Bayesian Coalition Game for Overlay D2D Spectrum Sharing in Cellular Networks

Abiodun O Gbenga-Ilori


In this paper, we present a Bayesian coalition game model for spectrum sharing in order to increase the overall spectrum resource capacity in a cellular network with device-to-device (D2D) communication capabilities. The coalition game is used to enforce cooperation among D2Ds competing for the use of the limited spectrum resource. In this paper, D2D users can access the network in an overlaid mode and share their allocated sub-bands with other D2D users using the proposed game which enables coalition formation that guarantee an optimal rate for all users in the network. The paper establishes sufficient conditions needed for stability in the coalitions formed and present simulation results to show that it is possible to increase the overall capacity of the D2D-enabled cellular network without reducing the performance of the licensed cellular users using the proposed game. D2D spectrum sharing using our proposed algorithm was compared with spectrum sharing using the random pairing method to validate our game model. Results show that there was a 44% and 36% increase in cell sum-rate, when our proposed sub-band allocation game was deployed compared to the random pairing method, for the 50  and 100 cells respectively. The proposed sub-band allocation game also performed better with an increased number of users in the network because of the effective coordination offered by the algorithm.

Keywords— Cellular, coalition game, D2D, overlay, spectrum.

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Abdallah, A., Mansour, M. M., & Chehab, A. (2018). Power control and channel allocation for D2D underlaid cellular networks. IEEE Transactions on Communications, 66(7), 3217-3234.

Adekunle, A., & Gbenga-Ilori, A. O. (2020). Minimizing Interference in Ultra-Dense Femtocell Networks Using Graph-Based Frequency Reuse Technique. FUOYE Journal of Engineering and Technology (FUOYEJET), 5(1), 55-59.

Chan, C. K., & Leung, H. F. (2013). Belief-based Stability in Coalition Formation with Uncertainty: An Intelligent Agents' Perspective. Springer Publishing Company, Incorporated.

Feng, J., Shu, C., & Li, P. (2018, December). Cooperative spectrum sharing scheme for overlay D2D-enable cellular network. In IOP Conference Series: Materials Science and Engineering (Vol. 466, No. 1, p. 012079). IOP Publishing.

Fodor, G., Dahlman, E., Mildh, G., Parkvall, S., Reider, N., Miklós, G., & Turányi, Z. (2012). Design aspects of network assisted device-to-device communications. IEEE Comm., 50(3), 170-177.

Gandotra, P., & Jha, R. K. (2016). Device-to-device communication in cellular networks: A survey. Journal of Network and Computer Applications, 71, 99-117.

Gbenga-Ilori, A., & Sezgin, A. (2016, March). Channel access in D2D multiuser networks: A game theoretical approach. In WSA 2016; 20th International ITG Workshop on Smart Antennas (pp. 1-5). VDE.

Gelman, A., Carlin, J. B., Stern, H. S., Dunson, D. B., Vehtari, A., & Rubin, D. B. (2013). Bayesian data analysis. CRC press.

Kar, U. N., & Sanyal, D. K. (2018). An overview of device-to-device communication in cellular networks. ICT express, 4(4), 203-208.

Lee, N., Lin, X., Andrews, J. G., & Heath, R. W. (2014). Power control for D2D underlaid cellular networks: Modeling, algorithms, and analysis. IEEE Journal on Selected Areas in Communications, 33(1), 1-13.

Lyu, J., Chew, Y. H., & Wong, W. C. (2015). A Stackelberg game model for overlay D2D transmission with heterogeneous rate requirements. IEEE Transactions on Vehicular Tech., 65(10), 8461-8475.

Meibergen, M. (2011). Device-to-device communications underlaying a cellular network.

Nguyen, P. C., & Rao, B. D. (2015). Fair scheduling policies exploiting multiuser diversity in cellular systems with device-to-device communications. IEEE Transactions on Wireless Communications, 14(9), 4757-4771.

Ningombam, D. D., & Shin, S. (2018). Distance-constrained outage probability analysis for device-to-device communications underlaying cellular networks with frequency reuse factor of 2. Computers, 7(4), 50.

Osti, P., Lassila, P., & Aalto, S. (2018). Performance of D2D underlay and overlay for multi-class elastic traffic. Computer Communications, 117, 147-163.

Pourahmadi, M. (2001). Foundations of time series analysis and prediction theory (Vol. 379). John Wiley & Sons.

Safdar, G. A., Ur-Rehman, M., Muhammad, M., Imran, M. A., & Tafazolli, R. (2016). Interference mitigation in D2D communication underlaying LTE-A network. IEEE Access, 4, 7967-7987.

Song, X., Han, X., Ni, Y., Dong, L., & Qin, L. (2019). Joint uplink and downlink resource allocation for D2D communications system. Future Internet, 11(1), 12.

Zhang, G., Hu, J., Heng, W., Li, X., & Wang, G. (2017, March). Distributed power control for D2D communications underlaying cellular network using Stackelberg game. In 2017 Wireless Communications and Networking Conference (WCNC) (pp. 1-6). IEEE.



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