Price-Based Bandwidth Allocation for Backscatter Communication With Bandwidth Constraints

被引:32
作者
Li, Dong [1 ]
Liang, Ying-Chang [2 ]
机构
[1] Macau Univ Sci & Technol, Fac Informat Technol, Macau 999078, Peoples R China
[2] Univ Elect Sci & Technol China, CINC, Chengdu 611731, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Backscatter communication; Stackelberg game; price-based bandwidth allocation; STACKELBERG GAME; NETWORKS; ENERGY; SYSTEMS;
D O I
10.1109/TWC.2019.2934101
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recently proposed Bluetooth low energy (BLE)-backscatter allows interference-free transmission by locally generating a sub-carrier for frequency shifting (FS). Motivated by the BLE backscatter, in this paper, we investigate the price-based bandwidth allocation for multi-user backscatter communication (BackCom), where multiple BackCom users are allocated to different non-overlapping sub-channels and all users share the whole spectrum in a frequency division multiple access (FDMA) manner. Each BackCom user is charged by the primary user (PU) in the same sub-channel for a price, which is proportional to the allocated bandwidth and can be viewed as the cost for bandwidth sharing. A Stackelberg game is formulated to study joint maximization of the revenue of PUs and the utility function of each BackCom user subject to the total bandwidth constraint on the PUs and the individual bandwidth constraints on each BackCom user. Stackelberg Equilibriums (SEs) for two proposed schemes are investigated in closed-form expressions. Simulation results confirm the effectiveness of proposed schemes in improving the revenue performance of PUs and the sum capacity performance of BackCom users.
引用
收藏
页码:5170 / 5180
页数:11
相关论文
共 43 条
[1]  
[Anonymous], 2016, Standardization of NB-IoT Completed, document
[2]   Backscatter Communication and RFID: Coding, Energy, and MIMO Analysis [J].
Boyer, Colby ;
Roy, Sumit .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2014, 62 (03) :770-785
[3]   Duopoly Competition in Dynamic Spectrum Leasing and Pricing [J].
Duan, Lingjie ;
Huang, Jianwei ;
Shou, Biying .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2012, 11 (11) :1706-1719
[4]   BLE-Backscatter: Ultralow-Power IoT Nodes Compatible With Bluetooth 4.0 Low Energy (BLE) Smartphones and Tablets [J].
Ensworth, Joshua F. ;
Reynolds, Matthew S. .
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, 2017, 65 (09) :3360-3368
[5]  
Gradshteyn I.S., 2007, Table of Integrals, Series, and Products, VSeventh
[6]   Wirelessly Powered Backscatter Communication Networks: Modeling, Coverage, and Capacity [J].
Han, Kaifeng ;
Huang, Kaibin .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2017, 16 (04) :2548-2561
[7]   Riding on the Primary: A New Spectrum Sharing Paradigm for Wireless-Powered IoT Devices [J].
Kang, Xin ;
Liang, Ying-Chang ;
Yang, Jing .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (09) :6335-6347
[8]   Price-Based Resource Allocation for Spectrum-Sharing Femtocell Networks: A Stackelberg Game Approach [J].
Kang, Xin ;
Zhang, Rui ;
Motani, Mehul .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2012, 30 (03) :538-549
[9]  
Kellogg B, 2014, SIGCOMM'14: PROCEEDINGS OF THE 2014 ACM CONFERENCE ON SPECIAL INTEREST GROUP ON DATA COMMUNICATION, P607, DOI [10.1145/2619239.2626319, 10.1145/2740070.2626319]
[10]   A Dual-Resolution Wavelet-Based Energy Detection Spectrum Sensing for UWB-Based Cognitive Radios [J].
Kim, Nam-Seog ;
Rabaey, Jan M. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2018, 65 (07) :2279-2292