Large Language Model-Based Wireless Network Design
Kehai Qiu, Stefanos Bakirtzis, Ian Wassell, Hui Song, Jie Zhang, Kezhi Wang
Abstract
In this letter, we present the Large Language Model-based combinatorial optimizer (LMCO) for wireless network optimization and planning tasks, focusing on optimizing the number and the placement of wireless access point placement. The performance and efficiency of LMCO are evaluated and compared with the well-established Ant Colony Optimization (ACO) algorithm. The results indicate that LMCO exhibits superior performance, particularly as the complexity of the problem increases. These findings also underscore the significant potential of LLM-based algorithms in revolutionizing combinatorial optimization across a wide range of applications.
Topics & Concepts
Computer scienceWireless networkWirelessComputer networkTelecommunicationsAdvanced MIMO Systems OptimizationCooperative Communication and Network CodingWireless Body Area Networks