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Radio resource management for device to device communication using S and V shaped transfer functions

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Abstract

Device-to-device (D2D) communication has become a key complementary technology in emerging next-generation communication paradigm. It offers a number potential use cases including peer to peer communication, cellular offloading, device-relaying and content sharing etc. Efficient resource management is one of the key factor for boosting overall network data rate. This paper provides an effective resource management approach for D2D networks that not only maximises the network’s overall throughput but also maximises the number of admitted users while adhering to power and interference limits. The optimization problem considered in this work is NP-complete and belongs to the category of mixed integer non-linear programming problems. The complexity of problem is proportional to the number of users, exhaustive search of solution is not feasible for large network size. In this work, the resource management problem solved using Binary Particle Swarm Optimization (BPSO) algorithm with eight different types of transfer functions which facilitate for calculation of probability values from velocities of the particles. The performance results are presented for different networks scenarios and compared with classical evolutionary algorithm. The simulation results show that the proposed solution achieves a better sum rate and faster convergence as compared to other solution.

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Authors and Affiliations

  1. COMSATS University Islamabad, Wah Campus, Wah Cantt, Pakistan

    Mushtaq Ahmad, Muhammad Awais, Muhammad Naeem, Muhammad Altaf & Muhammad Iqbal

  2. Department of Electrical Engineering, University College of Engineering and Technology, Bahauddin Zakariya University, Multan, Pakistan

    Muhammad Abrar

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  1. Mushtaq Ahmad
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Contributions

Mushtaq Ahmed: Methodology, Writing-Original Draft. Muhammad Awais: Methodology, Implementation, Writing-Review and Editing. Muhammad Naeem: Conceptualization, Methodology, Implementation, Validation. Muhammad Altaf: Validation, Resources, Editing. Muhammad Iqbal: Validation Muhammad Abrar: Validation.

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Correspondence to Muhammad Naeem.

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Ahmad, M., Awais, M., Naeem, M. et al. Radio resource management for device to device communication using S and V shaped transfer functions. Telecommun Syst 82, 91–100 (2023). https://doi.org/10.1007/s11235-022-00972-5

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