A5013995560- Vehicular Ad Hoc Networks (VANETs)
- Advanced MIMO Systems Optimization
- Traffic control and management
- Telecommunications and Broadcasting Technologies
- Human Mobility and Location-Based Analysis
- Transportation Planning and Optimization
- Transportation and Mobility Innovations
- Power Line Communications and Noise
- Age of Information Optimization
- Traffic Prediction and Management Techniques
- Network Time Synchronization Technologies
- Privacy-Preserving Technologies in Data
- Advanced Wireless Communication Technologies
- Software-Defined Networks and 5G
- Mobile Ad Hoc Networks
- IoT and Edge/Fog Computing
- Millimeter-Wave Propagation and Modeling
- Digital Transformation in Industry
- Air Quality Monitoring and Forecasting
- Data Stream Mining Techniques
- UAV Applications and Optimization
- Advanced Signal Processing Techniques
- Anomaly Detection Techniques and Applications
- Autonomous Vehicle Technology and Safety
- IoT Networks and Protocols
University of Koblenz and Landau
2022-2024
University of Kaiserslautern
2019-2024
Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau
2022
The global roll-out phase of the fifth-generation mobile communication systems is currently underway. industry and academia have already begun research on potential sixth-generation (6G) systems. 6G system anticipated to provide network connectivity for an extensive range use cases in a variety emerging vertical industries. Consequently, new set challenging requirements more stringent key performance indicators be considered, novel architecture has designed, unique enabling technologies...
The evolution of wireless communications into 6G and beyond is expected to rely on new machine learning (ML)-based capabilities. These can enable proactive decisions actions from wireless-network components sustain quality-of-service (QoS) user experience. Moreover, use cases in the area vehicular industrial will emerge. Specifically vehicle communication, vehicle-to-everything (V2X) schemes benefit strongly such advances. With this mind, we have conducted a detailed measurement campaign...
In the future, mobility use cases will depend on precise predictions, with Quality of Service (QoS) prediction being a prominent example. This paper presents realistic measurements from today's vehicles to support robust QoS in future. Based dedicated and controlled measurement campaign, we highlight aspects wireless environment device characteristics, like sampling rates, that influence collected datasets. If not properly handled, such characteristics might hinder performance Artificial...
As cellular networks evolve towards the 6th generation, machine learning is seen as a key enabling technology to improve capabilities of network. Machine provides methodology for predictive systems, which, in turn, can make become proactive. This proactive behavior network be leveraged sustain, example, specific quality service requirement. With service, wide variety new use cases, both safety- and entertainment-related, are emerging, especially automotive sector. Therefore, this work, we...
At the time of development, standardization, and further improvement are vital to modern cellular systems such as next generation wireless communication (5G). Simulations essential test optimize algorithms procedures prior their implementation process equipment manufactures. In order evaluate system performance at different levels, accurate simulations simple setups, well more complex via abstracted models necessary. this work, two new simulators for sidelink Cooperative-...
In recent years, the next generation of wireless communication (5G) plays a significant role in both industry and academy societies. Cellular Vehicle-to-Everything (C-V2X) technology has been one prominent services for 5G. For C-V2X transmission mode, there is newly defined channel (sidelink) that can support direct communication. Direct allows vehicles to communicate share safety-related information with other traffic participates directly without going through cellular network. The data...
The advent of 5G New Radio (NR) technology has revolutionized the landscape wireless communication, offering various enhancements such as elevated system capacity, improved spectrum efficiency, and higher data transmission rates. To achieve these benefits, implemented Ultra-Dense Network (UDN) architecture, characterized by deployment numerous small general Node B (gNB) units. While this approach boosts capacity frequency reuse, it also raises concerns increased signal interference, longer...
In 5G wireless communication, Intelligent Transportation Systems (ITS) and automobile applications, such as autonomous driving, are widely examined. These applications have strict requirements often require high Quality of Service (QoS). an urban setting, Ultra-Dense Networks (UDNs) the potential to not only provide optimal QoS but also increase system capacity frequency reuse. However, current architecture UDN dense Small Cell Nodes (SCNs) deployment prompts increased delay, handover times,...
In the urban environment, buildings, moving obstacles usually attenuate signals of safety messages, so that connectivity and reliability are reduced, which is known as Obstacle Shadowing problem. A typical solution to address this problem deploy Road-Side Units (RSUs), making them relay Basic Safety Message (BSM) from driving vehicles. However, due high cost deploying RSUs, large numbers parked cars in areas can be temporally used RSUs for financial aspect. Unfortunately, conventional IEEE...
With the climate change high on priority list, reduction of Greenhouse Gas (GHG) emissions with new and intelligent technologies in transportation sector has been a widely discussed research topic. Conventional combustion engines today will not achieve long-term goal zero by 2050 European Union (EU). In this era automation digitization, is introducing dimension - connectivity. release Vehicle-to-everything (V2X) technology, number devices that can potentially connect to automobile increasing...
Due to significant climate change in the past decades, reduction of Greenhouse Gas (GHG) has been set as top priority. In recent years, many Connected, Cooperative and Automated Mobility (CCAM) applications have proposed developed improve network increase traffic efficiency. By following net-zero emission by 2050 European Union (EU), a slowly increased percentage connected vehicles (penetration rate) should be considered, yet, most studies only show benefits CCAM at 100% penetration rate,...
Nowadays mobile communication is growing fast in the 5G industry. With increasing capacity requirements and for quality of experience, mobility prediction has been widely applied to becoming one key enablers that utilizes historical traffic information predict future locations users, Since accurate can help enable efficient radio resource management, assist route planning, guide vehicle dispatching, or mitigate congestion. However, a challenging problem due complicated network. In past few...
The evolution of wireless communications into 6G and beyond is expected to rely on new machine learning (ML)-based capabilities. These can enable proactive decisions actions from wireless-network components sustain quality-of-service (QoS) user experience. Moreover, use cases in the area vehicular industrial will emerge. Specifically vehicle communication, vehicle-to-everything (V2X) schemes benefit strongly such advances. With this mind, we have conducted a detailed measurement campaign...
At the time of development, standardization, and further improvement are vital to modern cellular systems such as next generation wireless communication (5G). Simulations essential test optimize algorithms procedures prior their implementation process equipment manufactures. In order evaluate system performance at different levels, accurate simulations simple setups, well more complex via abstracted models necessary. this work, two new simulators for sidelink...
With wireless communication technology development, the 5G New Radio (NR) has been proposed and developed for a decade. This advanced mobile more advancements, such as higher system capacity, spectrum efficiency, data rates, so on. In 5G, Ultra- Dense Network (UDN) is deployed increasing capacity frequency reuse to meet high application requirements. The architecture of UDN realize dense flexible deployment smaller general Node B (gNB). However, increased applying in anticipated at cost...
In 5G wireless communication, Intelligent Transportation Systems (ITS) and automobile applications, such as autonomous driving, are widely examined. These applications have strict requirements often require high Quality of Service (QoS). an urban setting, Ultra-Dense Networks (UDNs) the potential to not only provide optimal QoS but also increase system capacity frequency reuse. However, current architecture UDN dense Small Cell Nodes (SCNs) deployment prompts increased delay, handover times,...
As cellular networks evolve towards the 6th generation, machine learning is seen as a key enabling technology to improve capabilities of network. Machine provides methodology for predictive systems, which can make become proactive. This proactive behavior network be leveraged sustain, example, specific quality service requirement. With service, wide variety new use cases, both safety- and entertainment-related, are emerging, especially in automotive sector. Therefore, this work, we consider...
The advent of 5G New Radio (NR) technology has revolutionized the landscape wireless communication, offering various enhancements such as elevated system capacity, improved spectrum efficiency, and higher data transmission rates. To achieve these benefits, implemented Ultra-Dense Network (UDN) architecture, characterized by deployment numerous small general Node B (gNB) units. While this approach boosts capacity frequency reuse, it also raises concerns increased signal interference, longer...
Sensing plays a crucial role in autonomous and assisted vehicular driving, as well the operation of drones. The traditional segregation communication onboard sensing systems mobility applications is due to be merged using Joint Communication (JCAS) development 6G mobile radio standard. integration JCAS functions into future road traffic landscape introduces novel challenges for design system architecture. Special emphasis will placed on facilitating direct between users aerial In various...
Platooning involves a set of vehicles moving in cooperative fashion at equal inter-vehicular distances. Taking advantage wireless communication technology, this paper aims to show the impact network protocols on platoon using controller, based Cooperative Adaptive Cruise Control (CACC) principles. The used work are DSRC (Dedicated Short Range Communication) and LTE-V2V sidelink (Mode 4). main focus is showcase ability controller maintain stability despite having uncertainties both, message...
In recent years, the next generation of wireless communication (5G) plays a significant role in both industry and academy societies. Cellular Vehicle-to-Everything (C-V2X) technology has been one prominent services for 5G. For C-V2X transmission mode, there is newly defined channel (sidelink) that can support direct communication. Direct allows vehicles to communicate share safety-related information with other traffic participates directly without going through cellular network. The data...