An Incentive Mechanism Integrating Joint Power, Channel and Link Management for Social-Aware D2D Content Sharing and Proactive Caching

被引:76
作者
Yi, Changyan [1 ]
Huang, Shiwei [1 ]
Cai, Jun [1 ]
机构
[1] Univ Manitoba, Dept Elect & Comp Engn, Winnipeg, MB R3T 5V6, Canada
关键词
Offloading; D2D; proactive caching; social-awareness; incentive mechanism; joint resource management; UNDERLAY CELLULAR NETWORKS; COMBINATORIAL AUCTION; RESOURCE-ALLOCATION; SPECTRUM AUCTION; DEVICE; GAME;
D O I
10.1109/TMC.2017.2741481
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a downlink cellular traffic offloading framework with social-aware device-to-device (D2D) content sharing and proactive caching is studied. In the considered system model, each user equipment (UE) is intelligent to determine which content(s) to request/cache and to share according to its own preference. As the central controller, the base station (BS) can establish cellular transmissions and/or incentivize D2D communications for content dissemination (including proactive caching). By taking into account wireless features, social characteristics, and device intelligence, we formulate a welfare maximization problem integrating power control, channel allocation, link scheduling, and reward design. To solve this complicated problem, we propose a novel mechanism which consists of a newly developed optimization approach, called basis transformation method, for the joint resource management, and a specially devised pricing scheme for the reward determination. Theoretical and simulation results examine the desired properties of our proposed mechanism, and demonstrate its superiority in improving social welfare, network capacity, and utility of the BS.
引用
收藏
页码:789 / 802
页数:14
相关论文
共 39 条
[1]   A SIMPLEX ALGORITHM WHOSE AVERAGE NUMBER OF STEPS IS BOUNDED BETWEEN 2 QUADRATIC-FUNCTIONS OF THE SMALLER DIMENSION [J].
ADLER, I ;
MEGIDDO, N .
JOURNAL OF THE ACM, 1985, 32 (04) :871-895
[2]  
[Anonymous], IMC07 P 2007 ACM
[3]  
[Anonymous], P IEEE GLOB COMM C D
[4]  
[Anonymous], CISC VIS NETW IND GL
[5]   Living on the Edge: The Role of Proactive Caching in 5G Wireless Networks [J].
Bastug, Ejder ;
Bennis, Mehdi ;
Debbah, Merouane .
IEEE COMMUNICATIONS MAGAZINE, 2014, 52 (08) :82-89
[6]  
Borgwardt K.-H., 1982, Zeitschrift fur Operations Research, Serie A (Theorie), V26, P157, DOI 10.1007/BF01917108
[7]  
Boyd L., 2004, CONVEX OPTIMIZATION
[8]   Optimal Power Allocation With Statistical QoS Provisioning for D2D and Cellular Communications Over Underlaying Wireless Networks [J].
Cheng, Wenchi ;
Zhang, Xi ;
Zhang, Hailin .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (01) :151-162
[9]   Experiment-Driven Characterization of Full-Duplex Wireless Systems [J].
Duarte, Melissa ;
Dick, Chris ;
Sabharwal, Ashutosh .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2012, 11 (12) :4296-4307
[10]   Wireless Content Caching for Small Cell and D2D Networks [J].
Gregori, Maria ;
Gomez-Vilardebo, Jesus ;
Matamoros, Javier ;
Gunduz, Deniz .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2016, 34 (05) :1222-1234