English
Related papers

Related papers: AI/ML in 3GPP 5G Advanced -- Services and Architec…

200 papers

The evolution from fifth-generation (5G) to sixth-generation (6G) networks is driving an unprecedented demand for advanced machine learning (ML) solutions. Deep learning has already demonstrated significant impact across mobile networking…

Networking and Internet Architecture · Computer Science 2026-03-16 Thai-Hoc Vu , Ngo Hoang Tu , Thien Huynh-The , Kyungchun Lee , Sunghwan Kim , Miroslav Voznak , Quoc-Viet Pham

The 3rd Generation Partnership Project (3GPP) submitted the 5G New Radio (NR) system specifications to International Telecommunication Union (ITU) as a candidate fifth generation (5G) mobile communication system (formally denoted as…

Networking and Internet Architecture · Computer Science 2020-04-02 Samer Henry , Ahmed Alsohaily , Elvino Sousa

Extended reality (XR) is unlocking numerous possibilities and continues attracting individuals and larger groups across different business sectors. With Virtual reality (VR), Augmented reality (AR), or Mixed reality (MR) it is possible to…

Networking and Internet Architecture · Computer Science 2024-12-03 Margarita Gapeyenko , Stefano Paris , Markus Isomaki , Boyan Yanakiev , Abolfazl Amiri , Benoist Sébire , Jorma Kaikkonen , Chunli Wu , Klaus I. Pedersen

Agentic AI systems are emerging as powerful tools for automating complex, multi-step tasks across various industries. One such industry is telecommunications, where the growing complexity of next-generation radio access networks (RANs)…

Networking and Internet Architecture · Computer Science 2026-04-16 Sotiris Chatzimiltis , Mahdi Boloursaz Mashhadi , Mohammad Shojafar , Merouane Debbah , Rahim Tafazolli

The sixth-generation (6G) wireless communication network is expected to integrate the terrestrial, aerial, and maritime communications into a robust network which would be more reliable, fast, and can support a massive number of devices…

Signal Processing · Electrical Eng. & Systems 2020-10-19 Muhammad Waseem Akhtar , Syed Ali Hassan , Rizwan Ghaffar , Haejoon Jung , Sahil Garg , M. Shamim Hossain

This paper overviews the 3GPP 5G NR-NTN standard, detailing the evolution from Rel. 18 to 19 and innovations for Rel. 20. Using realistic ns-3 simulations validated against 3GPP calibration data, we evaluate various satellite network…

Extended Reality (XR) is one of the major innovations to be introduced in 5G/5G-Advanced communication systems. A combination of augmented reality, virtual reality, and mixed reality, supplemented by cloud gaming, revisits the way how…

Networking and Internet Architecture · Computer Science 2023-05-30 Margarita Gapeyenko , Vitaly Petrov , Stefano Paris , Andrea Marcano , Klaus I. Pedersen

Extended reality (XR) is a key innovation of 5G-advanced and beyond networks. The diverse XR use-cases, including virtual reality, augmented reality, and mixed reality, transform the way humans interact with surrounding environments. Thus,…

Signal Processing · Electrical Eng. & Systems 2023-06-08 Ali A. Esswie , Morris Repeta

The 3rd Generation Partnership Project (3GPP) produces complex technical specifications essential to global telecommunications, yet their hierarchical structure, dense formatting, and multi-modal content make them difficult to process.…

Machine Learning · Computer Science 2026-01-27 Rahul Ghosh , Chun-Hao Liu , Gaurav Rele , Vidya Sagar Ravipati , Hazar Aouad

Understanding telecom standards involves sorting through numerous technical documents, such as those produced by the 3rd Generation Partnership Project (3GPP), which is time-consuming and labor-intensive. While large language models (LLMs)…

Networking and Internet Architecture · Computer Science 2024-06-07 Rasoul Nikbakht , Mohamed Benzaghta , Giovanni Geraci

With a plethora of new connections, features, and services introduced, the 5th generation (5G) wireless technology reflects the development of mobile communication networks and is here to stay for the next decade. The multitude of services…

Fifth-generation (5G) systems are designed to enable convergent access-agnostic service availability. This means that 5G services will be available over 5G New Radio air interface and also through other non-Third Generation Partnership…

Networking and Internet Architecture · Computer Science 2022-11-14 Mario Teixeira Lemes , Antonio Marcos Alberti , Cristiano Bonato Both , Antonio C. de Oliveira , Kleber Vieira Cardoso

The proposed 3GPP's 5G Next-generation (NextGen) Core architecture (5GC) enables the ability to introduce new user and control plane functions within the context of network slicing to allow greater flexibility in handling of heterogeneous…

Networking and Internet Architecture · Computer Science 2017-11-08 Ravishankar Ravindran , Asit Chakraborti , Syed Obaid Amin , Aytac Azgin , Guoqiang Wang

With the rapid development of smart terminals and infrastructures, as well as diversified applications (e.g., virtual and augmented reality, remote surgery and holographic projection) with colorful requirements, current networks (e.g., 4G…

Networking and Internet Architecture · Computer Science 2020-12-08 Helin Yang , Arokiaswami Alphones , Zehui Xiong , Dusit Niyato , Jun Zhao , Kaishun Wu

The Third Generation Partnership Project (3GPP) released its first 5G security specifications in March 2018. This paper reviews the 5G security architecture, requirements and main processes and evaluates them in the context of known and new…

Cryptography and Security · Computer Science 2018-11-30 Roger Piqueras Jover , Vuk Marojevic

This paper discusses the application of artificial intelligence (AI) technology in optical communication networks and 5G. It primarily introduces representative applications of AI technology and potential risks of AI technology failure…

Signal Processing · Electrical Eng. & Systems 2023-02-01 Quanda Zhang , Qi Zhang

The 5th wireless communication (5G) techniques not only fulfil the requirement of $1,000$ times increase of internet traffic in the next decade, but also offer the underlying technologies to the entire industry and ecology for internet of…

Signal Processing · Electrical Eng. & Systems 2018-07-24 Xiaohu You , Chuan Zhang , Xiaosi Tan , Shi Jin , Hequan Wu

With the growing demand for seamless connectivity and intelligent communication, the integration of artificial intelligence (AI) and sixth-generation (6G) communication networks has emerged as a transformative paradigm. By embedding AI…

The global 6G vision has taken its shape after years of international research and development efforts. This work culminated in ITU-R Recommendation on "IMT-2030 Framework". While the definition phase of technological requirements is…

Information Theory · Computer Science 2024-12-31 Harri Pennanen , Tuomo Hänninen , Oskari Tervo , Antti Tölli , Matti Latva-aho