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Published in: Peer-to-Peer Networking and Applications 5/2020

05-06-2020

Energy Efficient Mode Selection, Base Station Selection and Resource Allocation Algorithm in D2D Heterogeneous Networks

Authors: Zhufang Kuang, Gongqiang Li, Libang Zhang, Huibin Zhou, Changyun Li, Anfeng Liu

Published in: Peer-to-Peer Networking and Applications | Issue 5/2020

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Abstract

The mode selection and resource allocation are important issues in Device-to-Device (D2D) communication, which have been investigated in single Base Station (BS) cellular network. However, the joint problem of the base station selection, mode selection and resource allocation is a challenging issue. Because the mode selection, base station and resource allocation are inter-coupled with each other. The joint problem of D2D User Equipments (DUEs) mode selection, base station selection, channel allocation and power allocation remains an open problem. In this paper, the scenario with multiple BSs in D2D heterogeneous networks is considered, and the joint problem of DUEs mode selection, base station selection, channel allocation and power allocation is studied. The objective is to maximize the system energy efficiency. We consider the DUEs multiplex the cellular user uplink resource. Meanwhile, the constraint of the total transmission power of the DUEs, and the constraint of the load balancing of the BSs are considered. The joint problem of mode selection, base station selection and resource allocation is formulated. The formulated problem is a non-convex mixed-integer optimization problem. In order to handle the formulated problem, a joint mode selection, base station selection and resource allocation algorithm based on particle swarm optimization is proposed. Numerical results demonstrate that the proposed algorithm can improve the system energy efficiency and obtain the desired target.

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Literature
1.
go back to reference Andrews JG, Buzzi S, Wan C, Hanly SV, Lozano A, Soong ACK, Zhang JC (2014) What will 5G be?. IEEE Journal on Selected Areas in Communications 32(6):1065–1082CrossRef Andrews JG, Buzzi S, Wan C, Hanly SV, Lozano A, Soong ACK, Zhang JC (2014) What will 5G be?. IEEE Journal on Selected Areas in Communications 32(6):1065–1082CrossRef
2.
go back to reference Liu J, Kato N, Ma J, Kadowaki N (2017) Device-to-device communication in lte-advanced networks: A survey. IEEE Communications Surveys & Tutorials 17(4):1923–1940CrossRef Liu J, Kato N, Ma J, Kadowaki N (2017) Device-to-device communication in lte-advanced networks: A survey. IEEE Communications Surveys & Tutorials 17(4):1923–1940CrossRef
3.
go back to reference Jameel F, Hamid Z, Jabeen F, Zeadally S, Javed MA (2018) A survey of device-to-device communications: Research issues and challenges. IEEE Communications Surveys & Tutorials 20(3):2133–2168CrossRef Jameel F, Hamid Z, Jabeen F, Zeadally S, Javed MA (2018) A survey of device-to-device communications: Research issues and challenges. IEEE Communications Surveys & Tutorials 20(3):2133–2168CrossRef
4.
go back to reference Huss M, Waqas M, Ding AY, Li Y, Ott J (2017) Security and privacy in Device-to-Device (D2D) communication: A review . IEEE Communications Surveys & Tutorials 19(2):1054–1079CrossRef Huss M, Waqas M, Ding AY, Li Y, Ott J (2017) Security and privacy in Device-to-Device (D2D) communication: A review . IEEE Communications Surveys & Tutorials 19(2):1054–1079CrossRef
5.
go back to reference Kuang Z, Li L, Gao J, Zhao L, Liu A (2019) Partial offloading scheduling and power allocation for mobile edge computing systems. IEEE Internet of Things Journal 6(4):6774–6785CrossRef Kuang Z, Li L, Gao J, Zhao L, Liu A (2019) Partial offloading scheduling and power allocation for mobile edge computing systems. IEEE Internet of Things Journal 6(4):6774–6785CrossRef
6.
go back to reference Wang T, Zhang G, Liu A, Alam Bhuiyan MZ, Qun J (2019) A secure iot service architecture with an efficient balance dynamics based on cloud and edge computing. IEEE Internet of Things Journal 6(3):4831–4843CrossRef Wang T, Zhang G, Liu A, Alam Bhuiyan MZ, Qun J (2019) A secure iot service architecture with an efficient balance dynamics based on cloud and edge computing. IEEE Internet of Things Journal 6(3):4831–4843CrossRef
7.
go back to reference collab=D (2019) Zhang, L. tan, J. Ren, M. K. Awad, S. Zhang, and Y. Zhang, “Near-optimal and truthful online auction for computation offloading in green edge-computing systems” IEEE Transactions on Mobile Computing, vol. PP, no. 99, pp 1–1 collab=D (2019) Zhang, L. tan, J. Ren, M. K. Awad, S. Zhang, and Y. Zhang, “Near-optimal and truthful online auction for computation offloading in green edge-computing systems” IEEE Transactions on Mobile Computing, vol. PP, no. 99, pp 1–1
8.
go back to reference Chen Y, Zhang N, Zhang Y, Chen X, Wu W, Shen XS (2019) TOFFEE: Task offloading and frequency scaling for energy efficiency of mobile devices in mobile edge computing. IEEE Transactions on Cloud Computing 99:1–1 Chen Y, Zhang N, Zhang Y, Chen X, Wu W, Shen XS (2019) TOFFEE: Task offloading and frequency scaling for energy efficiency of mobile devices in mobile edge computing. IEEE Transactions on Cloud Computing 99:1–1
9.
go back to reference Kuang Z, Chen Z, Wang G, Liu H (2017) A load-balanced multicast routing algorithm using diversity rate in CWMNs. Wireless Personal Communications 96(4):1–27 Kuang Z, Chen Z, Wang G, Liu H (2017) A load-balanced multicast routing algorithm using diversity rate in CWMNs. Wireless Personal Communications 96(4):1–27
10.
go back to reference Kuang Z, Chen Z, Pan J, Sajjadi D (2019) Joint optimization of spectrum access and power allocation in uplink ofdma CR-VANETs. Wireless Networks 25(1):1–11CrossRef Kuang Z, Chen Z, Pan J, Sajjadi D (2019) Joint optimization of spectrum access and power allocation in uplink ofdma CR-VANETs. Wireless Networks 25(1):1–11CrossRef
11.
go back to reference Li Q, Liu A, Wang T, Xie M, Xiong NN (2019) Pipeline slot based fast rerouting scheme for delay optimization in duty cycle based M2M communication. Peer-to-Peer Networking and Applications 99:1–1 Li Q, Liu A, Wang T, Xie M, Xiong NN (2019) Pipeline slot based fast rerouting scheme for delay optimization in duty cycle based M2M communication. Peer-to-Peer Networking and Applications 99:1–1
12.
go back to reference Chi K, Chen Z, Zheng K, Zhu YH, Liu J (2019) Energy provision minimization in wireless powered communication networks with network throughput demand: TDMA or NOMA?. IEEE Transactions on Communications 99:1–1 Chi K, Chen Z, Zheng K, Zhu YH, Liu J (2019) Energy provision minimization in wireless powered communication networks with network throughput demand: TDMA or NOMA?. IEEE Transactions on Communications 99:1–1
13.
go back to reference Duan S, Zhang D, Wang Y, Li L, Zhang Y (2019) JointRec: A deep learning-based joint cloud video recommendation framework for mobileIoTs. IEEE Internet of Things 99:1–1 Duan S, Zhang D, Wang Y, Li L, Zhang Y (2019) JointRec: A deep learning-based joint cloud video recommendation framework for mobileIoTs. IEEE Internet of Things 99:1–1
14.
go back to reference Zhang D, Qiao Y, She L, Shen R, Ren J, Zhang Y (2019) Two time-scale resource management for green internet of things networks. IEEE Internet of Things Journal 6(1):545–556CrossRef Zhang D, Qiao Y, She L, Shen R, Ren J, Zhang Y (2019) Two time-scale resource management for green internet of things networks. IEEE Internet of Things Journal 6(1):545–556CrossRef
15.
go back to reference Tong F, Sun Y, He S (2019) On positioning performance for the narrow-band internet of things: How participating enbs impact?. IEEE Transactions on Industrial Informatics 15(1):423–433CrossRef Tong F, Sun Y, He S (2019) On positioning performance for the narrow-band internet of things: How participating enbs impact?. IEEE Transactions on Industrial Informatics 15(1):423–433CrossRef
16.
go back to reference Zhao B, Liu P, Wang X, You I (2019) Toward efficient authentication for space-air-ground integrated internet of things. IJDSN 7:15 Zhao B, Liu P, Wang X, You I (2019) Toward efficient authentication for space-air-ground integrated internet of things. IJDSN 7:15
17.
go back to reference Ali S., Ahmad A. (2017) Resource allocation, interference management, and mode selection in device-to-device communication: a survey. Transactions on Emerging Telecommunications Technologies 28(1):e3148MathSciNetCrossRef Ali S., Ahmad A. (2017) Resource allocation, interference management, and mode selection in device-to-device communication: a survey. Transactions on Emerging Telecommunications Technologies 28(1):e3148MathSciNetCrossRef
18.
go back to reference Ansari RI, Chrysostomou C, Hassan SA, Guizani M, Rodrigues J (2018) 5G D2D networks: Techniques, challenges, and future prospects. IEEE Systems Journal 12(4):3970–3984CrossRef Ansari RI, Chrysostomou C, Hassan SA, Guizani M, Rodrigues J (2018) 5G D2D networks: Techniques, challenges, and future prospects. IEEE Systems Journal 12(4):3970–3984CrossRef
19.
go back to reference Li Y, Chi K, Chen H, Wang Z, Zhu Y (2018) Narrowband internet of things systems with opportunistic D2D communication. IEEE Internet of Things Journal 5(3):1474–1484CrossRef Li Y, Chi K, Chen H, Wang Z, Zhu Y (2018) Narrowband internet of things systems with opportunistic D2D communication. IEEE Internet of Things Journal 5(3):1474–1484CrossRef
20.
go back to reference Dai Y, Sheng M, Liu J, Cheng N, Shen X, Yang Q (2019) Joint mode selection and resource allocation for D2D-enabled NOMA cellular networks. IEEE Transactions on Vehicular Technology 68(7):6721–6733CrossRef Dai Y, Sheng M, Liu J, Cheng N, Shen X, Yang Q (2019) Joint mode selection and resource allocation for D2D-enabled NOMA cellular networks. IEEE Transactions on Vehicular Technology 68(7):6721–6733CrossRef
21.
go back to reference Ahmed M, Shi H, Chen X, Li Y, Waqas M, Jin D (2018) Socially aware secrecy-ensured resource allocation in D2D underlay communication: An overlapping coalitional game scheme. IEEE Transactions on Wireless Communications 17(6):4118–4133CrossRef Ahmed M, Shi H, Chen X, Li Y, Waqas M, Jin D (2018) Socially aware secrecy-ensured resource allocation in D2D underlay communication: An overlapping coalitional game scheme. IEEE Transactions on Wireless Communications 17(6):4118–4133CrossRef
22.
go back to reference Pan Y, Pan C, Yang Z, Chen M (2018) Resource allocation for D2D communications underlaying a noma-based cellular network. IEEE Wireless Communications Letters 7(1):130–133CrossRef Pan Y, Pan C, Yang Z, Chen M (2018) Resource allocation for D2D communications underlaying a noma-based cellular network. IEEE Wireless Communications Letters 7(1):130–133CrossRef
23.
go back to reference Bulusu S, Mehta NB, Kalyanasundaram S (2018) Rate adaptation, scheduling, and mode selection in D2D systems with partial channel knowledge. IEEE Transactions on Wireless Communications 17(2):1053–1065CrossRef Bulusu S, Mehta NB, Kalyanasundaram S (2018) Rate adaptation, scheduling, and mode selection in D2D systems with partial channel knowledge. IEEE Transactions on Wireless Communications 17(2):1053–1065CrossRef
24.
go back to reference Sultana A, Zhao L, Fernando X (2017) Efficient resource allocation in Device-to-Device communication using cognitive radio technology. IEEE Transactions on Vehicular Technology 66(11):10024–10034CrossRef Sultana A, Zhao L, Fernando X (2017) Efficient resource allocation in Device-to-Device communication using cognitive radio technology. IEEE Transactions on Vehicular Technology 66(11):10024–10034CrossRef
25.
go back to reference Bithas PS, Maliatsos KN, Foukalas F (2019) An SINR-aware joint mode selection, scheduling, and resource allocation scheme for D2D communications. IEEE Transactions on Vehicular Technology 68(5):4949–4963CrossRef Bithas PS, Maliatsos KN, Foukalas F (2019) An SINR-aware joint mode selection, scheduling, and resource allocation scheme for D2D communications. IEEE Transactions on Vehicular Technology 68(5):4949–4963CrossRef
26.
go back to reference Zhai D, Zhang R, Wang Y, Sun H, Cai L, Ding Z (2019) Joint user pairing, mode selection, and power control for D2D-capable cellular networks enhanced by nonorthogonal multiple access. IEEE Internet of Things Journal 6(5):8919–8932CrossRef Zhai D, Zhang R, Wang Y, Sun H, Cai L, Ding Z (2019) Joint user pairing, mode selection, and power control for D2D-capable cellular networks enhanced by nonorthogonal multiple access. IEEE Internet of Things Journal 6(5):8919–8932CrossRef
27.
go back to reference Qu Y, Dong C, Dai H, Wei Z, Wu Q (2019) Maximizing d2d-based offloading efficiency with throughput guarantee and buffer constraint. IEEE Transactions on Vehicular Technology 68(1):832–842CrossRef Qu Y, Dong C, Dai H, Wei Z, Wu Q (2019) Maximizing d2d-based offloading efficiency with throughput guarantee and buffer constraint. IEEE Transactions on Vehicular Technology 68(1):832–842CrossRef
28.
go back to reference Hoang TD, Le LB, Le-Ngoc T (2017) “Energy-efficient resource allocation for D2D communications in cellular networks”. IEEE Transactions on Vehicular Technology 65(9):6972–6986 Hoang TD, Le LB, Le-Ngoc T (2017) “Energy-efficient resource allocation for D2D communications in cellular networks”. IEEE Transactions on Vehicular Technology 65(9):6972–6986
29.
go back to reference Kuang Z, Liu G, Li G, Deng X (2019) Energy efficient resource allocation algorithm in energy harvesting-based D2D heterogeneous networks. IEEE Internet of Things Journal 6(1):557–567CrossRef Kuang Z, Liu G, Li G, Deng X (2019) Energy efficient resource allocation algorithm in energy harvesting-based D2D heterogeneous networks. IEEE Internet of Things Journal 6(1):557–567CrossRef
30.
go back to reference Ajay B, Samar A (2018) Energy- and spectral-efficiency trade-off for D2D-multicasts in underlay cellular networks. IEEE Wireless Communications Letters 7(4):546–549CrossRef Ajay B, Samar A (2018) Energy- and spectral-efficiency trade-off for D2D-multicasts in underlay cellular networks. IEEE Wireless Communications Letters 7(4):546–549CrossRef
31.
go back to reference Guo S, Zhou X, Xiao S, Sun M (2019) Fairness-aware energy-efficient resource allocation in D2D communication networks. IEEE Systems Journal 13(2):1273–1284CrossRef Guo S, Zhou X, Xiao S, Sun M (2019) Fairness-aware energy-efficient resource allocation in D2D communication networks. IEEE Systems Journal 13(2):1273–1284CrossRef
32.
go back to reference Jiakuo Z, Longxiang Y (2018) Energy efficient power allocation for D2D communications in fading channels. Electronics Letters 54(3):177–179CrossRef Jiakuo Z, Longxiang Y (2018) Energy efficient power allocation for D2D communications in fading channels. Electronics Letters 54(3):177–179CrossRef
33.
go back to reference Pei L, Yang Z, Pan C, Huang W, Chen M, Elkashlan M, Nallanathan A (2018) Energy-efficient D2D communications underlaying noma-based networks with energy harvesting. IEEE Communications Letters 22 (5):914–917CrossRef Pei L, Yang Z, Pan C, Huang W, Chen M, Elkashlan M, Nallanathan A (2018) Energy-efficient D2D communications underlaying noma-based networks with energy harvesting. IEEE Communications Letters 22 (5):914–917CrossRef
34.
go back to reference Sultana A, Zhao L, Fernando X (2019) Energy-efficient power allocation in underlay and overlay cognitive device-to-device communications. IET Communications 13(2):162–170CrossRef Sultana A, Zhao L, Fernando X (2019) Energy-efficient power allocation in underlay and overlay cognitive device-to-device communications. IET Communications 13(2):162–170CrossRef
35.
go back to reference Liu Y (2016) Optimal mode selection in D2D-enabled multibase station systems. IEEE Communications Letters 20(3):470–473CrossRef Liu Y (2016) Optimal mode selection in D2D-enabled multibase station systems. IEEE Communications Letters 20(3):470–473CrossRef
36.
go back to reference Huang J, Xing CC, Qian Y, Haas ZJ (2018) Resource allocation for multicell device-to-device communications underlaying 5G networks:A game-theoretic mechanism with incomplete information. IEEE Transactions on Vehicular Technology 67(3):2557–2570CrossRef Huang J, Xing CC, Qian Y, Haas ZJ (2018) Resource allocation for multicell device-to-device communications underlaying 5G networks:A game-theoretic mechanism with incomplete information. IEEE Transactions on Vehicular Technology 67(3):2557–2570CrossRef
37.
go back to reference Qi Y, Wang H, Zhang L, Wang B (2017) Optimal access mode selection and resource allocation for cellular-VANET heterogeneous networks. IET Communications 11(13):2012–2019CrossRef Qi Y, Wang H, Zhang L, Wang B (2017) Optimal access mode selection and resource allocation for cellular-VANET heterogeneous networks. IET Communications 11(13):2012–2019CrossRef
38.
go back to reference Wang M, Gao H, Lv T (2017) Energy-efficient user association and power control in the heterogeneous network. IEEE Access 5:5059–5068CrossRef Wang M, Gao H, Lv T (2017) Energy-efficient user association and power control in the heterogeneous network. IEEE Access 5:5059–5068CrossRef
39.
go back to reference Chen Y, Ai B , Niu Y, Guan K, Han Z (2018) Resource allocation for device-to-device communications underlaying heterogeneous cellular networks using coalitional games. IEEE Transactions on Wireless Communications 17(6):4163–4176CrossRef Chen Y, Ai B , Niu Y, Guan K, Han Z (2018) Resource allocation for device-to-device communications underlaying heterogeneous cellular networks using coalitional games. IEEE Transactions on Wireless Communications 17(6):4163–4176CrossRef
40.
go back to reference Song Q, Wang X, Qiu T, Ning Z (2017) An interference coordination-based distributed resource allocation scheme in heterogeneous cellular networks. IEEE Access 5:2152–2162CrossRef Song Q, Wang X, Qiu T, Ning Z (2017) An interference coordination-based distributed resource allocation scheme in heterogeneous cellular networks. IEEE Access 5:2152–2162CrossRef
41.
go back to reference Wang L, Chai R, Chen H, Chen Q (2018) Joint mode selection, VBS association and resource allocation for cellular D2D communication networks. In: 2018 International Conference on Computing, Networking and Communications, ICNC 2018, Maui, HI, USA, March 5–8, 2018, pp 800–804 Wang L, Chai R, Chen H, Chen Q (2018) Joint mode selection, VBS association and resource allocation for cellular D2D communication networks. In: 2018 International Conference on Computing, Networking and Communications, ICNC 2018, Maui, HI, USA, March 5–8, 2018, pp 800–804
42.
go back to reference Clerc M, Kennedy J (2002) The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6(1):58–73CrossRef Clerc M, Kennedy J (2002) The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation 6(1):58–73CrossRef
Metadata
Title
Energy Efficient Mode Selection, Base Station Selection and Resource Allocation Algorithm in D2D Heterogeneous Networks
Authors
Zhufang Kuang
Gongqiang Li
Libang Zhang
Huibin Zhou
Changyun Li
Anfeng Liu
Publication date
05-06-2020
Publisher
Springer US
Published in
Peer-to-Peer Networking and Applications / Issue 5/2020
Print ISSN: 1936-6442
Electronic ISSN: 1936-6450
DOI
https://doi.org/10.1007/s12083-020-00915-4

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