感知信息辅助毫米波系统中的鲁棒收发机设计

doi:10.19665/j.issn1001-2400.2023.03.007

Abstract

Abstract:

As an important branch of integrated sensing and communications technology,sensing-assisted communication provides a great potential to help estimate the millimeter-wave channel by utilizing massive sensor data.However,due to the limitation of sensor accuracy,the path angle information obtained by sensors such as a gyroscope is imperfect,which causes the deviation of beam direction and performance loss.The design of a robust transceiver is proposed to cope with the measurement error of sensors.In this design,the relationship between the geometric channel model and angular measurement error is established for the static user and mobile user respectively.Based on the error model,the analog beamforming design is obtained by maximizing the spectral efficiency.The closed-form solution to a statistics modified robust transceiver is further derived with the help of second-order Tylor expansion.Simulation results show that the proposed design could efficiently reduce the spectral efficiency performance loss compared with the transceiver which directly uses the observed angle values.The robust transceiver could achieve a better performance with a large measurement error.

Key words: sensing-assisted communication, beamforming, millimeter-wave channel, robust transceiver design

CLC Number:

TN928

LI Mingrui,CHEN Li,WANG Weidong. Design of a sensing assisted robust transceiver in millimeter-wave systems[J].Journal of Xidian University, 2023, 50(3): 75-82.

Figures/Tables 4

References 17

[1]	GONZALEZ-PRELCIC N, ALI A, VA V, et al. Millimeter-Wave Communication with Out-of-Band Information[J]. IEEE Communications Magazine, 2017, 55(12):140-146.
[2]	ALI A, GONZÁLEZ-PRELCIC N, HEATH R W. Estimating Millimeter Wave Channels Using Out-of-Band Measurements[C]//Proceedings of the 2016 Information Theory and Applications Workshop (ITA). Piscataway:IEEE, 2016:1-6.
[3]	ALI A, GONZALEZ-PRELCIC N, HEATH R W, et al. Leveraging Sensing at the Infrastructure for mmWave Communication[J]. IEEE Communications Magazine, 2020, 58(7):84-89.
[4]	BAO J, SUN D, LI H. Motion Sensor Aided Beam Tracking in Mobile Devices of Millimeter-Wave Communications[C]// Proceedings of the 2018 IEEE International Conference on Communications (ICC). Piscataway:IEEE, 2018:1-7.
[5]	杨瑞科, 高霞, 武福平, 等. 5G毫米波雨衰减链路传播模型及通信性能[J]. 西安电子科技大学学报, 2022, 49(4):24-30.
	YANG Ruike, GAO Xia, WU Fuping, et al. Research on the Propagation Model and Communication Performance of the 5G Millimeter Wave at the Rain Attenuation Link[J]. Journal of Xidian University, 2022, 49(4):24-30.
[6]	WANG J, PALOMAR D P. Worst-Case Robust MIMO Transmission with Imperfect Channel Knowledge[J]. IEEE Transactions on Signal Processing, 2009, 57(8):3086-3100. doi: 10.1109/TSP.2009.2021451
[7]	JOSHI S K, WIJEWARDHANA U L, CODREANU M, et al. Maximization of Worst-Case Weighted Sum-Rate for MISO Downlink Systems with Imperfect Channel Knowledge[J]. IEEE Transactions on Communications, 2015, 63(10):3671-3685. doi: 10.1109/TCOMM.2015.2464216
[8]	CHEN L, LIU A, YUAN X. Structured Turbo Compressed Sensing for Massive MIMO Channel Estimation Using a Markov Prior[J]. IEEE Transactions on Vehicular Technology, 2018, 67(5):4635-4639. doi: 10.1109/TVT.25
[9]	ZHAO M, CAI Y, ZHAO M, et al. Robust Joint Hybrid Analog-Digital Transceiver Design for Full-Duplex mmWave Multicell Systems[J]. IEEE Transactions on Communications, 2020, 68(8):4788-4802. doi: 10.1109/TCOMM.26
[10]	LUO Z, ZHAO L, LIU H, et al. Robust Hybrid Beamforming in Millimeter Wave Systems with Closed-Form Least-Square Solutions[J]. IEEE Wireless Communications Letters, 2021, 10(1):156-160. doi: 10.1109/LWC.5962382
[11]	HE J, WYMEERSCH H, JUNTTI M. Leveraging Location Information for RIS-Aided mmWave MIMO Communications[J]. IEEE Wireless Communications Letters, 2021, 10(7):1380-1384. doi: 10.1109/LWC.2021.3067474
[12]	MASCHIETTI F, GESBERT D, KERRET P D, et al. Robust Location-Aided Beam Alignment in Millimeter Wave Massive MIMO[C]//Proceedings of 2017 IEEE Global Communications Conference. Piscataway:IEEE, 2017:1-6.
[13]	JIANG L, JAFARKHANI H. Multi-User Analog Beamforming in Millimeter Wave MIMO Systems Based on Path Angle Information[J]. IEEE Transactions on Wireless Communications, 2019, 18(1):608-619. doi: 10.1109/TWC.2018.2883279
[14]	VA V, VIKALO H, HEATH R W. Beam Tracking for Mobile Millimeter Wave Communication Systems[C]//Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP). Piscataway:IEEE, 2017:1-6.
[15]	ZHOU S, CHEN L, WANG W. Attitude Information Aided Digital Beamforming in Millimeter-Wave MIMO Systems[J]. IEEE Systems Journal, 2022, 16(2):1820-1831 doi: 10.1109/JSYST.2021.3092430
[16]	SHIM D S, YANG C K, KIM J H, et al. Application of Motion Sensors for Beam-Tracking of Mobile Stations in mmWave Communication Systems[J]. Sensors (Basel), 2014, 14(10):19622-19638. doi: 10.3390/s141019622
[17]	CHEN X, FAN P. Low-Complexity Location-Aware Multi-User Massive MIMO Beamforming for High Speed Train Communications[C]//Proceedings of the 2017 IEEE 85th Vehicular Technology Conference (VTC Spring). Piscataway:IEEE, 2017:1-6.

Design of a sensing assisted robust transceiver in millimeter-wave systems

RichHTML

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 4

References 17

Related Articles 15

Metrics

Comments

Recommended 0

[1]	HAN Yongkang, CHEN Jian, ZHOU Yuchen, YANG Long. Fairness optimization for the multi-user NOMA-IRS system [J]. Journal of Xidian University, 2023, 50(2): 1-10.
[2]	LI Zhongjie,GAO Wei,XIONG Jiyuan,LI Jianghong. DDPG method for joint beamforming and power control in mmwave communication [J]. Journal of Xidian University, 2022, 49(4): 39-48.
[3]	HE Bin,SU Hongtao. Study of game strategy between multiple targets and multistatics radars [J]. Journal of Xidian University, 2021, 48(2): 125-132.
[4]	SHI Tao,HAN Xuefeng,CHEN Wen. Receiver design scheme in high speed train scenarios [J]. Journal of Xidian University, 2020, 47(6): 30-36.
[5]	LI Feng, WANG Ziyang, WANG Le, LI Rui, FENG Gang, YIN Yingzeng. Analysis of the miniaturization of the anti-jamming array antenna and its beamforming technology [J]. Journal of Xidian University, 2018, 45(6): 51-56.
[6]	ZHONG Weizhi, XU Lei, ZHU Qiuming, CHEN Xiaomin, ZHOU Jianjiang. Beam precoding algorithm for antenna mutual coupling effect suppression [J]. Journal of Xidian University, 2018, 45(6): 80-85.
[7]	TANG Junlin;ZENG Yuan;YUE Guangrong;LI Shaoqian. Iterative beamforming method in the multi-path channel for the millimeter-wave phased array [J]. Journal of Xidian University, 2018, 45(4): 143-148.
[8]	TANG Junlin;ZENG Yuan;YUE Guangrong;LI Shaoqian. Iterative beamforming method for the millimeter wave phased array [J]. Journal of Xidian University, 2017, 44(6): 122-128.
[9]	CHEN Pei;ZHAO Yongjun;LIU Chengcheng;LI Haiwen. Blind beamforming algorithm based on fractional lower-order time-frequency decomposition [J]. Journal of Xidian University, 2017, 44(5): 134-139.
[10]	LIAO Ruiqian;XU Jingwei;LIAO Guisheng. Robust adaptive beamforming with near-field scatterers [J]. Journal of Xidian University, 2017, 44(5): 184-188.
[11]	YU Hongbo;FENG Dazheng;XIE Hu. Novel robust beamforming algorithm using sequential quadratic programming [J]. Journal of Xidian University, 2016, 43(2): 41-45+204.
[12]	YANG Jie;LIU Congfeng;CAI Xiao. Improved steering based on the virtual extend method for the microphone array [J]. Journal of Xidian University, 2016, 43(2): 114-119.
[13]	ZHU Yutang;ZHAO Yongbo;SHUI Penglang;CHENG Zengfei;LI Hui. Robust adaptive beamforming algorithm in the situation of limited snapshots [J]. J4, 2015, 42(6): 37-42.
[14]	YANG Jie;LIAO Guisheng;LI Jun. Robust adaptive beamforming with the two level nested array [J]. J4, 2015, 42(6): 30-36.
[15]	WU Kai;SU Tao. Design and application of the allpass fractional delay filter [J]. J4, 2015, 42(4): 8-13.