Optimal Resource Allocation Policies for Multi-User Backscatter Communication Systems

被引:12
|
作者
Lyu, Bin [1 ]
Yang, Zhen [1 ]
Gui, Guan [1 ]
Feng, Youhong [1 ,2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Minist Educ Broadband Wireless Commun & Senor Net, Key Lab, Nanjing 210003, Jiangsu, Peoples R China
[2] Anhui Normal Univ, Coll Phys & Elect Informat Engn, Wuhu 241000, Peoples R China
来源
SENSORS | 2016年 / 16卷 / 12期
基金
中国国家自然科学基金;
关键词
backscatter communication; resource allocation; total goodput maximization; POWER TRANSFER; WIRELESS; INFORMATION; ENERGY;
D O I
10.3390/s16122016
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper considers a backscatter communication (BackCom) system including a reader and N tags, where each tag receives excitation signals transmitted by the reader and concurrently backscatters information to the reader in time-division-multiple-access (TDMA) mode. In this system, we aim to maximize the total system goodput by jointly optimizing reader transmission power, time allocation, and reflection ratio for the cases of passive and semi-passive tags. For each case, an optimization problem is formulated, which is non-convex and can be solved by being decomposed into at most N feasible sub-problems based on the priority of allocated reader transmission power. First, for the passive tags case, by solving the convex sub-problems sequentially and comparing their maximum total goodput, we derive the optimal resource allocation policy. Then, for the semi-passive tags case, we find a close-to-optimal solution, since each sub-problem can be reformulated as a biconvex problem, which is solved by a proposed block coordinate descent (BCD)-based optimization algorithm. Finally, simulation results demonstrate the superiority of the proposed resource allocation policies.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Genetic algorithm approach for resource allocation in multi-user OFDM systems
    Reddy, Y. B.
    Phoha, Vir V.
    2007 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS SOFTWARE & MIDDLEWARE, VOLS 1 AND 2, 2007, : 375 - +
  • [22] A Resource Allocation Scheme for Multi-user MmWave Vehicle-to-Infrastructure Communication
    Subramanian, Ramanathan
    PROCEEDINGS OF THE FUTURE TECHNOLOGIES CONFERENCE (FTC) 2018, VOL 2, 2019, 881 : 549 - 567
  • [23] Optimal Resource Allocation for Multi-user Video Streaming over mmWave Networks
    He, Zhifeng
    Mao, Shiwen
    2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), 2017, : 1629 - 1638
  • [24] Power Allocation for Uplink Multi-User Optical Wireless Communication Systems
    Narayanan, Prashant
    Theagarajan, Lakshmi Narasimhan
    Hranilovic, Steve
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70 (02) : 1072 - 1084
  • [25] Resource allocation in multi-relay multi-user OFDM systems for heterogeneous traffic
    Ma, Xiaolin
    Li, Fangmin
    Ilow, Jacek
    Chen, Zhizhang
    COMPUTER COMMUNICATIONS, 2015, 59 : 106 - 118
  • [26] Multi-User Multi-Task Offloading and Resource Allocation in Mobile Cloud Systems
    Chen, Meng-Hsi
    Liang, Ben
    Dong, Min
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2018, 17 (10) : 6790 - 6805
  • [27] OPTIMAL RELAYS LOCATIONS FOR DYNAMIC RESOURCE ALLOCATION IN A MULTI-RELAY MULTI-USER ENVIRONMENT
    AlSaammare, AlHasan
    Shaqfeh, Muhammad
    Alnuweiri, Hussein
    2013 7TH IEEE GCC CONFERENCE AND EXHIBITION (GCC), 2013, : 345 - 350
  • [28] Optimal Resource Allocation for Wireless Powered Multi-Carrier Backscatter Communication Networks
    Xu, Yongjun
    Gui, Guan
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (08) : 1191 - 1195
  • [29] Resource Allocation of Energy-Efficient Multi-User Massive MIMO Systems
    Zhang, Yun
    Gao, Hui
    Tan, Fangqing
    Lv, Tiejun
    2016 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2016,
  • [30] Adaptive Resource Allocation Algorithms for Multi-user MIMO-OFDM Systems
    Odhah, Najib A.
    Hassan, Emad S.
    Abdelnaby, Mohamad
    Al-Hanafy, Waleed E.
    Dessouky, Moawad I.
    Alshebeili, Saleh A.
    Abd El-Samie, Fathi E.
    WIRELESS PERSONAL COMMUNICATIONS, 2015, 80 (01) : 51 - 69