Anonymous ID: 2781fb Aug. 23, 2025, 3:34 a.m. No.23498509   🗄️.is 🔗kun   >>8543 >>8616 >>8701 >>8728 >>8801 >>8845

CORONA: A Coordinate and Routing system for Nanonetworks

 

September 2015

DOI:10.1145/2800795.2800809

Conference: Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication

At: Boston, MA

 

Abstract:

The present paper introduces a joint coordinate and routing system (CORONA) which can be deployed dynamically on a 2D ad-hoc nanonetwork. User-selected nodes are used as anchor-points at the setup phase. All nodes then measure their distances, in number of hops, from these anchors, obtaining a sense of geolocation. At operation phase, the routing employs the appropriate subset of anchors, selected by the sender of a packet. CORONA requires minimal setup overhead and simple integer-based calculations only, imposing limited requirements for trustworthy operation. Once deployed, it operates efficiently, yielding a very low packet retransmission and packet loss rate, promoting energy-efficiency and medium multiplexing.

 

https://www.researchgate.net/publication/283302295_CORONA_A_Coordinate_and_Routing_system_for_Nanonetworks

 

An extract:

Nano networking has become a topic of research interest indierent elds. In general, two main trends can be distinguished: the biological or bio-inspired communication mod-ules and the wireless electromagnetic (EM) communication. The rst relies on biology as a source of inspiration and exploits biological molecules as information carriers. For example, the information is encoded on several biological molecules (e.g. RNA), which are diused to the environment[1, 16]. The latter trend, which is assumed in the present work, relies on radiative transfer theory, where wireless communication is based on electromagnetic (EM) waves. Related research eorts so far have been focused on the physical and the Medium Access Control (MAC) denition, where the driving factor of research is the energy eciency.

 

Volume: 2015

Anonymous ID: 2781fb Aug. 23, 2025, 3:40 a.m. No.23498519   🗄️.is 🔗kun   >>8543 >>8616 >>8701 >>8801 >>8845

A comprehensive review of machine learning applications for internet of nano things: challenges and future directions

 

April 2025

Artificial Intelligence Review 58(7)

DOI:10.1007/s10462-025-11211-z

 

Abstract:

In recent years, advances in nanotechnology and the Internet of Things (IoT) have led to the development of the revolutionary Internet of Nano Things (IoNT). IoNT, has found very similar real-life applications in agriculture, military, multimedia, and healthcare. However, despite the rapid advancements in both IoNT and machine learning (ML), there has been no comprehensive review explicitly focused on the integration of these two fields. Existing surveys and reviews on IoNT primarily address its architecture, communication methods, and domain-specific applications, yet overlook the critical role ML could play in enhancing IoNT’s capabilities–particularly in data processing, anomaly detection, and security. This survey addresses this gap by providing an in-depth analysis of IoNT-ML integration, reviewing state-of-the-art ML applications within IoNT, and systematically discussing the challenges that persist in this integration. Additionally, we propose future research directions, establishing a framework to guide advancements in IoNT through ML-driven solutions.

 

https://www.researchgate.net/publication/390704538_A_comprehensive_review_of_machine_learning_applications_for_internet_of_nano_things_challenges_and_future_directions

Anonymous ID: 2781fb Aug. 23, 2025, 3:44 a.m. No.23498522   🗄️.is 🔗kun   >>8543 >>8616 >>8701 >>8801 >>8845

A deployable routing system for nanonetworks

 

May 2016

DOI:10.1109/ICC.2016.7511151

 

https://www.researchgate.net/publication/305676061_A_deployable_routing_system_for_nanonetworks

 

MAC Layer. Studies have mainly focused on sparse, full-mesh topologies, targeting Body Area Network (BAN) ap-plications [12]. These studies assume hierarchical networks, where a set of sizable, relatively powerful nano-routers control the smaller, cheaper nanonodes. Nonetheless, this approach disrupts the unobtrusive advantage of nanonetworks. Few studies consider ad hoc multi-hop networks of identical nodes, which are the focus of the present work. PHLAME is a distributed MAC protocol running on top of RD TS-OOK, which allows a transmitter and a receiver pair to choose the optimal communication parameters on demand, througha lightweight handshaking process [6]. The Receiver InitiatedHarvesting-aware MAC protocol assumes that properly pow-ered nodes advertise their retransmission capability, triggering data dissemination [13]. Both PHLAME and RIH-MAC are built on energy scavenging, thus being applicable to ultra-low network traffic cases. Conceptual similarities also ex-ist among the studied nanonetworks and ad hoc networks-on-chips (NoCs) or macro-scale Wireless Sensor Networks(WSNs) [2]. Nonetheless, NoCs and WSNs assume much more powerful nodes than nanonetworks and very different wireless channel conditions [14]. Therefore, WSN and NoC-oriented solutions are generally not portable to nanonetworks

 

An extract:

"Advances in nanotechnology have enabled the extension of control and networking to µm scales. The RFID dust by Hi-tachi Ltd., for example, comprises nodes that are manufactured at a total size of 50×50×5µm [1]. Graphene technology is expected to enable even further miniaturization, with interesting applications in a variety of elds. In biomedicine, nano-devices are envisioned to monitor the human body at cellular level and perform targeted drug delivery [2]. In the materials and environmental monitoring industry, nanonetworking enables the construction of smart, active materials, which enable the real-time monitoring of their internal structural [3], or even the control over their electromagnetic behavior (cf. software-dened materials-SDMs"

 

……….

 

Graphene is what enabled nano communication.

Anonymous ID: 2781fb Aug. 23, 2025, 3:49 a.m. No.23498529   🗄️.is 🔗kun   >>8532

A review on Internet of Things (IoT), Internet of Everything (IoE) and Internet of Nano Things (IoNT)

September 2015

DOI:10.1109/ITechA.2015.7317398

Conference: 2015 Internet Technologies and Applications (ITA)

 

https://www.researchgate.net/publication/308496376_A_review_on_Internet_of_Things_IoT_Internet_of_Everything_IoE_and_Internet_of_Nano_Things_IoNT

 

An extract:

The technology is described by Akyıldız and Josep Jornet using graphene-based nano-antennae operating at Terahertz frequencies. They also discuss the problems of extreme attenuation at these frequencies and networking at this nano-level [18].

 

Abstract:

The current prominence and future promises of the Internet of Things (IoT), Internet of Everything (IoE) and Internet of Nano Things (IoNT) are extensively reviewed and a summary survey report is presented. The analysis clearly distinguishes between IoT and IoE which are wrongly considered to be the same by many people. Upon examining the current advancement in the fields of IoT, IoE and IoNT, the paper presents scenarios for the possible future expansion of their applications.

Anonymous ID: 2781fb Aug. 23, 2025, 3:50 a.m. No.23498532   🗄️.is 🔗kun

>>23498529

Another extract:

 

"The concept of IoE is being extended to its fullest by the implementation of the Internet of Nano Things (IoNT). This is achieved by incorporating nano-sensors in diverse objects and through the use of nano-networks. A model of this concept as a medical application is shown in Fig. 5: this provides access to data from places previously impossible to sense or from instruments inaccessible due to sensor size. This will enable new medical and environmental data to be collected, potentially leading to refinement of existing knowledge, new discoveries and better medical diagnostics"

Anonymous ID: 2781fb Aug. 23, 2025, 3:54 a.m. No.23498537   🗄️.is 🔗kun   >>8543 >>8616 >>8701 >>8801 >>8845

A timing channel-based MAC protocol for energy-efficient nanonetworks☆

 

Salvatore D’Oro

, Laura Galluccio

, Giacomo Morabito

, Sergio Palazzo

Dipartimento di Ingegneria Elettrica, Elettronica ed Informatica, University of Catania, V.le A. Doria, 6 - 95125 Catania, Italy

 

https://www.sciencedirect.com/science/article/abs/pii/S187877891500006X

 

Abstract

In this paper a scheme is proposed that exploits the timing channel, i.e., the logical communication channel in which information is encoded in the timing of transmissions, in nanocommunications. The above scheme is called Timing Channel for Nanonetworks (TCN) and supports low rate communications in an energy efficient and reliable manner. Performance of TCN are analytically evaluated and compared, through numerical examples, to those achieved by traditional communication schemes. Performance results show that TCN outperforms traditional schemes in a wide range of system settings.

 

Some have heard that the vaccinated give off MAC codes, but their normalcy bias prevents them from assimilating information that falls outside their little box that they have built around themselves…

 

A small extract:

 

"Nano communications have attracted a large interest in the last few years, as the technology can push computing pervasiveness much further than what can be envisaged today. In fact, nanomachines have size in the order of several hundreds of cubic nanometers and can also be implanted inside objects and bodies. As a consequence, it is possible to deploy a massive number of devices that can be exploited for a wide range of possible applications, such as health and environmental monitoring, biosensing, drugs and disease detection where nanomachines work as nanosensors and constantly monitor several different parameters, then collected by some sinks

[1].

Furthermore, nanomachines are expected to communicate by means of small antennas whose sizes will range from hundreds to thousands of nanometers. Therefore, due to their limited sizes, such antennas are expected to resonate at really high frequencies. As an example, in the seminal paper on Internet of Nano-Things [1], authors envision the exploitation of modern nanotechnologies that rely upon new materials such as graphene, to provide nano-electromagnetic communications in the Terahertz band. In fact, graphene-based antennas such as Carbon Nanotubes (CNTs) and Graphene Nanoribbons (GNR) are promising technologies to provide nanocommunications by exploiting pulse-based communications in the range of hundreds of femtoseconds

[2].

Since nanomachines have limited computational, energy and communication capabilities, the amount of information that each node has to transmit is expected to be small and encoded in few bits. This assumption stems from several nanomachines applications [1], [3], [4], like health and environmental monitoring, where sensed data can be encoded with only few bits.

In [1] authors identify some requirements for electromagnetic nanonetworks which can be summarized as follows:

Energy-Efficiency: nanomachines are expected to be implanted inside bodies or objects and rely upon small energy capabilities. Thus, energy-efficient resource management and communications should be considered. A feasible approach is to reduce transmitting power levels and transmit small packets followed by long silence periods.

Communication robustness: traditional carrier sensing approaches cannot be employed as pulse-based communications do not have any carrier. Therefore, novel Medium Access Control (MAC) protocols to manage communications between nanomachines have to be considered. Several works in the literature tackle this critical issue by proposing novel MAC protocols [5], [6] which also exploit nanoscale energy-harvesting capabilities to provide energy-efficient and perpetual communications [7], [8]. Furthermore, even though the number of nanomachines is expected to explode in the next years, due to the small transmission range, the number of neighboring interfering nanomachines is small, which reduces the probability that collisions happen. However, to provide robust and reliable communications, efficient collision recovery schemes based on proper acknowledgment mechanisms have to be considered.

Anonymous ID: 2781fb Aug. 23, 2025, 3:56 a.m. No.23498539   🗄️.is 🔗kun   >>8543 >>8616 >>8701 >>8801 >>8845

Slot Self-Allocation Based MAC Protocol for Energy Harvesting Nano-Networks

 

by Wan-Liang Wang,Chao-Chao Wang ORCID and Xin-Wei Yao *ORCID

College of Computer Science and Technology Zhejiang University of Technology, Hangzhou 310023, China

*

Sensors 2019, 19(21), 4646; https://doi.org/10.3390/s19214646

 

Abstract

Nano-networks are composed of interconnected nano-nodes and can enable unprecedented applications in various fields. Due to the peculiarities of nano-networks, such as high density, extremely limited energy and computational resources, traditional carrier-sensing based Media Access Control (MAC) protocols are not suitable for nano-networks. In this paper, a Slot Self-Allocation based MAC protocol (SSA-MAC) is proposed for energy harvesting nano-networks. Two transmission schemes for centralized and distributed nano-networks are designed, respectively. In centralized nano-networks, nano-nodes can only send packets to the nano-controller in their Self-Allocation Slots (SASs), while, in distributed nano-networks, nano-nodes can only receive packets from surrounding nano-nodes in their SASs. Extensive simulations were conducted to compare the proposed SSA-MAC with PHysical LAyer aware MAC (PHLAME), Receiver-Initiated Harvesting-aware MAC (RIH-MAC) and Energy Efficient Wireless NanoSensor Network MAC (EEWNSN). From the results, it can be concluded that the proposed SSA-MAC achieves better performance and can reduce the collision probability, while improving the energy efficiency of nano-networks.

 

An Extract:

Nano-networks are composed of interconnected nano-nodes and can enable unprecedented applications in various fields. Due to the peculiarities of nano-networks, such as high density,

extremely limited energy and computational resources, traditional carrier-sensing based Media Access Control (MAC)protocols are not suitable for nano-networks.

 

In this paper, a Slot Self-Allocation based MAC protocol (SSA-MAC) is proposed for energy harvesting nano-networks. Two transmission schemes for centralized and distributed nano-networks are designed, respectively. In centralized

nano-networks, nano-nodes can only send packets to the nano-controller in their Self-Allocation Slots (SASs), while, in distributed nano-networks, nano-nodes can only receive packets from surrounding nano-nodes in their SASs. Extensive simulations were conducted to compare the proposed SSA-MAC

with PHysical LAyer aware MAC (PHLAME), Receiver-Initiated Harvesting-aware MAC (RIH-MAC) and Energy Efficient Wireless NanoSensor Network MAC (EEWNSN).

 

From the results, it can be concluded that the proposed SSA-MAC achieves better performance and can reduce the collision

probability, while improving the energy efficiency of nano-networks

Anonymous ID: 2781fb Aug. 23, 2025, 3:59 a.m. No.23498541   🗄️.is 🔗kun   >>8616 >>8701 >>8801 >>8845

https://x.com/_/status/1928798841974694168

 

WhoWouldHaveKnown

@RCarter69938

The FDA just approved the first self amplifying mRNA vaccine from Kostaive.

Bill Gates says there are a lot of lipid nano particles and some are self assembling and we just need to mess around. The mRNA is very cheap to produce.

Last edited

8:00 AM · May 31, 2025

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