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Search Results - tommaso+melodia
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Methods for real-time wideband RF waveform and emission classification
Revolutionary deep learning tech for accurate, real-time spectrum sensing of wireless signals like 5G, WiFi, and Bluetooth https://nu.testtechnologypublisher.com/files/sites/mark-saulich-17.jpg Background: Spectrum sensing is crucial in wireless communications for efficiently utilizing the limited available radio frequency (RF) spectrum....
Published: 1/29/2025
|
Inventor(s):
Tommaso Melodia
,
Milin Zhang
,
Salvatore D'Oro
,
Daniel Uvaydov
,
Francesco Restuccia
,
Clifton Robinson
Keywords(s):
Deep learning
,
O-RAN
,
Spectrum sensing
Category(s):
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
Methods for reliable classification of wireless signals
This technology uses AI and neural networks for real-time wireless signal classification, enhancing detection accuracy and compensating for channel distortions by manipulating the waveform before transmission. https://nu.testtechnologypublisher.com/files/sites/mark-saulich-12.jpg Background: The constant evolution of networking systems...
Published: 1/29/2025
|
Inventor(s):
Salvatore D'Oro
,
Tommaso Melodia
,
Francesco Restuccia
Keywords(s):
Deep Reinforcement Learning
,
Machine Learning
,
wireless signals
Category(s):
Technology Classifications > 3. Computer Science > Network communications
,
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
Visible-Light Software-Defined Modem
https://nu.technologypublisher.com/files/sites/adobestock_1088897559.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-21.jpg Source: Adobe Stock By Boinah # 1088897559 Visible-Light Software-Defined Modem Self-optimizing and adaptive networks enabling multidomain communications Background Networks of autonomous and...
Published: 1/31/2025
|
Inventor(s):
Kerem Enhos
,
Emrecan Demirors
,
Tommaso Melodia
Keywords(s):
Optical Communication
,
Software-defined Networks
,
Visible Light Communication (VLC)
Category(s):
Technology Classifications > 3. Computer Science > IoT
,
Technology Classifications > 3. Computer Science > Software
,
Technology Classifications > 2. Physical Science > Environmental/Clean tech
,
Technology Classifications > 3. Computer Science > Complex Networks
,
Technology Classifications > 3. Computer Science > Network communications
,
Technology Classifications > WIoT
,
Not in use > -Sensors
Mechanism for Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop
RFLearn autonomously optimizes RF communication using deep learning for low-latency, real-time adjustments in 5G and IoT networks. https://nu.technologypublisher.com/files/sites/adobestock_1032238958.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-19.jpg Source: Adobe Stock By Amornrat # 1032238958 Background: The...
Published: 2/3/2025
|
Inventor(s):
Francesco Restuccia
,
Tommaso Melodia
Keywords(s):
Category(s):
Technology Classifications > 3. Computer Science > IoT
,
Technology Classifications > 3. Computer Science > Network communications
,
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
,
Not in use > -Networks
Method for Spectrum Sharing by Cellular and WiFi Networks Based on Cognitive Beamforming
https://nu.technologypublisher.com/files/sites/adobestock_946292754.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-21.jpg Source Adobe Stock By Man888 # 946292754 INV-19022 Background In today’s cellular world mobile data traffic is increasing at an unprecedented rate, which poses a significant burden on the...
Published: 1/31/2025
|
Inventor(s):
Lorenzo Bertizzolo
,
Tommaso Melodia
Keywords(s):
5g NR
,
Spectral Efficiency
,
Spectrum Sharing
,
Unlicensed Spectrum Band
,
Wi-Fi
Category(s):
Technology Classifications > 3. Computer Science > Network communications
,
Technology Classifications > WIoT
,
Not in use > -Networks
,
Not in use > -Communications
Mechanisms for the Enforcement of Network Slicing Policies in Virtualized Cellular Networks
An algorithm for effective management of network slices for 5G networks https://nu.testtechnologypublisher.com/files/sites/mark-saulich-17.jpg https://nu.testtechnologypublisher.com/files/sites/adobestock_244167435.jpeg Source: By Aliaksandr Marko Adobe Stock Image :# 244167435 Background Recent studies indicate that the demand...
Published: 1/29/2025
|
Inventor(s):
Salvatore D'Oro
,
Francesco Restuccia
,
Tommaso Melodia
Keywords(s):
5G Networks
,
Communications
,
Network Slicing
Category(s):
Technology Classifications > 3. Computer Science > Network communications
,
Technology Classifications > WIoT
,
Not in use > -Networks
A Deep Learning-based Polymorphic Internet of Things Platform for Reliable and Secure Wireless Communications
PolyRF uses deep learning to dynamically adapt IoT signal processing, enhancing security and mitigating spectrum crunch. Copy Image URL via instructions below https://nu.testtechnologypublisher.com/files/sites/mark-saulich-26.jpg Background: The Internet of Things (IoT) is experiencing rapid growth, with devices increasingly relying on...
Published: 1/29/2025
|
Inventor(s):
Francesco Restuccia
,
Tommaso Melodia
Keywords(s):
Category(s):
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
,
Not in use > -Networks
Mechanisms for Adversarial Machine Learning in Wireless Systems
AI-driven technology enhances real-time wireless signal classification and transceiver adjustments through adaptive neural networks https://nu.technologypublisher.com/files/sites/adobestock_1089384366.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-20.jpg Source: Adobe Stock By clsdesign #1089384366 Background: Wireless...
Published: 2/3/2025
|
Inventor(s):
Francesco Restuccia
,
Salvatore D'Oro
,
Tommaso Melodia
Keywords(s):
IoT
,
Machine Learning
,
Wi-Fi
Category(s):
Technology Classifications > 3. Computer Science > Software
,
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
Mechanism for Real-Time Channel-Resilient Optimization of Deep Learning-based Radio Fingerprinting Algorithm
DeepRadioID uses FIR filters and deep learning for unique, energy-efficient IoT device authentication without resource-intensive cryptography https://nu.technologypublisher.com/files/sites/adobestock_1087414419.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-24.jpg Source: Adobe Stock By Wilasini #: 1087414419 Background:...
Published: 2/3/2025
|
Inventor(s):
Francesco Restuccia
,
Salvatore D'Oro
,
Tommaso Melodia
Keywords(s):
Category(s):
Technology Classifications > 3. Computer Science
,
Technology Classifications > WIoT
,
Not in use > -Communications
WNOS: An Optimization-based Wireless Network Operating System
https://nu.technologypublisher.com/files/sites/adobestock_181871014.jpeg https://nu.testtechnologypublisher.com/files/sites/mark-saulich-21.jpg Source: Adobe Stock By tippapatt # 181871014 INV-18026 Background Existing wireless networks are inherently hardware-based and rely on closed and inflexible architectures that delay...
Published: 1/31/2025
|
Inventor(s):
Tommaso Melodia
,
Zhangyu Guan
Keywords(s):
Category(s):
Technology Classifications > WIoT
,
Not in use > -Networks
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