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20132024
most citedMachine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

301 citations · 1.9k across the 75 of their papers we have counts for

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Showing 2019Show all

9 papers · 1 filter

cs.NI2019

Toward Operator-to-Waveform 5G Radio Access Network Slicing

Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia

Radio access network (RAN) slicing realizes a vision where physical network resources that belong to a specific infrastructure provider can be shared among multiple mobile network…

cs.CR2019★ 4 cited

Hiding Data in Plain Sight: Undetectable Wireless Communications Through Pseudo-Noise Asymmetric Shift Keying

Salvatore D'Oro, Francesco Restuccia, Tommaso Melodia

Undetectable wireless transmissions are fundamental to avoid eavesdroppers. To address this issue, wireless steganography hides covert information inside primary information by sli…

cs.NI2019★ 8 cited

DeepRadioID: Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithms

Francesco Restuccia, Salvatore D'Oro, Amani Al-Shawabka +5

Radio fingerprinting provides a reliable and energy-efficient IoT authentication strategy. By mapping inputs onto a very large feature space, deep learning algorithms can be traine…

cs.NI2019★ 2 cited

Jam Sessions: Analysis and Experimental Evaluation of Advanced Jamming Attacks in MIMO Networks

Liyang Zhang, Francesco Restuccia, Tommaso Melodia +1

In advanced jamming, the adversary intentionally concentrates the available energy budget on specific critical components (e.g., pilot symbols, acknowledgement packets, etc.) to (i…

cs.NI2019

VL-ROUTE: A Cross-Layer Routing Protocol for Visible Light Ad Hoc Network

Jithin Jagannath, Tommaso Melodia

Visible Light Ad Hoc Networks (LANETs) is being perceived as an emerging technology to complement Radio Frequency (RF) based ad hoc networks to reduce congestion in the overloaded…

cs.CR2019★ 42 cited

Blockchain for the Internet of Things: Present and Future

Francesco Restuccia, Salvatore D'Oro andSalil S. Kanhere, Tommaso Melodia +1

One of the key challenges to the IoT's success is how to secure and anonymize billions of IoT transactions and devices per day, an issue that still lingers despite significant rese…

cs.NI2019★ 3 cited

Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop

Francesco Restuccia, Tommaso Melodia

The explosion of 5G networks and the Internet of Things will result in an exceptionally crowded RF environment, where techniques such as spectrum sharing and dynamic spectrum acces…

cs.NI2019

The Slice Is Served: Enforcing Radio Access Network Slicing in Virtualized 5G Systems

Salvatore D'Oro, Francesco Restuccia, Alessandro Talamonti +1

The notions of softwarization and virtualization of the radio access network (RAN) of next-generation (5G) wireless systems are ushering in a vision where applications and services…

cs.NI2019★ 301 cited

Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey

Jithin Jagannath, Nicholas Polosky, Anu Jagannath +2

The Internet of Things (IoT) is expected to require more effective and efficient wireless communications than ever before. For this reason, techniques such as spectrum sharing, dyn…