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Wireless Communications and Mobile Computing
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Journal
profile
Wireless
Communications and Mobile Computing offers the R&D businesses strolling in
academia and the telecommunications and networking industries with a discussion
board for sharing studies and mind on this fast moving place.
Editor
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Chief
Editor Dr Cai is an Associate Professor within the Department of Computer
Science at Georgia State University, USA and an Associate Director at INSPIRE
Center.
Special
Issues
Radio
Frequency Fingerprinting Identification of Few-Shot Wireless Signals Based on
Deep Metric Learning
As
a circulate-protocol endogenous protection mechanism, the physical
layer-primarily based radio frequency (RF) fingerprinting can successfully
enhance the existing password-primarily based definitely genuinely utility
layer authentication utilising the hardware versions of wi-fi gadgets, it
sincerely is particular and can not be counterfeited with the aid of using
using using a third birthday party. However, the popularity standard
performance of the deep reading bodily layer fingerprint popularity set of tips
drops sharply within the case of a small quantity of signal samples.
This
paper analyzes the feasibility plus proposes the few-shot wireless sign
elegance network based totally completely totally on deep metric analyzing
(FSig-Net). FSig-Net reduces the version’s dependence on large statistics by
means of using using adaptively mastering the characteristic distance metric.
We use eight mobile phones plus 18 Internet of Things (IoT) module as targets
for identification. When the huge form of unmarried-kind samples is handiest
10, the recognition accuracy of cell phones can acquire ninety eight.28%, and
the popularity accuracy of IoT devices can achieve ninety eight.20%.
Intelligent
Deployment of Delay-Sensitive Service utility Chain Based on Parallelization
and Improved Cuckoo Search Algorithm
As
one of the key focuses in 6G research, the freedom–air–ground included network
consists of a selection of technological frameworks. Network feature
virtualization allows network competencies to be deployed on extensive servers
inside the form of software program software and creates a provider feature
chain (SFC) consistent with person issuer requirements.
In
modern-day years, the deployment of SFC has emerge as famous research due to
the growing name for for low remove in community software program program
software program eventualities. Low postpone is a important indicator of the
awesome of provider, specially for eliminate-touchy packages.
To
deal with this trouble, we suggest a way for the deployment of put off-touchy
SFC primarily based totally on parallelization and the advanced cuckoo are
looking for (ICS) set of suggestions (DDSSFC-PICS). This technique optimizes
the composition and deployment of SFC jointly. First, the serial form of the
SFC is converted proper proper right into a parallel shape with the beneficial
resource of figuring out the dependency of virtual community capabilities,
which reduces the period of the SFC and thereby reduces put off.
Second,
with the optimization motive of minimizing network eliminate, a parallel SFC
deployment version is set up under constraints together with packet loss price
and aid availability. Finally, the ICS set of recommendations is carried out
for optimization, wherein remove is used due to the fact the health degree. By
enhancing the Lévy flight step period and drawing notion from the whale set of
guidelines, the general common performance of the cuckoo are attempting to find
(CS) set of guidelines is more appropriate, most vital to a further bargain in
postpone.
The
simulation outcomes display that the use of the equal CS deployment approach,
parallelized SFC has a notably decrease put off in contrast to serial SFC.
Furthermore, the DDSSFC-PICS reduces the do away with with the aid of manner of
22.Fifty eight% and 19.02%, respectively, in contrast with the CS deployment with
particle swarm optimization SFC deployment strategies.
Analysis
of Eavesdropping Region in Hybrid Wave-Microwave Wireless Systems
Hybrid
communication structures, in which millimeter-wave (mmWave) links coexist with
microwave links, had been an critical thing within the fifth-era (5G) wireless
networks. Nevertheless, the open function of the wi-fi medium makes hybrid
structures susceptible to eavesdropping assaults. Eavesdroppers in hybrid
communication system can enhance their assault ordinary general performance via
opportunistically eavesdropping on mmWave or microwave hyperlinks.
This paper, consequently, desires to reply a
natural question: wherein place do eavesdroppers choose out out the mmWave
links? To this surrender, we first formulate this question as an eavesdropping
location characterization trouble from the bodily layer safety angle, wherein
eavesdroppers select the hyperlink to eavesdrop primarily based on the ratio
between the protection performances of the mmWave and microwave hyperlinks.
To version the protection performances of every the mmWave and microwave hyperlinks, we derive closed-shape expressions for the secrecy outage possibilities and decrease bounds/unique expressions for the secrecy expenses of each links. Finally, we offer numerical outcomes to validate our theoretical evaluation and furthermore illustrate the mmWave eavesdropping area beneath numerous community parameter settings read more :- informationtechnologymedia
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