We propose a game theoretic approach to the problem of resource allocation in 5G device to device (D2D) communications underlaying cellular networks, where modern 5G D2D users (DUs) share channel resources of legacy 4G cellular users (CUs). Though such sharing improves scalability as more and more users can be served, the individual throughput obtained by a CU may get reduced when its channel resource is shared by a DU pair. Thus our aim is to increase the overall system throughput while ensuring effective user fairness among the DUs and CUs served. Our approach provides a tradeoff between the two objectives thereby ensuring no legacy CUs are compromised heavily while encouraging modern DUs. We have addressed this fairness problem by thresholding the reduction of the throughput of a CU with respect to its ideal throughput if not reused. We have proposed a game theoretic model in order to make strategic decision for selecting the preferred action configuration in order to meet this objective. Together with this game model and a validation process, we aim to improve scalability, overall system throughput without compromising on the fairness of the users. We have also compared the user fairness achieved by our approach with an existing approach to demonstrate the effectiveness of our game theoretic approach.
机构:
Duy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Duy Tan Univ, Fac Elect Elect Engn, Da Nang 550000, VietnamDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Nguyen-Son Vo
Thanh-Minh Phan
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机构:
Ho Chi Minh City Univ Transport, Div Elect Engn & Telecommun, Fac Elect & Elect Engn, Ho Chi Minh City 700000, VietnamDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Thanh-Minh Phan
Minh-Phung Bui
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机构:
Van Lang Univ, Fac Informat Technol, Ho Chi Minh City 700000, VietnamDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Minh-Phung Bui
Xuan-Kien Dang
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机构:
Ho Chi Minh City Univ Transport, Grad Sch, Ho Chi Minh City 700000, VietnamDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Xuan-Kien Dang
Nguyen Trung Viet
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机构:
Thuyloi Univ, Hanoi 100000, VietnamDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Nguyen Trung Viet
Yin, Cheng
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机构:
Queens Univ Belfast, Inst Elect Commun & Informat Technol, Belfast BT7 1NN, Antrim, North IrelandDuy Tan Univ, Inst Fundamental & Appl Sci, Ho Chi Minh City 700000, Vietnam
Yin, Cheng
IEEE SYSTEMS JOURNAL,
2021,
15
(03):
: 3480
-
3491