Rainer Liebhart’s research while affiliated with Nokia and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (18)


Figure 1: Heterogenous cloud deployments in 6G for Virtual Network Functions (VNF) and Cloud Native Functions (CNF) A. Cloud-Native Architecture for Radio Access Network and Core Network Mobile networks are defined by functionalities divided into the CN and the RAN which are connected through open, interfaces. A key architectural change in 5GC was the transition to a cloud native service-based approach [10]. This trend will further extend towards the edge and the radio access in 6G with the benefit of enabling end-to-end deployments using a harmonized, cloud-based framework with common operational tools. The 6G network needs to accommodate a diverse set of use cases, services, and access technologies with different topologies. Cloud-based service delivery platforms will be diversified into; on premises, edge, core and public clouds through different processing and service capabilities matching the needs of these services. The target architecture for 6G should be flexible enough so that network functions and services can be deployed across different cloud platforms. Edge sites could host time sensitive radio related, e.g., Distributed Unit (DU), processing functions that benefit from HW acceleration. However, the flexibility of locating lower layer radio processing is limited by delay and capacity constraints,
Figure 4(a): Dual Steering between non-terrestrial network (NTN) and terrestrial network (TN)
Figure 4(b): 6G Standalone system
Perspectives on 6G Architectures
  • Preprint
  • File available

November 2024

·

39 Reads

Rainer Liebhart

·

Mansoor Shafi

·

Harsh Tataria

·

[...]

·

Devaki Chandramouli

Mobile communications have been undergoing a generational change every ten years. While 5G network deployments are maturing, significant efforts are being made to standardize 6G, which is expected to be commercially introduced by 2030. This paper provides unique perspectives on the 6G network (radio and core) architecture(s) from the anticipated 6G use cases to meet the necessary performance requirements. To cater for the key 6G use cases, the 6G architecture must integrate different network-level functions in a multiplicity of virtual cloud environments, leveraging the advancements of distributed processing, artificial intelligence, and securely integrating different sub-networks e.g., terrestrial, and non-terrestrial networks into the overall 6G network. This paper characterizes the impact of 6G architectures from a deployment perspective with backwards compatibility in mind.

Download

FIGURE 4. Integration of QoE cycle into the cellular network optimization. An example of this high-level cycle of the QoE model operation together with an Adaptive QoS Flow is illustrated in Fig. 5 highlighting the main steps involved in the influence of QoS based on QoE result. Depending on the network deployment, the steps shown in Fig. 5 may be supported in the RAN segment, in the CN segment, or in both segments. When integrating the proposed QoE model into the cellular network, different design principles need to be considered such as: prior knowledge of the QoS and QoE needs for a service, monitoring QoS and QoE and QoE determination function, and network optimization based on QoE estimation.
FIGURE 5. High-level steps required for the envisioned QoE cycle and Adaptive resource type operation.
Provisioning Quality of Experience in 6G Networks

January 2024

·

32 Reads

IEEE Access

Technology innovation for the sixth generation (6G) era should focus on improving quality of life by addressing societal needs, advancing human experience with the fusion of digital and physical worlds, and achieving a sustainable well-being. The 6G networks are expected to bring higher capacity and coverage combined with dependable real-time properties but must additionally be able to control the balance between quality of service (QoS) and quality of experience (QoE). QoS is the ability to offer measurable performance, reliable delivery to connect people and things. QoE is a way to measure the quality of a service as perceived by the end user, enabling a more customer/user-centric network design approach for end user services. To provide excellent QoS, accurate estimation of QoE and corrective measures to adapt QoS to maintain acceptable QoE from the end-user perspective will be needed. In this paper, we propose a linear weighted QoE model in terms of mean opinion score (MOS) and the ability to adapt QoS. We further validate our proposed QoE model with an impairment QoE model and analyze the individual model results with respect to the latency and bit rate metrics which are critical for our target use case; Virtual Reality (VR) gaming. We also propose to use the QoE model to enable adaptive QoS in the 6G radio access network (RAN), including dynamic learning of QoS metrics.


Multipath QUIC for Access Traffic Steering Switching and Splitting in 5G Advanced

March 2023

·

22 Reads

·

4 Citations

IEEE Communications Standards Magazine

The proliferation of modern mobile devices equipped with several wireless interfaces (multi-homed), along with the increasing demand for high-throughput and ultra-reliable connectivity, motivated 3GPP to specify a solution that enables multi-access communication, called access traffic steering, switching, and splitting (ATSSS). Based on this solution, a mobile device can exchange data traffic with the 5G core network by simultaneously using different access networks (e.g., WiFi and 5G-NR). Consequently, data flows can enjoy aggregated bandwidth and also reduced delay and increased reliability. In this article, we briefly present the key concepts and functionality of ATSSS, and we focus on the ATSSS enhancements considered for 5G Advanced (i.e., in 3GPP Rel-18). In particular, we present a new steering functionality that is based on the QUIC protocol and its multipath extensions. We discuss the motivation for this steering functionality, its features and user-plane operation, and we explain how it can be applied to proxy UDP traffic over HTTP.


Perspectives on a 6G Architecture

October 2022

·

46 Reads

Mobile communications have been undergoing a generational change every ten years. Whilst we are just beginning to roll out 5G networks, significant efforts are planned to standardize 6G that is expected to be commercially introduced by 2030. This paper looks at the use cases for 6G and their impact on the network architecture to meet the anticipated performance requirements. The new architecture is based on integrating various network functions in virtual cloud environments, leveraging the advancement of artificial intelligence in all domains, integrating different sub-networks constituting the 6G system, and on enhanced means of exposing data and services to third parties.



Drivers and Motivation for 5G

March 2019

·

66 Reads

·

4 Citations

This chapter will address the drivers and motivation for 5G. It will also provide insights into 5G use cases, requirements from various sources (i.e. International Telecommunication Union‐Radio Sector (ITU‐R), regional, global requirements) and its ability to enable new services. In addition, it will touch on the business models enabled with the new radio and architecture principles. Furthermore, it will provide insights into the Standards Developing Organization (SDOs) and organizations involved in developing 5G radio and architecture.




Critical Machine Type Communication

March 2019

·

28 Reads

·

1 Citation

This chapter will provide insights on how 5G caters to critical machine type communication and low latency services. Specifically, how it caters to the challenges imposed by relevant use cases such as Public Safety, V2X, Industrial Control, Tactile Internet and Haptic communication. It will also provide an overview of requirements and challenges due to these use cases. It will include a solution overview from architecture, core and radio perspective.


LTE for Public Safety

July 2015

·

28 Reads

·

17 Citations

The aim of the book is to educate government agencies, operators, vendors and other regulatory institutions how LTE can be deployed to serve public safety market and offer regulatory / public safety features. It is written in such a way that it can be understood by both technical and non-technical personnel with just introductory knowledge in wireless communication. Some sections and chapters about public safety services offered by LTE network are intended to be understood by anyone with no knowledge in wireless communication.


Citations (7)


... Traditionally, cellular networks like LTE connect to just one access network at a time [14] or utilize unlicensed spectrum bands as part of 3GPP-based radio access resources for offloading wireless data traffic [66,67], alongside a range of radio access interface-level solutions [68]. However, the simultaneous connection and utilization of multiple access networks now empowers the distribution of data traffic [69,70]. This section explores transport layer-level solutions for efficiently distributing data traffic simultaneously across two RANs for several applications in the context of 3GPP standardization, as outlined in Table 1. ...

Reference:

Simultaneous Utilization of Multiple Radio Access Networks in Ubiquitous 6G Connectivity for Autonomous Ships: Opportunities and Challenges
Multipath QUIC for Access Traffic Steering Switching and Splitting in 5G Advanced
  • Citing Article
  • March 2023

IEEE Communications Standards Magazine

... The latest iteration, IEEE 802.11n, operates across 2.4 and 5.1 GHz bands, employing advanced techniques like OFDM and DSSS to enhance performance. Moreover, it facilitates reservation-based operations through PCFs and best-effort operations via DCFs, catering to diverse data traffic requirements, including real-time multimedia (Chandramouli et al., 2019). In scenarios requiring cellular connectivity, 3G and 4G protocols prove instrumental, offering packet switching for data and voice communication. ...

5G for the Connected World
  • Citing Book
  • April 2019

... It is still unclear how standardization shall be imposed on TI-based industry formulation and what should be the modalities with key requirements. 6 Further, the knowledge about architectural and system model designing to cater such issues are not properly investigated till now. Most importantly, minimal efforts have been made to know how to integrate IoT with TI. ...

Critical Machine Type Communication
  • Citing Chapter
  • March 2019

... 4G and 5G mobile technologies are leading the way to device to device (D2D) communications, which due to the mobile device density gives the tools for the extension of the terminal coverage when the network is damaged. Many applications and protocols [4]- [6] were proposed for public safety services based on global mobile network proximity service [7]. Since Release 11, the Third-Generation-Partnership-Project (3GPP) started to develop the specifications of new protocols and services for supporting public safety services. ...

LTE for Public Safety Networks
  • Citing Chapter
  • July 2015

... Mission critical users (such as police officers, border guards, civil protection staff, ambulance personnel, and fire and rescue) need reliable communications, high availability and security, that cannot be matched without multiple technological enablers. With suppliers now offering more LTE solutions, countries building national networks and with law enforcements' changing expectations surrounding their technology usage, it is evident broadband is the future of critical communications [22]. In the scope of the investigation for the potential integration of MC communications within commercially deployed broadband standards, as already performed by various market actors at the global level, the Long Term Evolution-Advanced (LTE-A) mobile radio technology has been assessed as a reference candidate technology, suitable for the development of the committed PS systems [7]. ...

LTE for Public Safety
  • Citing Book
  • July 2015