Page 85 - Kaleidoscope Academic Conference Proceedings 2024
P. 85

6G STANDARDS: NOVEL APPROACHES FOR EFFICIENT RESOURCE ALLOCATION IN
                                         V2X SIDELINK COMMUNICATION

                                                1
                                          ANNU and Prof. Rajalakshmi, Pachamuthu 1
                            1
                             Department of Electrical Engineering, Indian Institute of Technology, Hyderabad



                              ABSTRACT                             2.  LITERATURE REVIEW AND NOVEL
                                                                               CONTRIBUTIONS
           This paper explores innovative strategies for efficient
           resource allocation in Sidelink Vehicle-to-Everything (V2X)  2.1  Deep Literature Survey on 3GPP Standardization
           communication within the framework of 6G standards. As  for V2X Communication
           the automotive industry gears up for the era of intelligent
           transportation systems, the demand for reliable, scalable,  • D2D Communication and Energy Models: Paper
           and high-performance V2X networks is paramount.  We    [1] discusses the 3GPP standardization of D2D
           delve into the unique challenges and opportunities in Sidelink  communications, including IoT, wearables, and V2X,
           V2X communication and propose novel approaches to      with a focus on energy consumption models essential
           optimize spectrum, time, and energy utilization. Drawing  for system efficiency.
           upon recent advancements, including dynamic spectrum
           sharing, machine learning-based optimization, and adaptive  • Evolution from LTE to 5G: References [2, 6] provide
           resource management, we aim to revolutionize Sidelink V2X  insights into the evolution of V2X services from LTE
           communication and pave the way for safer and more efficient  to 5G, emphasizing enhanced capabilities like reduced
           connected transportation systems.                      latency and increased reliability.

                                                                • Cellular Standards and V2X Application Support:
            Keywords - 6G, Sidelink V2X communication, resource   Papers [3, 4] explore the 3GPP standards and detail the
            allocation, standards, dynamic spectrum sharing, machine  support for various V2X applications, crucial for the
              learning, adaptive resource management, automotive  deployment of connected vehicles.
                                industry

                                                                • Challenges and Recent Advances: Studies [5, 13]
                         1. INTRODUCTION                          review the challenges and advances in standardization
                                                                  efforts, which are vital for understanding the current
           The evolution of 6G networks promises to revolutionize  limitations and expectations.
           Sidelink Vehicle-to-Everything (V2X) communication,
           enabling advanced applications for connected vehicles.
                                                                • NR Sidelink and Beyond:  Articles [8, 14] delve
           Efficient resource allocation is increasingly critical as
                                                                  into NR-V2X as standardized by 3GPP, focusing on
           intelligent transportation systems emerge. Sidelink V2X,
                                                                  sidelink communications which support advanced V2X
           allowing direct communication between vehicles without
                                                                  scenarios.
           base stations, presents unique challenges and opportunities.
           With the number of connected vehicles projected to exceed
                                                                • Technological Enhancements for V2X: References [7,
           360 million by 2023 and an annual growth rate of 25%,
                                                                  9, 11] discuss the technological enhancements in V2X
           there is a growing demand for reliable, scalable V2X
                                                                  communications brought by 5G, including aspects like
           networks.  Traditional resource allocation methods may
                                                                  ultra-reliable communications and network-slicing.
           struggle in dynamic Sidelink V2X environments.  This
           paper explores novel approaches for efficient resource
           allocation in Sidelink V2X communication within 6G   • Comparative Analysis of V2X Systems: Paper [15]
           standards.  We focus on optimizing spectrum, time,     provides a comparative analysis of ITS-G5 and C-V2X
           and energy utilization for seamless connectivity and data  systems, highlighting the challenges and nuances of
           exchange.  By leveraging dynamic spectrum sharing,     standardization.
           machine learning-based optimization, and adaptive resource
           management, we aim to address the unique challenges  2.2 Novelty in Our Paper
           of Sidelink V2X communication and enhance connected
           transportation systems.                            Novelty features of our paper are listed in the table below 1.



            978-92-61-39091-4/CFP2268P @ITU 2024           – 41 –                                   Kaleidoscope
   80   81   82   83   84   85   86   87   88   89   90