24 citations · 91 across the 19 of their papers we have counts for
20 papers
Towards Energy Impact on AI-Powered 6G IoT Networks: Centralized vs. Decentralized
Anjie Qiu, Donglin Wang, Sanket Partani +2
The emergence of sixth-generation (6G) technologies has introduced new challenges and opportunities for machine learning (ML) applications in Internet of Things (IoT) networks, par…
Deep Learning-Based Physical Layer Authentication Using 5G NR Sounding Reference Signals: A Temporal Generalization Study on Real Testbed Data
Sachinkumar B. Mallikarjun, Marvin Reski, Andreas Weinand +1
Physical Layer Authentication (PLA) exploits the spatial uniqueness of wireless channel characteristics in order to authenticate devices without recourse to higher-layer cryptograp…
Keep Private Networks Private II: Wideband Secret Key Generation on a Real 5G NR Testbed
Sachinkumar B. Mallikarjun, Christoph Lipps, Marvin Reski +3
Secret key generation (SKG) from wireless channel reciprocity has been demonstrated on WiFi, LTE, and LoRaWAN, but has never been demonstrated on 5G New Radio (NR) Sounding Referen…
Physical Layer Security based Key Management for LoRaWAN
Weinand Andreas, Andreu G. de la Fuente, Lipps Christoph +1
Within this the work applicability of Physical LayerSecurity (PHYSEC) based key management within Long RangeWide Area Network (LoRaWAN) is proposed and evaluatedusing an experiment…
Channel Estimation in C-V2X using Deep Learning
Raja Sattiraju, Andreas Weinand, Hans D. Schotten
Channel estimation forms one of the central component in current OFDM systems that aims to eliminate the inter-symbol interference by calculating the CSI using the pilot symbols an…
Link Level Performance Comparison of C-V2X and ITS-G5 for Vehicular Channel Models
Raja Sattiraju, Donglin Wang, Andreas Weinand +1
V2X communications plays a significant role in increasing traffic safety and efficiency by enabling vehicles to exchange their status information with other vehicles and traffic en…
Supervised Learning for Physical Layer based Message Authentication in URLLC scenarios
Andreas Weinand, Raja Sattiraju, Michael Karrenbauer +1
PHYSEC based message authentication can, as an alternative to conventional security schemes, be applied within \gls{urllc} scenarios in order to meet the requirement of secure user…
AI-assisted PHY technologies for 6G and beyond wireless networks
Raja Sattiraju, Andreas Weinand, Hans D. Schotten
Machine Learning (ML) and Artificial Intelligence(AI) have become alternative approaches in wireless networksbeside conventional approaches such as model based solutionconcepts. Wh…
A Controller for Network-Assisted CACC based Platooning
Sanket Partani, Andreas Weinand, Hans D. Schotten
Platooning involves a set of vehicles moving in a cooperative fashion at equal inter-vehicular distances. Taking advantage of wireless communication technology, this paper aims to…
System-Level Simulator of LTE Sidelink C-V2X Communication for 5G
Donglin Wang, Raja R. Sattiraju, Andreas Weinand +1
In recent years, Cellular-Vehicle-to-Everything (CV2X) has been an emerging area of interest attracting both the industry and academy societies to develop, which is also a prominen…
Performance Analysis of Deep Learning based on Recurrent Neural Networks for Channel Coding
Raja Sattiraju, Andreas Weinand, Hans D. Schotten
Channel Coding has been one of the central disciplines driving the success stories of current generation LTE systems and beyond. In particular, turbo codes are mostly used for cell…
Security Solutions for Local Wireless Networks in Control Applications based on Physical Layer Security
Andreas Weinand, Michael Karrenbauer, Hans D. Schotten
The Design of new wireless communication systems for industrial applications, e.g. control applications, is currently a hot research topic, as they deal as a key enabler for more f…
Multi-RATs Support to Improve V2X Communication
Ji Lianghai, Andreas Weinand, Bin Han +1
As the next generation of wireless system targets at providing a wider range of services with divergent QoS requirements, new applications will be enabled by the fifth generation (…
On Partly Overloaded Spreading Sequences with Variable Spreading Factor
Michael Karrenbauer, Andreas Weinand, Hans D. Schotten
Future wireless communications systems are expected to support multi-service operation, i.e. especially multi-rate as well as multi-level quality of service (QoS) requirements. Thi…
Physical Layer Authentication for Mission Critical Machine Type Communication using Gaussian Mixture Model based Clustering
Andreas Weinand, Michael Karrenbauer, Ji Lianghai +1
The application of Mission Critical Machine Type Communication (MC-MTC) in wireless systems is currently a hot research topic. Wireless systems are considered to provide numerous a…
Application of Machine Learning for Channel based Message Authentication in Mission Critical Machine Type Communication
Andreas Weinand, Michael Karrenbauer, Raja Sattiraju +1
The design of robust wireless communication systems for industrial applications such as closed loop control processes has been considered manifold recently. Additionally, the ongoi…
Providing Physical Layer Security for Mission Critical Machine Type Communication
Andreas Weinand, Abhijit Ambekar, Michael Karrenbauer +1
The design of wireless systems for Mission Critical Machine Type Communication (MC-MTC) is currently a hot research topic. Wireless systems are considered to provide numerous advan…
Radio Link Enabler for Context-aware D2D Communication in Reuse Mode
Ji Lianghai, Andreas Weinand, Michael Karrenbauer +1
Device-to-Device (D2D) communication is considered as one of the key technologies for the fifth generation wireless communication system (5G) due to certain benefits provided, e.g.…
Direct Vehicle-to-Vehicle Communication with Infrastructure Assistance in 5G Network
Ji Lianghai, Man Liu, Andreas Weinand +1
Compared with today's 4G wireless communication network, the next generation of wireless system should be able to provide a wider range of services with different QoS requirements.…
Feasibility Study of Enabling V2X Communications by LTE-Uu Radio Interface
Ji Lianghai, Andreas Weinand, Bin Han +1
Compared with the legacy wireless networks, the next generation of wireless network targets at different services with divergent QoS requirements, ranging from bandwidth consuming…