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However, the stringent requirements of such applications necessitate an optimized spectrum efficiency. Consequently, Radio Resource Allocation1 (RRA) has emerged as a critical and central component in addressing this challenge. This paper provides a comprehensive examination of RRA tailored specifically to the context of vehicle platooning. It presents an overview of fundamental concepts, including V2X communications, vehicle platooning, and RRA standards, which is followed by an in-depth review of the state-of-the-art, categorized based on the underlying communication technologies, RRA modes, and coverage conditions. By analyzing the existing literature, this paper identifies several key research challenges and potential opportunities, offering insightful guidance for shaping future research in this field.",[11,12,13,14,15,16],"Yang, Chenyu","Kwong, Chiew Foong","Chieng, David","Kar, Pushpendu","Yau, Kok‐Lim Alvin","Chen, Yusen",[18,19,20,21,22,23],"0000-0003-4100-1141","0000-0001-7857-511X","0000-0002-9674-3436","0000-0002-0896-0650","0000-0003-3110-2782",null,2024,"https:\u002F\u002Fdoi.org\u002F10.1109\u002Fcomst.2024.3440033","W4401386707","IEEE Communications Surveys & Tutorials",[29,30,31,32,33,34,35,36,37,38,39,40,41,42,43],"Transformative learning","Context (archaeology)","Component (thermodynamics)","Intelligent transportation system","Key (lock)","Resource (disambiguation)","Resource allocation","Computer science","Field (mathematics)","Transport engineering","Systems engineering","Telecommunications","Engineering","Computer security","Computer 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