Ian F. Akyildiz Explained

Ian F. Akyildiz
Birth Place:Istanbul, Turkey
Fields:Electrical and Computer Engineering
Telecommunications
Wireless Communication Networks
Workplaces:School of Electrical and Computer Engineering (ECE) at Georgia Tech (Retired in 2021)
University of Helsinki, Finland (2021 – Present)
International Telecommunication Union, Geneva, Switzerland (2020 – Present)
Technology Innovation Institute (TII), Abu Dhabi, United Arab Emirates (2020 – Present)
University of Iceland, Reykjavik, Iceland (2020 – Present)
Education:University of Erlangen
Thesis Title:Leistungsanalyse von Multiprozessorsystemen mit Prozesskommunikation
Thesis Year:1984
Doctoral Advisor:
  • Gunter Bolch
  • Fridolin Hofmann
Doctoral Students:

Ian F. Akyildiz (born Ilhan Fuat Akyildiz on April 11, 1954, in Istanbul, Turkey) is a Turkish-American electrical engineer. He received his BS, MS, and PhD degrees in Electrical and Computer Engineering from the University of Erlangen-Nürnberg, Germany, in 1978, 1981 and 1984, respectively. Currently, he is the President and CTO of the Truva Inc. since March 1989. He retired from the School of Electrical and Computer Engineering (ECE) at Georgia Tech in 2021[1] after almost 35 years service as Ken Byers Chair Professor in Telecommunications and Chair of the Telecom group.

He serves on the advisory board of the Technology Innovation Institute (TII) in Abu Dhabi, United Arab Emirates since June 1, 2020. He is also an adjunct professor with the University of Helsinki since 2021, University of Iceland since 2020, and University of Cyprus since 2017.

Dr. Akyildiz was the Megagrant Research Leader and Advisor to the Director of the Institute for Information Transmission Problems at the Russian Academy of Sciences, in Moscow, Russia, (2018-2020). He is the Ken Byers Chair Professor Emeritus in Telecommunications, Past Chair of the Telecom group at the ECE and the Director of the Broadband Wireless Networking Laboratory at the Georgia Institute of Technology (1985–2020). He founded the N3Cat (NanoNetworking Center) at the Universitat Politecnica de Catalunya, in Barcelona, Spain, in 2008.

He advised 48 PhD students, and 13 PostDocs, 52 visiting researchers at Georgia Institute of Technology, and 15 Master students at Universitat Politècnica de Catalunya, Barcelona, Spain.

His current research interests are in 6G/7G, Wireless Systems, TeraHertz Communication, Reconfigurable Intelligent Surfaces, Nanonetworks, Internet of Space Things/CUBESATs, Internet of BioNanoThings, Molecular Communication and Underwater Communication. According to Google Scholar as of April 2023, his h-index is 135 and the total number of citations to his papers is 140+K.

Research contributions

1980s

Queueing Network Models

Akyildiz started his research work on queueing networks models in the early 1980s. His PhD thesis (1984) was entitled “Multiprocessor Systems with Process Communication” where he developed queuing network models to analyze the performance of the multiprocessor systems which were important subject in the early 1980s. In particular, he developed queueing network models for process communication where the buffers were finite and blocking/losses of messages could occur.

His paper [2] was the first which was an original work introducing the duality of the state spaces of queueing networks with blocking/finite buffers versus queueing networks without blocking kind of mapping of state space to each other, and accordingly obtaining exact product form solution for two nodes.

Based on this novel duality concept, Dr. Akyildiz showed in [3] an approximate duality (mapping) of state spaces between queuing networks with and without blocking having arbitrary number of nodes. He then derived the approximate throughput formula and also derived approximate product form solutions in.[4]

He published many other papers on queuing network models.[5] These contributions lead him to obtain the IEEE Fellow rank in 1996,[6] and in particular to performance analysis of computer communication networks.[7]

1990s

ATM and Wireless ATM Networks

In 1997 Ian Akyildiz with his colleagues at the YURIE [8] systems designed and implemented the first adaptive forward-error-correction solution on the link layer of their wireless ATM switch providing high reliability in wireless ATM networks with very low bit data rates used in battlefield scenarios. A patent for this solution was obtained in 2006 .

A technical paper describing the link layer design on this low bit rate wireless ATM switch was published.[9]

The founder of the Yurie Systems, Jeong H. Kim, received the entrepreneur of the year award in 1997 and Yurie Systems was acquired by Lucent for 1 Billion US Dollars in 1998.[8]

Mobility Management in 2G and 3G Cellular Systems

Ian Akyildiz significantly contributed to mobility and resource management of 2G and 3G cellular systems in the 90s. He proposed many handoff management, location registration, and paging schemes for the design of 3G and 4G wireless systems, and all of his papers have been published in top notch journals and conferences between 1998 and 2000.[10] [11] [12]

His paper titled “Mobility Management in Next-Generation Wireless Systems” was invited to be included in Proceedings of IEEE, and is the most cited paper on mobility management in the literature, and became “the” main reading material for the first course on mobile networks in many universities.[13]

His contributions to mobility and resource management gained him the ACM Fellow rank in 1997.[14]

2000s

4G Wireless Systems and Mobility/Resource Management

Ian Akyildiz started to use the notion “4G” wireless networks in 1999-2000 through his papers and keynote speeches. He clearly pointed out the requirements for heterogeneous 4G wireless systems, such as anywhere/anytime wireless connectivity with hundreds of Mbps bandwidth per mobile user for both data and multimedia services. Consequently, the first adaptive protocol suite framework for Next Generation Wireless Internet was supported by NSF (National Science Foundation) (2000-2005) NSF #:ANI-0117840.[15]

His early insights on the need to enable a single mobile terminal to seamlessly communicate over heterogeneous wireless access systems such as wireless LANs, 3G cellular networks, and satellite networks are seminal contributions to 4G systems.These ideas were the forerunner of the dynamic spectrum access and cognitive radio networks.

The culmination of his research work on this topic gained him the 2003 ACM SIGMOBILE Outstanding Contribution Award for his "pioneering contributions in the area of mobility and resource management for wireless communication networks", in September 2003.[16]

SATELLITE and HALO (High Altitude Low Orbit) COMMUNICATIONS

Akyildiz, in collaboration and with support of NASA, developed several routing algorithms and a novel transport control protocol called TCP Peach [17] to realize practical satellite networks.

He significantly contributed towards the development and realization of high altitude long operation (HALO) networks for providing broadband wireless network access which was implemented by Angel Technologies and Raytheon, exploited by invention disclosures and). HALO was the forerunner of the current UAVs and Drones and Cubesats research. Couple decades later many countries are working on the directions of the HALO project.

This paper [18] is the first to comprehensively put forward the design principles and system reference model for HALO networks, which is a broadband wireless metropolitan area network with a star topology, whose solitary hub is located in the atmosphere above the service area at an altitude higher than commercial airline traffic.

Wireless Sensor Networks

With the extremely timely publication of the first and most comprehensive roadmap paper on wireless sensor networks,[19] Akyildiz made this new research area known to the entire world. Many researchers, who work on sensor networks, has started by reading his paper. Hence, this publication has received more than 41,000 citations in 20 years. Moreover, this paper received the best tutorial paper award from IEEE Communications society in 2003.[20]

Thanks to his paper, the area has attracted significantly amplified attention and become focus of research and engineering efforts towards realizing wide range of sensor network applications.In 20 years, the research in this area has resulted in billions of dollars of investment from both government and private sector, educated thousands of students, and helped establish hundreds of companies.

Dr. Akyildiz published many pioneering papers on wireless sensor networks. For example, in [21] the first reliable protocol (Event-to-Sink Reliable Transport -ESRT-) was introduced specifically tailored for the unique requirements and characteristics of wireless sensor networks. ESRT was devised based on the extremely novel and yet practical engineering notion of event-to-sink reliability, which leverages the inherent redundancy and spatio-temporal correlation in sensor networks to maximize the network lifetime. ESRT has also been taught in undergraduate and graduate level wireless networking courses at many universities. This work has been implemented in several simulation tools.[22] [23]

The pioneering contributions to the field of wireless sensor networks was recognized as the IEEE Computer Society W. Wallace McDowell Award 2011.[24]

He is also the recipient of the IEEE Communications Society Ad Hoc and Sensor Networks Technical Committee (AHSN TC) Technical Recognition Award based on his pioneering contributions to wireless sensor networks and wireless mesh networks.

Wireless Sensor Networks in Challenged Environments such as Underwater and Underground

Akyildiz was one of the first to introduce several advanced and next generation wireless sensor network paradigms and architectures to the research community including sensor and actor networks, multimedia sensor networks, underwater acoustic sensor networks, wireless underground sensor networks, underground magnetic sensor networks, along with the comprehensive list of open research issues and the first novel communication techniques.[25]

Preliminary version of this paper [26] received the best paper award from IEEE GlobeCom 2009 conference.[27]

Cognitive Radio Networks/Dynamic Spectrum Access Networks

The paper [28] became the flagpole paper that every researcher reads first as the first initiation into the field of CR networks during the heyday of the CR networks. The paper [29] had major impact as it is the first work which demonstrated the existence of optimal sensing parameters theoretically and developed the framework to support this optimality in real network environments. This paper identified the interference model for CR, well-motivated from the limitation of communication hardware that RF front-ends cannot differentiate between the transmissions of primary and secondary users. It developed a practical spectrum sensing solution, where an optimal observation time and a transmission time are determined to maximize sensing efficiency while satisfying interference limits.

The paper [30] is the first research work that identifies the practical issues and derives possible solutions when extending the CR concept to cellular mobile networks. Specifically, this paper defined two mobility types in the CR cellular networks, user mobility and spectrum mobility.

Akyildiz and his PhD students coined the word “CRAHNs” for the first time in,[31] which is used as a standard terminology by the research community in the meantime. Specifically, this paper looked at the network architectures, where multiple nodes are not associated with a single controller (hence, called CR ad hoc networks or CRAHNs). Many practical networks can be built on top of such distributed architectures for consumer, military and disaster scenarios, with unpredictable spectrum availability. CRAHNS must operate in a dynamic environment where locations, spectrum availability, and neighboring forwarding nodes can change over time, and so are completely different from cellular networks.

All these pioneering contributions lead to receive the prestigious IEEE ComSoc TCCN Recognition Award in 2017 by the IEEE ComSoc Technical Committee on Cognitive Networks (TCCN) with citation "for pioneering contributions to spectrum sensing, spectrum sharing algorithms and communication protocols for cognitive radio networks".

2010s and 2020s

Nanonetworks/Internet of NanoThings

From the nano-device perspective, Akyildiz and his student Jornet proposed for the first time and investigated the use of graphene to develop nano-antennas for electromagnetic (EM) communication in nanonetworks in.[32] This paper showed that, by using a narrow graphene nanoribbon (GNR), an antenna just a few hundreds of nanometers long and tens of nanometers wide could radiate EM waves in the Terahertz (THz) band (0.1-10 THz). This framework is used to characterize the propagation characteristics of Surface Plasmon Polariton (SPP) waves in graphene. This work has become a foundation stone for EM nanonetworks and a US Patent was obtained for this technology in 2017.

Akyildiz and Jornet also proposed a plasmonic nano-transceiver that intrinsically operate in the THz band in where the basic idea is based on the integration of III-V High-Electron-Mobility Transistors (HEMT) with graphene in.[33] In 2016, a US Patent is obtained for this technology.

Akyildiz and his PhD student Jornet also developed very large plasmonic nano-antenna Planar Array with 32x32 (in total of 1024) elements which is called "Ultra-Massive MIMO communication systems" in [34] and a patent was issued for this idea in 2017.

Molecular Communication/Internet of BioNanoThings

While nanonetworks do not operate based on radio frequency spectrums, they mainly exploit networking paradigms which are fundamentally different yet “wireless” such as molecular communication, where the information is coded and communicated by molecules as explored in [35] and the term “Internet of BioNanoThings: was coined in the paper [36] for the first time.

Akyildiz and his student Pierobon also developed one of the first realistic molecular communication channel models and capacity analysis for molecular communication in.[37] [38] [39]

TeraHertz Band Communication

Terahertz Band (0.1-10 THz) communication is envisioned as one of the key wireless technologies of the next decade. The THz band will help to overcome the spectrum scarcity problems and capacity limitations of current wireless networks, by providing an unprecedentedly large bandwidth. In addition, THz-band communication will enable a plethora of long-awaited applications ranging from instantaneous massive data transfer among nearby devices in Terabit Wireless Personal and Local Area Networks, to ultra-high-definition content streaming over mobile devices in 6G systems.[40] [41]

The THz-band channel was investigated in [42] and the first channel model was developed for this almost unexplored frequency range. The peculiarities of the channel were captured by utilizing radiative transfer theory to account for the absorption from different types of gaseous molecules. In addition, he analytically calculated the channel capacity of the THz band for different medium compositions and power allocation schemes.

Reconfigurable Intelligent Surfaces

Electromagnetic waves undergo multiple uncontrollable alterations as they propagate within a wireless environment. Free space path loss, signal absorption, as well as reflections, refractions, and diffractions caused by physical objects within the environment highly affect the performance of wireless communications. Currently, such effects are intractable to account for and are treated as probabilistic factors. A radically different approach, enabling deterministic, programmable control over the behavior of wireless environments was first introduced in the VISORSURF project.[43]

The key enabler is the so-called HyperSurface tile, a novel class of two-dimensional metamaterials that can interact with impinging electromagnetic waves in a controlled manner. The tiles can effectively re-engineer electromagnetic waves, including steering toward any desired direction, full absorption, polarization manipulation. Multiple tiles coat objects such as walls, furniture, and other objects in indoor and outdoor settings. An external software service calculates and deploys the optimal interaction types per tile to best fit the needs of communicating devices.[44] A patent was acquired in January 2020.

The Internet of Space Things with CubeSats

A novel cyber-physical system spanning ground, air, and space, called the Internet of Space Things/CubeSats (IoST) is introduced in.[45] [46] IoST expands the functionalities of traditional IoT, by not only providing an always-available satellite backhaul network, but also by contributing real-time satellite-captured information and, more importantly, performing integration of on the ground data and satellite information to enable new applications. The fundamental building block for IoST is a new generation of nano-satellites known as CubeSats, which are augmented with Software Defined Networking (SDN) and Network Function Virtualization (NFV) solutions.

Editing career

He is the Founder and Editor in Chief of the newly established of the ITU (International Telecommunication Union) Journal on Future and Evolving Technologies (ITU-J FET) since August 2020. Dr. Akyildiz is the Editor-in-Chief Emeritus of Computer Networks Journal (Elsevier) (1999-2019), the founding Editor-in-Chief Emeritus of the Ad Hoc Networks Journal (Elsevier) (2003-2019), Physical Communication (PHYCOM) Journal (Elsevier) (2008-2017), and Nano Communication Networks (NANOCOMNET) Journal (Elsevier) (2010-2017).

He is a former editor for IEEE/ACM Transactions on Networking (1996-2001), Kluwer Journal of Cluster Computing (1997-2001), ACM-Springer Journal for Multimedia Systems (1995-2002), for IEEE Transactions on Computers (1992-1996) as well as for ACM-Springer Journal of Wireless Networks (WINET) (1995-2005). He served as a guest-editor for several special issues of various journals.

Conferences

He was the technical program chair of the 9th IEEE Computer Communications workshop in 1994.

In 1995, he co-launched the ACM MobiCom (International Conference on Mobile Computing and Networking), which is now the premier conference in the broad field of wireless networking, and he was the Technical Program Chair for MobiCom'96 and MobiCom'02.

He was also Technical Program Chair for IEEE INFOCOM'98 (Computer Networking Conference) and IEEE ICC'2003 (International Conference on Communications).

He is the co-founder of the ACM SenSys (Sensor Systems) Conference and General Co-chair of the ACM SenSys'03, which took place in Los Angeles in November 2003.

He was the General Chair for Third Med Hoc (Mediterranean Conference on Ad Hoc Networks), in Bodrum, Turkey, June 2004, and the General Chair of the IFIP Networking'07 Conference in Atlanta, May 2007.

In order to help and boost the research activities in the Black Sea region countries, in 2013 a group of researchers including him established the IEEE BlackSeaCom Conference (International Black Sea Conference on Communications and Networking). The first BlackSeaCom took place in Batumi, Georgia.

Similarly, to help to connect the Balkan countries to the Western research world, he was a member of the steering committee that launched the BalkanCom conference BalkanCom in Tirana, Albania in 2017.

He was also the Founder of the ACM NanoCom (International Conference on Nanoscale Computing and Communication), which he launched in May 2013 with the goal of accelerating the nanoscale computing, communication and networking research activities.

Textbooks

Dr. Akyildiz is the author of the following books:

Patents

Awards

External links

Notes and References

  1. Web site: 2021 Institute Retirement Celebration (GeorgiaTech.). Specialevents.gatech.edu. 10 August 2022.
  2. Akyildiz. I. F.. 1987. Exact Product Form Solution for Queueing Networks with Blocking. IEEE Transactions on Computers. C-36. 1. 122–125. 10.1109/TC.1987.5009458. 206623874. 1557-9956.
  3. Akyildiz. I.F.. 1988. On the exact and approximate throughput analysis of closed queuing networks with blocking. IEEE Transactions on Software Engineering. 14. 1. 62–70. 10.1109/32.4623. 0098-5589.
  4. Akyildiz. I.F.. 1989. Product form approximations for queueing networks with multiple servers and blocking. IEEE Transactions on Computers. 38. 1. 99–114. 10.1109/12.8732. 0018-9340.
  5. Web site: Ian F. Akyildiz's Publications. Ianakyildiz.com.
  6. Web site: IEEE Fellow. JPG. Ianakyildiz.com.
  7. Web site: IEEE Fellows 1996 | IEEE Communications Society.
  8. News: Washingtonpost.com: WashTech -- Lucent to Buy Yurie Systems for about $1 bln. The Washington Post.
  9. Akyildiz. I.F.. Inwhee Joe. Driver. H.. Yung-Lung Ho. 2001. An adaptive FEC scheme for data traffic in wireless ATM networks. IEEE/ACM Transactions on Networking. 9. 4. 419–426. 10.1109/90.944340. 15352664. 1063-6692.
  10. Akyildiz. L.F.. McNair. J.. Ho. J.. Uzunalioglu. H.. Wang. Wenye. 1998. Mobility management in current and future communications networks. IEEE Network. 12. 4. 39–49. 10.1109/65.713355. 1558-156X.
  11. Ho. J.S.M.. Akyildiz. I.F.. 1996. Local anchor scheme for reducing signaling costs in personal communications networks. IEEE/ACM Transactions on Networking. 4. 5. 709–725. 10.1109/90.541319. 5817905. 1063-6692.
  12. Akyildiz. I.F.. Ho. J.S.M.. Yi-Bing Lin. 1996. Movement-based location update and selective paging for PCS networks. IEEE/ACM Transactions on Networking. 4. 4. 629–638. 10.1109/90.532871. 1402158. 1063-6692.
  13. Akyildiz. I.F.. McNair. J.. Ho. J.S.M.. Uzunalioglu. H.. Wang. Wenye. 1999. Mobility management in next-generation wireless systems. Proceedings of the IEEE. 87. 8. 1347–1384. 10.1109/5.775420. 1558-2256.
  14. Web site: ACM Fellow.
  15. Akyildiz. I.. Altunbasak. Y.. Fekri. F.. Sivakumar. R.. 2004. AdaptNet: an adaptive protocol suite for the next-generation wireless Internet. IEEE Communications Magazine. 42. 3. 128–136. 10.1109/mcom.2004.1273784. 4711092. 0163-6804.
  16. Web site: 2003 ACM SIGMOBILE Outstanding Contribution Award.
  17. Akyildiz. I.F.. Morabito. G.. Palazzo. S.. 2001. TCP-Peach: a new congestion control scheme for satellite IP networks. IEEE/ACM Transactions on Networking. 9. 3. 307–321. 10.1109/90.929853. 12914760. 1063-6692.
  18. Colella. M.J.. Martin. J.N.. Akyildiz. F.. 2000. The HALO network/sup TM/. IEEE Communications Magazine. 38. 6. 142–148. 10.1109/35.846086. 1558-1896.
  19. Akyildiz. I. F.. Su. W.. Sankarasubramaniam. Y.. Cayirci. E.. 2002-03-15. Wireless sensor networks: a survey. Computer Networks. en. 38. 4. 393–422. 10.1016/S1389-1286(01)00302-4. 1230643 . 1389-1286.
  20. Web site: Best Tutorial Paper Award. Ianakyildiz.com.
  21. Akan. O.B.. Akyildiz. I.F.. 2005. Event-to-sink reliable transport in wireless sensor networks. IEEE/ACM Transactions on Networking. 13. 5. 1003–1016. 10.1109/tnet.2005.857076. 14376924. 1063-6692.
  22. Web site: The Network Simulator - ns-2. Isi.edu.
  23. Web site: SensorSim. Nesl.ee.ucla.edu.
  24. Web site: IEEE COMPUTER SOCIETY W. WALLACE MCDOWELL AWARD 2011. JPG. Ianakyildiz.com.
  25. Akyildiz. Ian F.. Pompili. Dario. Melodia. Tommaso. 2005-05-01. Underwater acoustic sensor networks: research challenges. Ad Hoc Networks. en. 3. 3. 257–279. 10.1016/j.adhoc.2005.01.004. 1570-8705.
  26. Sun. Zhi. Akyildiz. Ian F.. 2010. Magnetic Induction Communications for Wireless Underground Sensor Networks. IEEE Transactions on Antennas and Propagation. 58. 7. 2426–2435. 10.1109/TAP.2010.2048858. 2010ITAP...58.2426Z. 9782003. 1558-2221.
  27. Web site: The Best Paper Award from IEEE GlobeCom 2009 Conference.
  28. Akyildiz. Ian F.. Lee. Won-Yeol. Vuran. Mehmet C.. Mohanty. Shantidev. 2006. NeXt generation/dynamic spectrum access/cognitive radio wireless networks: A survey. Computer Networks. 50. 13. 2127–2159. 10.1016/j.comnet.2006.05.001. 1389-1286.
  29. Lee. Won-yeol. Akyildiz. Ian. F.. 2008. Optimal spectrum sensing framework for cognitive radio networks. IEEE Transactions on Wireless Communications. 7. 10. 3845–3857. 10.1109/T-WC.2008.070391. 3349226. 1558-2248.
  30. Lee. Won-Yeol. Akyildiz. Ian F.. 2012. Spectrum-Aware Mobility Management in Cognitive Radio Cellular Networks. IEEE Transactions on Mobile Computing. 11. 4. 529–542. 10.1109/TMC.2011.69. 16789334. 1558-0660.
  31. Akyildiz. Ian F.. Lee. Won-Yeol. Chowdhury. Kaushik R.. 2009. Spectrum management in cognitive radio ad hoc networks. IEEE Network. 23. 4. 6–12. 10.1109/MNET.2009.5191140. 206478671. 1558-156X.
  32. Book: Jornet. Josep Miquel. Akyildiz. Ian F.. The 8th European Conference on Antennas and Propagation (EuCAP 2014) . Graphene-based plasmonic nano-transceiver for terahertz band communication . 2014. https://ieeexplore.ieee.org/document/6901799. 492–496. 10.1109/EuCAP.2014.6901799. 978-8-8907-0184-9. 5848239.
  33. Book: Jornet. Josep Miquel. Akyildiz. Ian F.. The 8th European Conference on Antennas and Propagation (EuCAP 2014) . Graphene-based plasmonic nano-transceiver for terahertz band communication . 2014. https://ieeexplore.ieee.org/document/6901799. 492–496. 10.1109/EuCAP.2014.6901799. 978-8-8907-0184-9. 5848239.
  34. Akyildiz. Ian F.. Jornet. Josep Miquel. 2016-06-01. Realizing Ultra-Massive MIMO (1024×1024) communication in the (0.06–10) Terahertz band. Nano Communication Networks. Electromagnetic Communication in Nano-scale. en. 8. 46–54. 10.1016/j.nancom.2016.02.001. 1878-7789. free.
  35. Akyildiz. Ian F.. Brunetti. Fernando. Blázquez. Cristina. 2008-08-22. Nanonetworks: A new communication paradigm. Computer Networks. en. 52. 12. 2260–2279. 10.1016/j.comnet.2008.04.001. 1389-1286.
  36. Akyildiz. I. F.. Pierobon. M.. Balasubramaniam. S.. Koucheryavy. Y.. 2015. The internet of Bio-Nano things. IEEE Communications Magazine. 53. 3. 32–40. 10.1109/MCOM.2015.7060516. 1904209. 1558-1896.
  37. Pierobon. Massimiliano. Akyildiz. Ian F.. 2010. A physical end-to-end model for molecular communication in nanonetworks. IEEE Journal on Selected Areas in Communications. 28. 4. 602–611. 10.1109/JSAC.2010.100509. 5095046. 1558-0008.
  38. Pierobon. Massimiliano. Akyildiz. Ian F.. 2011. Noise Analysis in Ligand-Binding Reception for Molecular Communication in Nanonetworks. IEEE Transactions on Signal Processing. 59. 9. 4168–4182. 10.1109/TSP.2011.2159497. 2011ITSP...59.4168P. 15531629. 1941-0476.
  39. Pierobon. Massimiliano. Akyildiz. Ian F.. 2013. Capacity of a Diffusion-Based Molecular Communication System With Channel Memory and Molecular Noise. IEEE Transactions on Information Theory. 59. 2. 942–954. 10.1109/TIT.2012.2219496. 5792150. 1557-9654.
  40. Akyildiz. Ian F.. Kak. Ahan. Nie. Shuai. 2020. 6G and Beyond: The Future of Wireless Communications Systems. IEEE Access. 8. 133995–134030. 10.1109/ACCESS.2020.3010896. 220888609. 2169-3536. free. 2020IEEEA...8m3995A .
  41. Akyildiz. Ian F.. Jornet. Josep Miquel. Han. Chong. 2014. TeraNets: ultra-broadband communication networks in the terahertz band. IEEE Wireless Communications. 21. 4. 130–135. 10.1109/MWC.2014.6882305. 2377767. 1558-0687.
  42. Jornet. Josep Miquel. Akyildiz. Ian F.. 2011. Channel Modeling and Capacity Analysis for Electromagnetic Wireless Nanonetworks in the Terahertz Band. IEEE Transactions on Wireless Communications. 10. 10. 3211–3221. 10.1109/TWC.2011.081011.100545. 1105348. 1558-2248.
  43. Web site: VISORSURF, EU FET (Future Emerging Technologies Project). Visorsurf.edu.
  44. Liaskos. Christos. Nie. Shuai. Tsioliaridou. Ageliki. Pitsillides. Andreas. Ioannidis. Sotiris. Akyildiz. Ian. 2018. A New Wireless Communication Paradigm through Software-Controlled Metasurfaces. IEEE Communications Magazine. 56. 9. 162–169. 10.1109/MCOM.2018.1700659. 1806.01792. 46939322. 1558-1896.
  45. Akyildiz. Ian F.. Jornet. Josep M.. Nie. Shuai. 2019-04-01. A new CubeSat design with reconfigurable multi-band radios for dynamic spectrum satellite communication networks. Ad Hoc Networks. en. 86. 166–178. 10.1016/j.adhoc.2018.12.004. 68236543. 1570-8705.
  46. Akyildiz. Ian F.. Kak. Ahan. 2019. The Internet of Space Things/CubeSats. IEEE Network. 33. 5. 212–218. 10.1109/MNET.2019.1800445. 201144382. 1558-156X.