dimitrakopoulos,et al.  100-GHz Transistors from Wafer-Scale Epitaxial Graphene , 2010, Science.

[82]  Özgür B. Akan,et al.  Minimum Energy Channel Codes for Nanoscale Wireless Communications , 2013, IEEE Transactions on Wireless Communications.

[83]  Andrew W. Eckford Molecular communication: Physically realistic models and achievable information rates , 2008, ArXiv.

[84]  Akram Alomainy,et al.  Nano-Communication for Biomedical Applications: A Review on the State-of-the-Art From Physical Layers to Novel Networking Concepts , 2016, IEEE Access.

[85]  O. Akan,et al.  Fluorescent Molecules as Transceiver Nanoantennas: The First Practical and High-Rate Information Transfer over a Nanoscale Communication Channel based on FRET , 2015, Scientific Reports.

[86]  Sarmad Ullah Khan,et al.  Future Internet: The Internet of Things Architecture, Possible Applications and Key Challenges , 2012, 2012 10th International Conference on Frontiers of Information Technology.

[87]  John H. Reif,et al.  DNA-based Cryptography , 1999, Aspects of Molecular Computing.

[88]  Kyung Sup Kwak,et al.  Secure channel for molecular communications , 2017, 2017 International Conference on Information and Communication Technology Convergence (ICTC).

[89]  J. Ton,et al.  Long-distance signalling in plant defence. , 2008, Trends in plant science.

[90]  H. Clark,et al.  Fluorescent ion-selective nanosensors for intracellular analysis with improved lifetime and size. , 2007, Nano letters.

[91]  Ian F. Akyildiz,et al.  The Internet of nano-things , 2010, IEEE Wireless Communications.

[92]  Xin-Wei Yao,et al.  Nano-Electromagnetic Communication at Terahertz and Optical Frequencies: Principles and Applications , 2019 .

[93]  G. Hanson Dyadic Green's functions and guided surface waves for a surface conductivity model of graphene , 2007, cond-mat/0701205.

[94]  Andrea J. Goldsmith,et al.  Energy model for vesicle-based active transport molecular communication , 2015, 2016 IEEE International Conference on Communications (ICC).

[95]  Chun Tung Chou,et al.  Maximum A-Posteriori Decoding for Diffusion-Based Molecular Communication Using Analog Filters , 2015, IEEE Transactions on Nanotechnology.

[96]  Raghupathy Sivakumar,et al.  Time-Elapse Communication: Bacterial Communication on a Microfluidic Chip , 2013, IEEE Transactions on Communications.

[97]  Bryan Ng,et al.  Forwarding Schemes for EM-based Wireless Nanosensor Networks in the Terahertz Band , 2015, NANOCOM.

[98]  Antonio Iera,et al.  The Social Internet of Things (SIoT) - When social networks meet the Internet of Things: Concept, architecture and network characterization , 2012, Comput. Networks.

[99]  Andrew W. Eckford,et al.  Capacity of a simple intercellular signal transduction channel , 2013, 2013 IEEE International Symposium on Information Theory.

[100]  Hung T. Nguyen,et al.  Debye Parameter Extraction for Characterizing Interaction of Terahertz Radiation With Human Skin Tissue , 2013, IEEE Transactions on Biomedical Engineering.

[101]  Andrew W. Eckford,et al.  Tabletop Molecular Communication: Text Messages through Chemical Signals , 2013, PloS one.

[102]  Muhammad Ali Imran,et al.  A Review on the Role of Nano-Communication in Future Healthcare Systems: A Big Data Analytics Perspective , 2018, IEEE Access.

[103]  F. Kong,et al.  Broad Tunable Nanoantenna Based on Graphene Log-Periodic Toothed Structure , 2016, Plasmonics.

[104]  M. Otyepka,et al.  Adsorption of small organic molecules on graphene. , 2013, Journal of the American Chemical Society.

[105]  Jacek Jarmakiewicz,et al.  On the Internet of Nano Things in healthcare network , 2016, 2016 International Conference on Military Communications and Information Systems (ICMCIS).

[106]  Chan-Byoung Chae,et al.  Simulation study of molecular communication systems with an absorbing receiver: Modulation and ISI mitigation techniques , 2014, Simul. Model. Pract. Theory.

[107]  Jussi Kangasharju,et al.  Realizing the Internet of Nano Things: Challenges, Solutions, and Applications , 2013, Computer.

[108]  Sylvain Martel,et al.  Flagellated Magnetotactic Bacteria as Controlled MRI-trackable Propulsion and Steering Systems for Medical Nanorobots Operating in the Human Microvasculature , 2009, Int. J. Robotics Res..

[109]  Y. Hao,et al.  Numerical Analysis and Characterization of THz Propagation Channel for Body-Centric Nano-Communications , 2015, IEEE Transactions on Terahertz Science and Technology.

[110]  D. Moltchanov,et al.  Terahertz band communications: Applications, research challenges, and standardization activities , 2016, 2016 8th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT).

[111]  Kwang-Cheng Chen,et al.  A new frontier of wireless communication theory: diffusion-based molecular communications , 2012, IEEE Wireless Communications.

[112]  Ian F. Akyildiz,et al.  Interference effects on modulation techniques in diffusion based nanonetworks , 2012, Nano Commun. Networks.

[113]  Myra B. Cohen,et al.  End-to-end molecular communication channels in cell metabolism: an information theoretic study , 2017, NANOCOM.

[114]  Özgür B. Akan,et al.  Minimum energy coding for wireless nanosensor networks , 2012, 2012 Proceedings IEEE INFOCOM.

[115]  Massimiliano Pierobon,et al.  Noise Analysis in Ligand-Binding Reception for Molecular Communication in Nanonetworks , 2011, IEEE Transactions on Signal Processing.

[116]  Özgür B. Akan,et al.  Receiver Design for Molecular Communication , 2013, IEEE Journal on Selected Areas in Communications.

[117]  Ian F. Akyildiz,et al.  Information capacity of pulse-based Wireless Nanosensor Networks , 2011, 2011 8th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks.

[118]  Falko Dressler,et al.  Towards security in nano-communication: Challenges and opportunities , 2012, Nano Commun. Networks.

[119]  Adam Noel,et al.  Analyzing Large-Scale Multiuser Molecular Communication via 3-D Stochastic Geometry , 2017, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[120]  Ian F. Akyildiz,et al.  Graphene-based Plasmonic Nano-Antenna for Terahertz Band Communication in Nanonetworks , 2013, IEEE Journal on Selected Areas in Communications.

[121]  Urbashi Mitra,et al.  Capacity of Diffusion-Based Molecular Communication Networks Over LTI-Poisson Channels , 2014, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[122]  H. T. Mouftah,et al.  Characterization of intersymbol interference in concentration-encoded unicast molecular communication , 2011, 2011 24th Canadian Conference on Electrical and Computer Engineering(CCECE).

[123]  R. W. Lau,et al.  The dielectric properties of biological tissues: III. Parametric models for the dielectric spectrum of tissues. , 1996, Physics in medicine and biology.

[124]  Raviraj S. Adve,et al.  Molecular Communication in Fluid Media: The Additive Inverse Gaussian Noise Channel , 2010, IEEE Transactions on Information Theory.

[125]  Kazuhiro Oiwa,et al.  Molecular Communication: Modeling Noise Effects on Information Rate , 2009, IEEE Transactions on NanoBioscience.

[126]  Francesca Cuomo,et al.  Nano-wireless communications for microrobotics: An algorithm to connect networks of microrobots , 2017, Nano Commun. Networks.

[127]  E. Pickwell‐MacPherson,et al.  Terahertz pulsed spectroscopy of freshly excised human breast cancer. , 2009, Optics express.

[128]  Hui Li,et al.  Capacity of the Memoryless Additive Inverse Gaussian Noise Channel , 2014, IEEE Journal on Selected Areas in Communications.

[129]  M. Otyepka,et al.  Functionalization of graphene: covalent and non-covalent approaches, derivatives and applications. , 2012, Chemical reviews.

[130]  Robert Schober,et al.  Improving Receiver Performance of Diffusive Molecular Communication With Enzymes , 2013, IEEE Transactions on NanoBioscience.

[131]  Vijay Kumar,et al.  Automated biomanipulation of single cells using magnetic microrobots , 2013, Int. J. Robotics Res..

[132]  Ian F. Akyildiz,et al.  Low-Weight Channel Coding for Interference Mitigation in Electromagnetic Nanonetworks in the Terahertz Band , 2011, 2011 IEEE International Conference on Communications (ICC).

[133]  Arumugam Nallanathan,et al.  Eavesdropper Localization in Random Walk Channels , 2016, IEEE Communications Letters.

[134]  E. Pickwell‐MacPherson,et al.  Terahertz spectroscopy of liver cirrhosis: investigating the origin of contrast , 2010, Physics in medicine and biology.

[135]  Giuseppa Alfano,et al.  On Information Transmission Among Nanomachines , 2006, 2006 1st International Conference on Nano-Networks and Workshops.

[136]  Josep Miquel Jornet,et al.  Low-weight error-prevention codes for electromagnetic nanonetworks in the Terahertz Band , 2014, Nano Commun. Networks.

[137]  Sung Un Kim,et al.  Design of Wireless Nanosensor Networks for Intrabody Application , 2015, Int. J. Distributed Sens. Networks.

[138]  Ian F. Akyildiz,et al.  Channel Modeling and Capacity Analysis for Electromagnetic Wireless Nanonetworks in the Terahertz Band , 2011, IEEE Transactions on Wireless Communications.

[139]  Sebastian Canovas-Carrasco,et al.  A nanoscale communication network scheme and energy model for a human hand scenario , 2018, Nano Commun. Networks.

[140]  Q. Abbasi,et al.  Terahertz Channel Characterization Inside the Human Skin for Nano-Scale Body-Centric Networks , 2016, IEEE Transactions on Terahertz Science and Technology.

[141]  Y. Haik,et al.  Development of nanotechnology for biomedical applications , 2005, Conference, Emerging Information Technology 2005..

[142]  Ian F. Akyildiz,et al.  Joint physical and link layer error control analysis for nanonetworks in the Terahertz band , 2016, Wirel. Networks.

[143]  Ian F. Akyildiz,et al.  Electromagnetic wireless nanosensor networks , 2010, Nano Commun. Networks.

[144]  Yi Lu,et al.  Comparison of Channel Coding Schemes for Molecular Communications Systems , 2015, IEEE Transactions on Communications.

[145]  J. Jornet,et al.  PHLAME: A physical layer aware MAC protocol for electromagnetic nanonetworks , 2011, 2011 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

[146]  Jong Sou Park,et al.  Self Organized Mobility in Nanosensor Network Based on Particle Swarm Optimization and Coverage Criteria , 2008, 2008 Fourth International Conference on Networked Computing and Advanced Information Management.

[147]  Victor C. M. Leung,et al.  Energy-Efficient Prefix-Free Codes for Wireless Nano-Sensor Networks Using OOK Modulation , 2014, IEEE Transactions on Wireless Communications.

[148]  H. Berg Random Walks in Biology , 2018 .

[149]  A. Levchenko,et al.  Microengineered platforms for cell mechanobiology. , 2009, Annual review of biomedical engineering.

[150]  Bin Li,et al.  Molecular communications: channel model and physical layer techniques , 2015, IEEE Wireless Communications.

[151]  G. Daley,et al.  Use of differentiated pluripotent stem cells in replacement therapy for treating disease , 2014, Science.

[152]  G. Hanson Fundamental transmitting properties of carbon nanotube antennas , 2005, IEEE Transactions on Antennas and Propagation.

[153]  Robert Schober,et al.  Comprehensive Reactive Receiver Modeling for Diffusive Molecular Communication Systems: Reversible Binding, Molecule Degradation, and Finite Number of Receptors , 2016, IEEE Transactions on NanoBioscience.

[154]  M. Sitti,et al.  Untethered micro-robotic coding of three-dimensional material composition , 2014, Nature Communications.

[155]  Christos Liaskos,et al.  A Promise of Realizable, Ultra-Scalable Communications at Nano-Scale:A Multi-Modal Nano-Machine Architecture , 2015, IEEE Transactions on Computers.

[156]  Falko Dressler,et al.  Connecting in-body nano communication with body area networks: Challenges and opportunities of the Internet of Nano Things , 2015, Nano Commun. Networks.

[157]  Li Zhang,et al.  Fabrication and Characterization of Magnetic Microrobots for Three-Dimensional Cell Culture and Targeted Transportation , 2013, Advanced materials.

[158]  R. Bala,et al.  Investigation of graphene based miniaturized terahertz antenna for novel substrate materials , 2016 .

[159]  Yifan Chen,et al.  Conceptual design and simulations of a nano-communication model for drug delivery based on a transient microbot system , 2014, The 8th European Conference on Antennas and Propagation (EuCAP 2014).

[160]  P. Molinoff,et al.  Basic Neurochemistry: Molecular, Cellular and Medical Aspects , 1989 .

[161]  Yuhao Liu,et al.  Lab-on-Skin: A Review of Flexible and Stretchable Electronics for Wearable Health Monitoring. , 2017, ACS nano.

[162]  Andrea J. Goldsmith,et al.  Capacity Limits of Diffusion-Based Molecular Timing Channels With Finite Particle Lifetime , 2016, IEEE Transactions on Molecular, Biological and Multi-Scale Communications.

[163]  S. Andrews Accurate particle-based simulation of adsorption, desorption and partial transmission , 2009, Physical biology.

[164]  Kwang-Cheng Chen,et al.  Channel Codes for Reliability Enhancement in Molecular Communication , 2013, IEEE Journal on Selected Areas in Communications.

[165]  P. Burke,et al.  Quantitative theory of nanowire and nanotube antenna performance , 2004, IEEE Transactions on Nanotechnology.

[166]  Luca Felicetti,et al.  A Molecular Communications System for Live Detection of Hyperviscosity Syndrome , 2020, IEEE Transactions on NanoBioscience.

[167]  J. Jornet,et al.  Intra-Body Optical Channel Modeling for In Vivo Wireless Nanosensor Networks , 2016, IEEE Transactions on NanoBioscience.

[168]  J. Federici,et al.  THz imaging and sensing for security applications—explosives, weapons and drugs , 2005 .

[169]  Chan-Byoung Chae,et al.  Novel Modulation Techniques using Isomers as Messenger Molecules for Nano Communication Networks via Diffusion , 2012, IEEE Journal on Selected Areas in Communications.

[170]  Stephen F. Bush Interoperable Nanoscale Communication [Future Directions] , 2017, IEEE Consumer Electronics Magazine.

[171]  Robert A Freitas,et al.  What is nanomedicine? , 2005, Disease-a-month : DM.

[172]  Akram Alomainy,et al.  Analytical Characterisation of the Terahertz In-Vivo Nano-Network in the Presence of Interference Based on TS-OOK Communication Scheme , 2017, IEEE Access.

[173]  Akram Alomainy,et al.  Collagen Analysis at Terahertz Band Using Double-Debye Parameter Extraction and Particle Swarm Optimisation , 2017, IEEE Access.

[174]  Mohsen Sardari,et al.  Design and Analysis of Wireless Communication Systems Using Diffusion-Based Molecular Communication Among Bacteria , 2013, IEEE Transactions on Wireless Communications.

[175]  M. Green,et al.  The emergence of perovskite solar cells , 2014, Nature Photonics.

[176]  Nazim Agoulmine,et al.  Enabling communication and cooperation in bio-nanosensor networks: toward innovative healthcare solutions , 2012, IEEE Wireless Communications.

[177]  A. Vasilakos,et al.  Molecular Communication Among Biological Nanomachines: A Layered Architecture and Research Issues , 2014, IEEE Transactions on NanoBioscience.

[178]  Bao C. Q. Truong,et al.  The Potential of the Double Debye Parameters to Discriminate Between Basal Cell Carcinoma and Normal Skin , 2015, IEEE Transactions on Terahertz Science and Technology.

[179]  Eylem Ekici,et al.  A nanoradio architecture for interacting nanonetworking tasks , 2010, Nano Commun. Networks.

[180]  Tommaso Melodia,et al.  Opto-ultrasonic communications for wireless intra-body nanonetworks , 2014, Nano Commun. Networks.

[181]  Julien Bourgeois,et al.  The Effects of Nanosensors Movements on Nanocommunications , 2015, NANOCOM.

[182]  H. Birkan Yilmaz,et al.  SMIET: Simultaneous Molecular Information and Energy Transfer , 2016, IEEE Wireless Communications.

[183]  Tuna Tugcu,et al.  Three-Dimensional Channel Characteristics for Molecular Communications With an Absorbing Receiver , 2014, IEEE Communications Letters.

[184]  R. W. Lau,et al.  The dielectric properties of biological tissues: II. Measurements in the frequency range 10 Hz to 20 GHz. , 1996, Physics in medicine and biology.

[185]  Catherine Taylor Clelland,et al.  Hiding messages in DNA microdots , 1999, Nature.

[186]  M. P. Kummer,et al.  A Magnetically Controlled Wireless Optical Oxygen Sensor for Intraocular Measurements , 2008, IEEE Sensors Journal.

[187]  Falko Dressler,et al.  Function Centric Nano-Networking: Addressing nano machines in a medical application scenario , 2017, Nano Commun. Networks.

[188]  Mauro Conti,et al.  Security Vulnerabilities and Countermeasures for Target Localization in Bio-NanoThings Communication Networks , 2016, IEEE Transactions on Information Forensics and Security.

[189]  Ian F. Akyildiz,et al.  Molecular Communication Noise and Capacity Analysis for Particulate Drug Delivery Systems , 2014, IEEE Transactions on Communications.

[190]  Vahid Jamali,et al.  A Survey of Biological Building Blocks for Synthetic Molecular Communication Systems , 2019, IEEE Communications Surveys & Tutorials.

[191]  R. M. Banakar,et al.  Evolution of IoT in smart vehicles: An overview , 2015, 2015 International Conference on Green Computing and Internet of Things (ICGCIoT).

[192]  S. Luryi,et al.  Scaling Limits of Silicon CMOS and NonSilicon Opportunities , 2007 .

[193]  Mahbub Hassan,et al.  Performance analysis of carrier-less modulation schemes for wireless nanosensor networks , 2015, 2015 IEEE 15th International Conference on Nanotechnology (IEEE-NANO).

[194]  E. Pickwell‐MacPherson,et al.  Terahertz pulsed imaging of freshly excised human colonic tissues , 2011, Physics in medicine and biology.

[195]  Jian-ping Li,et al.  A Cholesterol Biosensor Based on Entrapment of Cholesterol Oxidase in a Silicic Sol‐Gel Matrix at a Prussian Blue Modified Electrode , 2003 .

[196]  Metin Sitti,et al.  Bio-hybrid cell-based actuators for microsystems. , 2014, Small.

[197]  H. T. Mouftah,et al.  On the characterization of binary concentration-encoded molecular communication in nanonetworks , 2010, Nano Commun. Networks.

[198]  R. Freitas Pharmacytes: an ideal vehicle for targeted drug delivery. , 2006, Journal of nanoscience and nanotechnology.

[199]  Murat Kuscu,et al.  Transmitter and Receiver Architectures for Molecular Communications: A Survey on Physical Design With Modulation, Coding, and Detection Techniques , 2019, Proceedings of the IEEE.

[200]  Ron Weiss,et al.  Engineered Communications for Microbial Robotics , 2000, DNA Computing.

[201]  Sudip Misra,et al.  “Catch the Pendulum”: The Problem of Asymmetric Data Delivery in Electromagnetic Nanonetworks , 2016, IEEE Transactions on NanoBioscience.

[202]  Andrew W. Eckford,et al.  Molecular MIMO: From Theory to Prototype , 2016, IEEE Journal on Selected Areas in Communications.

[203]  P. Dario,et al.  Removing vascular obstructions: a challenge, yet an opportunity for interventional microdevices , 2012, Biomedical microdevices.

[204]  Raviraj S. Adve,et al.  Molecular Communication Using Brownian Motion With Drift , 2010, IEEE Transactions on NanoBioscience.

[205]  Ozgur B. Akan,et al.  Controlled Information Transfer Through An In Vivo Nervous System , 2018, Scientific Reports.

[206]  Matthew D. Higgins,et al.  Forward error correction for molecular communications , 2012, Nano Commun. Networks.

[207]  Kyoungchul Kong,et al.  A rotational micro biopsy device for the capsule endoscope , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[208]  Q. Abbasi,et al.  THz Time-Domain Spectroscopy of Human Skin Tissue for In-Body Nanonetworks , 2016, IEEE Transactions on Terahertz Science and Technology.

[209]  I. Akyildiz,et al.  Graphene-based nano-antennas for electromagnetic nanocommunications in the terahertz band , 2010, Proceedings of the Fourth European Conference on Antennas and Propagation.

[210]  Manijeh Keshtgari,et al.  Mobility management in wireless nano-sensor networks using fuzzy logic , 2017, J. Intell. Fuzzy Syst..

[211]  Giuseppe Piro,et al.  On the design of an energy-harvesting protocol stack for Body Area Nano-NETworks , 2015, Nano Commun. Networks.

[212]  C. Pieterse,et al.  Plant interactions with microbes and insects: from molecular mechanisms to ecology. , 2007, Trends in plant science.

[213]  B. Li,et al.  Bacterial Relay for Energy-Efficient Molecular Communications , 2017, IEEE Transactions on NanoBioscience.

[214]  K. Eric Drexler,et al.  Nanosystems - molecular machinery, manufacturing, and computation , 1992 .

[215]  Ian F. Akyildiz,et al.  Channel Capacity of Electromagnetic Nanonetworks in the Terahertz Band , 2010, 2010 IEEE International Conference on Communications.

[216]  Ian F. Akyildiz,et al.  Nanonetworks: A new communication paradigm , 2008, Comput. Networks.

[217]  Mohsen Guizani,et al.  Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications , 2015, IEEE Communications Surveys & Tutorials.

[218]  Martin Reisslein,et al.  Efficient delivery of frequent small data for U-healthcare applications over LTE-advanced networks , 2012, MobileHealth '12.

[219]  D. Mayer,et al.  Biosensing near the neutrality point of graphene , 2017, Science Advances.

[220]  M. Ibarra,et al.  Magnetic nanoparticles for local drug delivery using magnetic implants. , 2009, Methods in molecular biology.

[221]  B. Courtois,et al.  Single molecule detection and macromolecular weighting using an all-carbon-nanotube nanoelectromechanical sensor , 2004, 4th IEEE Conference on Nanotechnology, 2004..

[222]  Ming Li,et al.  BANA: Body Area Network Authentication Exploiting Channel Characteristics , 2012, IEEE Journal on Selected Areas in Communications.

[223]  Z. Liao,et al.  Indications and detection, completion, and retention rates of small-bowel capsule endoscopy: a systematic review. , 2010, Gastrointestinal endoscopy.

[224]  Gerald J. Wilmink,et al.  Invited Review Article: Current State of Research on Biological Effects of Terahertz Radiation , 2011 .

[225]  Huanyu Cheng,et al.  A Physically Transient Form of Silicon Electronics , 2012, Science.

[226]  Sylvain Martel,et al.  MRI-based Medical Nanorobotic Platform for the Control of Magnetic Nanoparticles and Flagellated Bacteria for Target Interventions in Human Capillaries , 2009, Int. J. Robotics Res..

[227]  Xudong Fan,et al.  Graphene nanoelectronic heterodyne sensor for rapid and sensitive vapour detection , 2014, Nature Communications.

[228]  Xianzhong Tian,et al.  Energy optimal coding for wireless nanosensor networks , 2013, 2013 IEEE Wireless Communications and Networking Conference (WCNC).