On the Performance of IRS-Assisted Multi-Layer UAV Communications With Imperfect Phase Compensation

被引:68
作者
Al-Jarrah, Mohammad [1 ]
Al-Dweik, A. [2 ,3 ]
Alsusa, E. [1 ]
Iraqi, Youssef [4 ]
Alouini, M-S [5 ]
机构
[1] Univ Manchester, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
[2] Khalifa Univ, Ctr Cyber Phys Syst, Abu Dhabi, U Arab Emirates
[3] Western Univ, Dept Elect & Comp Engn, London, ON N6A 3K7, Canada
[4] Mohammed VI Polytech Univ, Sch Comp Sci, Ben Guerir 43150, Morocco
[5] King Abdullah Univ Sci & Technol KAUST, Comp Elect & Math Sci & Engn Div, Thuwal 23955, Makkah, Saudi Arabia
关键词
Bit error rate (BER); outage probability; Rician fading; intelligent reflecting surfaces (IRS); imperfect phase estimation; sinusoidal addition theorem (SAT); unmanned aerial vehicle (UAV); flying network; von Mises density; 6G; RECONFIGURABLE INTELLIGENT SURFACES; CHANNEL ESTIMATION; RESOURCE-ALLOCATION; REFLECTING SURFACES; OFDM SYSTEMS; OPTIMIZATION; NETWORKS; GENERATION; PLACEMENT; DESIGN;
D O I
10.1109/TCOMM.2021.3113008
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
This work presents the symbol error rate (SER) and outage probability analysis of multi-layer unmanned aerial vehicles (UAVs) wireless communications assisted by intelligent reflecting surfaces (IRS). In such systems, the UAVs may experience high jitter, making the estimation and compensation of the end-to-end phase for each propagation path prone to errors. Consequently, the imperfect phase knowledge at the IRS should be considered. The phase error is modeled using the von Mises distribution and the analysis is performed using the Sinusoidal Addition Theorem (SAT) to provide accurate results when the number of reflectors L <= 3, and the Central Limit Theorem (CLT) when L >= 4. The achieved results show that accurate phase estimation is critical for IRS based systems, particularly for a small number of reflecting elements. For example, the SER at 10(-3) degrades by about 5 dB when the von Mises concentration parameter kappa = 2 and L = 30, but the degradation for the same kappa surges to 25 dB when L = 2. The airto-air (A2A) channel for each propagation path is modeled as a single dominant line-of-sight (LoS) component, and the results are compared to the Rician channel. The obtained results reveal that the considered A2A model can be used to accurately represent the A2A channel with Rician fading.
引用
收藏
页码:8551 / 8568
页数:18
相关论文
共 84 条
[1]   Intelligent Reflecting Surface: Practical Phase Shift Model and Beamforming Optimization [J].
Abeywickrama, Samith ;
Zhang, Rui ;
Wu, Qingqing ;
Yuen, Chau .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (09) :5849-5863
[2]   Joint Optimization of Sensors Association and UAVs Placement in IoT Applications With Practical Network Constraints [J].
Ahmed, Ashfaq ;
Naeem, Muhammad ;
Al-Dweik, Arafat .
IEEE ACCESS, 2021, 9 :7674-7689
[3]  
Al-Dweik A, 2012, IEEE VTS VEH TECHNOL
[4]   Accurate BER Analysis of OFDM Systems Over Static Frequency-Selective Multipath Fading Channels [J].
Al-Dweik, A. ;
Sharif, B. ;
Tsimenidis, C. .
IEEE TRANSACTIONS ON BROADCASTING, 2011, 57 (04) :895-901
[5]   Exact Performance Analysis of Synchronous FH-MFSK Wireless Networks [J].
Al-Dweik, Arafat J. ;
Sharif, Bayan S. .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2009, 58 (07) :3771-3776
[6]   Capacity Analysis of IRS-Based UAV Communications With Imperfect Phase Compensation [J].
Al-Jarrah, M. ;
Alsusa, E. ;
Al-Dweik, A. ;
So, Daniel K. C. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2021, 10 (07) :1479-1483
[7]  
Al-Jarrah M. A., 2020, IEEE WIRELESS COMMUN, V9, P210
[8]   Performance Analysis of Wireless Mesh Backhauling Using Intelligent Reflecting Surfaces [J].
Al-Jarrah, Mohammad A. ;
Alsusa, Emad ;
Al-Dweik, Arafat ;
Alouini, Mohamed-Slim .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2021, 20 (06) :3597-3610
[9]   Error Rate Analysis of Amplitude-Coherent Detection Over Rician Fading Channels With Receiver Diversity [J].
Al-Jarrah, Mohammad A. ;
Park, Ki-Hong ;
Al-Dweik, Arafat ;
Alouini, Mohamed-Slim .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2020, 19 (01) :134-147
[10]   Communication Through a Large Reflecting Surface With Phase Errors [J].
Badiu, Mihai-Alin ;
Coon, Justin P. .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (02) :184-188