Advanced Search
Volume 45 Issue 7
Jul.  2023
Turn off MathJax
Article Contents
LI Shibao, WANG Xiaoli, SUN Mingyu, LI Quanyu, CUI Xuerong, LIU Jianhang. Cascade Interference Alignment Algorithm for Ambient Backscatter Cellular Networks Downlink[J]. Journal of Electronics & Information Technology, 2023, 45(7): 2342-2349. doi: 10.11999/JEIT221534
Citation: LI Shibao, WANG Xiaoli, SUN Mingyu, LI Quanyu, CUI Xuerong, LIU Jianhang. Cascade Interference Alignment Algorithm for Ambient Backscatter Cellular Networks Downlink[J]. Journal of Electronics & Information Technology, 2023, 45(7): 2342-2349. doi: 10.11999/JEIT221534

Cascade Interference Alignment Algorithm for Ambient Backscatter Cellular Networks Downlink

doi: 10.11999/JEIT221534
Funds:  The National Natural Science Foundation of China (61972417, 61902431), The Natural Science Foundation of Shandong Province (ZR2020MF005)
  • Received Date: 2022-12-12
  • Rev Recd Date: 2023-05-30
  • Available Online: 2023-06-09
  • Publish Date: 2023-07-10
  • Ambient backscatter cellular network can support both cellular communication and ambient backscatter communication, which has a broad application prospect, but there is serious interference between ambient backscatter signals and cellular network signals. To solve this problem, a Cascade Interference Alignment (CIA) algorithm for ambient backscatter cellular networks is proposed. In order to align the interference of base station signals to reader and users, a two-tier precoding matrix is designed. Considering the limitation that the computing capacity of the backscatter node is weak and it can not design the precoding matrix independently, the backscatter signal is pre-coded by combining the channel state information from the base station to the backscattering device. A two-tier interference suppressing matrix for users and a three-tier interference suppressing matrix for reader are designed to eliminate the interference from different sources. The simulation results show that the proposed algorithm can eliminate the complex interference in the ambient backscattering cellular network, ensure the normal transmission of the cellular network signal and backscattering signal, and provide the better sum rate performance.
  • loading
  • [1]
    STOCKMAN H. Communication by means of reflected power[J]. Proceedings of the IRE, 1948, 36(10): 1196–1204. doi: 10.1109/JRPROC.1948.226245
    [2]
    BLETSAS A, SIACHALOU S, and SAHALOS J N. Anti-collision tags for backscatter sensor networks[C]. The 38th European Microwave Conference, Amsterdam, Netherlands: IEEE, 2008: 179–182.
    [3]
    KIMIONIS J, BLETSAS A, and SAHALOS J N. Bistatic backscatter radio for power-limited sensor networks[C]. 2013 IEEE Global Communications Conference, Atlanta, USA: IEEE, 2013: 353–358.
    [4]
    LIU V, PARKS A, TALLA V, et al. Ambient backscatter: Wireless communication out of thin air[J]. ACM SIGCOMM Computer Communication Review, 2013, 43(4): 39–50. doi: 10.1145/2534169.2486015
    [5]
    BHARADIA D, JOSHI K R, KOTARU M, et al. BackFi: High throughput WiFi backscatter[J]. ACM SIGCOMM Computer Communication Review, 2015, 45(4): 283–296. doi: 10.1145/2829988.2787490
    [6]
    ZHANG Pengyu, BHARADIA D, JOSHI K, et al. HitchHike: Practical backscatter using commodity WiFi[C]. The 14th ACM Conference on Embedded Network Sensor Systems CD-ROM, Stanford, USA, 2016: 259–271.
    [7]
    ZHENG Guangyuan, WEN Miaowen, CHEN Yingyang, et al. Interference exploitation for ambient backscatter communication networks via symbol level precoding[J]. IEEE Wireless Communications Letters, 2022, 11(6): 1166–1170. doi: 10.1109/LWC.2022.3159777
    [8]
    GUO Wenbo, ZHAO Hongzhi, SONG Changqing, et al. Direct-link interference cancellation design for backscatter communications over ambient DVB signals[J]. IEEE Transactions on Broadcasting, 2022, 68(2): 317–330. doi: 10.1109/TBC.2022.3142962
    [9]
    BISWAS R, SHEIKH M U, YIĞITLER H, et al. Direct path interference suppression requirements for bistatic backscatter communication system[C]. 2021 IEEE 93rd Vehicular Technology Conference, Helsinki, Finland, 2021: 1–5.
    [10]
    CHI Zicheng, LIU Xin, WANG Wei, et al. Leveraging ambient LTE traffic for ubiquitous passive communication[C/OL]. The Annual Conference of the ACM Special Interest Group on Data Communication on the Applications, Technologies, Architectures, and Protocols for Computer Communication, 2020: 172–185.
    [11]
    GU Bowen, LI Dong, XU Yongjun, et al. Many a little makes a mickle: Probing backscattering energy recycling for backscatter communications[J]. IEEE Transactions on Vehicular Technology, 2023, 72(1): 1343–1348. doi: 10.1109/TVT.2022.3205888
    [12]
    ROSENTHAL J D and REYNOLDS M S. Hardware-efficient all-digital architectures for OFDM backscatter modulators[J]. IEEE Transactions on Microwave Theory and Techniques, 2021, 69(1): 803–811. doi: 10.1109/TMTT.2020.3038860
    [13]
    LONG Ruizhe, LIANG Yingchang, GUO Huayan, et al. Symbiotic radio: A new communication paradigm for passive internet of things[J]. IEEE Internet of Things Journal, 2020, 7(2): 1350–1363. doi: 10.1109/JIOT.2019.2954678
    [14]
    YE Yinghui, SHI Liqin, CHU Xiaoli, et al. Mutualistic cooperative ambient backscatter communications under hardware impairments[J]. IEEE Transactions on Communications, 2022, 70(11): 7656–7668. doi: 10.1109/TCOMM.2022.3201119
    [15]
    ZHANG Qianqian, ZHANG Lin, LIANG Yingchang, et al. Backscatter-NOMA: A symbiotic system of cellular and internet-of-things networks[J]. IEEE Access, 2019, 7: 20000–20013. doi: 10.1109/ACCESS.2019.2897822
    [16]
    JAFAR S A and SHAMAI S. Degrees of freedom region of the MIMO X channel[J]. IEEE Transactions on Information Theory, 2008, 54(1): 151–170. doi: 10.1109/TIT.2007.911262
    [17]
    SUH C and TSE D. Interference alignment for cellular networks[C]. The 46th Annual Allerton Conference on Communication, Control, and Computing, Monticello, USA, 2008: 1037–1044.
    [18]
    MUNGARA R K, TÖLLI A, and JUNTTI M. Degrees of freedom and interference mitigation for MIMO interfering broadcast channels[C]. 2011 IEEE GLOBECOM Workshops, Houston, USA, 2011: 441–446.
    [19]
    LI Jingfu, FENG Wenjiang, YU F R, et al. Two new kinds of interference alignment schemes for cellular K-user MIMO downlink networks[J]. IEEE Transactions on Vehicular Technology, 2021, 70(11): 11827–11842. doi: 10.1109/TVT.2021.3115806
    [20]
    SUO Long, LI Hongyan, ZHANG Shun, et al. Successive interference cancellation and alignment in K-user MIMO interference channels with partial unidirectional strong interference[J]. China Communications, 2022, 19(2): 118–130. doi: 10.23919/JCC.2022.02.010
    [21]
    LIU Guoqing, SHENG Min, WANG Xijun, et al. Interference alignment for partially connected downlink MIMO heterogeneous networks[J]. IEEE Transactions on Communications, 2015, 63(2): 551–564. doi: 10.1109/TCOMM.2015.2388450
    [22]
    MISHRA D and LARSSON E G. Multi-tag backscattering to MIMO reader: Channel estimation and throughput fairness[J]. IEEE Transactions on Wireless Communications, 2019, 18(12): 5584–5599. doi: 10.1109/TWC.2019.2937763
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(4)

    Article Metrics

    Article views (332) PDF downloads(72) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return