Synthetizing 6G KPIs for Diverse Future Use Cases: A Comprehensive Review of Emerging Standards, Technologies, and Societal Needs
The anticipated transition from 5G to 6G is driven not by incremental performance demands but by a widening mismatch between emerging application requirements and the capabilities of existing cellular systems. Despite rapid progress across 3GPP Releases 15–20, the current literature lacks a unified analysis that connects these standardization milestones to the concrete technical gaps that 6G must resolve. This study addresses this omission through a cross-release, application-driven review that traces how the evolution from enhanced mobile broadband to intelligent, sensing integrated networks lays the foundation for three core 6G service pillars: immersive communication (IC), everything connected (EC), and high-precision positioning. By examining use cases such as holographic telepresence, cooperative drone swarms, and large-scale Extended Reality (XR) ecosystems, this study exposes the limitations of today’s spectrum strategies, network architectures, and device capabilities and identifies the performance thresholds of Tbps-level throughput, sub-10 cm localization, sub-ms latency, and 10 M/km2 device density that next-generation systems must achieve. The novelty of this review lies in its synthesis of 3GPP advancements in XR, the non-terrestrial network (NTN), RedCap, ambient Internet of Things (IoT), and consideration of sustainability into a cohesive key performance indicator (KPI) framework that links future services to the required architectural and protocol innovations, including AI-native design and sub-THz operation. Positioned against global initiatives such as Hexa-X and the Next G Alliance, this paper argues that 6G represents a fundamental redesign of wireless communication advancement in 5G, driven by intelligence, adaptability, and long-term energy efficiency to satisfy diverse uses cases and requirements.
Authors
- Mohammed H. Alsharif (ORCID: https://orcid.org/0000-0001-8579-5444)
- Mohammed Sani Adam (ORCID: https://orcid.org/0000-0003-2655-6800)
- Shujat Ali (ORCID: https://orcid.org/0000-0003-0298-4229)
- Rosdiadee Nordin
- Umawathy Techanamurthy
- Nauman Saqib
- Nor Fadzilah Abdullah
- Manzareen Mustafa
- Asma Abu-Samah
Institutions
- University of Karachi (PK)
- Sejong University (KR)
- Lancaster University (GB)
- Sunway University (MY)
- National University of Malaysia (MY)
Publication Details
- Journal
- Future Internet
- Published
- 2026-01-21
- DOI
- https://doi.org/10.3390/fi18010063
- Primary Topic
- Advanced Wireless Communication Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00