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Radio resource management for OFDM-based dual-function radar-communication: sum-rate and fairness

Authors :
Jia Zhu
Yuanhao Cui
Junsheng Mu
Zexuan Jing
Xiaojun Jing
Source :
EURASIP Journal on Wireless Communications and Networking, Vol 2024, Iss 1, Pp 1-19 (2024)
Publication Year :
2024
Publisher :
SpringerOpen, 2024.

Abstract

Abstract This paper focuses on radio resource management (RRM) in multi-user dual-function radar communication (DFRC) systems using orthogonal frequency division multiplexing (OFDM) waveforms. We propose two RRM schemes, one from the perspective of sum rate maximization and the other from the perspective of user fairness maximization. These optimization problems are non-convex due to the presence of mixed integer terms, making them difficult to solve. To address these challenges, we have employed a decomposition approach to transform these two complex problems into separate, more readily solvable ones. In addressing the sum rate maximization problem, we initially introduce a heuristic greedy algorithm to obtain a resource allocation scheme that satisfies radar performance requirements. Subsequently, we utilize a cyclic iterative method along with KKT conditions to solve the sum rate maximization problem for communication users. Concerning the fairness maximization problem for communication users, we similarly employ a heuristic greedy algorithm to obtain a resource allocation scheme that meets radar performance constraints. Then utilize the Lagrangian dual method to solve the multi-user fairness maximization problem for communication users. Our experimental results confirm the effectiveness of the proposed algorithms.

Details

Language :
English
ISSN :
16871499
Volume :
2024
Issue :
1
Database :
Directory of Open Access Journals
Journal :
EURASIP Journal on Wireless Communications and Networking
Publication Type :
Academic Journal
Accession number :
edsdoj.13b71abcd44b469a3d668b721b6637
Document Type :
article
Full Text :
https://doi.org/10.1186/s13638-024-02343-x