The airlines made their case to the FAA earlier this week, warning that the rollout of 5G service near airports could cause catastrophic disruption to both passenger flights and cargo shipments. “Unless our major hubs are cleared to fly, the vast majority of the traveling and the shipping public will essentially be grounded,” wrote the chief executives of American Airlines, Delta Air Lines, United Airlines, Southwest Airlines among others in a letter firstreported by Reuters.

The US is not alone in this struggle. Last October, Canadians living near airports were informed that they will not get full 5G service. According to theToronto Star, “The government said it is introducing the restrictions because there are concerns about possible interference between those airwaves — which are known as spectrum and carry wireless communications signals — and certain aviation navigation tools.”

这篇文章是由客座博客作者Mike Rudolph，Aerospace and Defense的行业经理Mike Rudolph撰写的，我们的航空航天和国防帐户的技术客户经理Steve Ajemian以及Rick Gentile和Babak Memarzadeh，产品经理Radar Toolbox和传感器融合和跟踪工具箱. Together, this team tracks and supports technical trends throughout the industry to enable engineers and scientists to better collaborate across disciplines such as Radar and 5G.

Analyzing for Interference

根据FAA“部署在其他数5 g技术ries often involve different conditions than those proposed for the U.S., including lower power levels, antennas tilted downward to reduce potential interference to flights, different placement of antennas relative to airfields, and frequencies with a different proximity to frequencies used by aviation equipment.”

In the US, the concerns raised about possible interference are due to the region of spectrum within C-band that is being utilized for 5G communications. The 3.7 – 3.98 GHz band has been purchased by the wireless carriers AT&T and Verizon. This spectrum is in close proximity to the operating frequencies of radar altimeters which reside in the 4.2 – 4.4 GHz band. Radar altimeters are utilized by aircraft to measure the aircraft’s altitude relative to the local terrain during flight.

While the wireless industry has referenced successful 5G rollouts in other countries, there has not been a comprehensive study of the possible impacts to radar altimeters due to 5G systems operating in such close proximity within C-band.

According toNPR, “[…] former Federal Aviation Administration Administrator Michael Huerta, who served in the role from 2010-2018, points out the 5G towers near airports in other countries are either turned off or operating at low power near airports, with transmitters pointing down toward the ground and away from aircraft.”

“What really needs to happen is the very detailed technical analysis, airport by airport, aircraft type by aircraft type, to determine how real the interference potential actually is,” Huerta told NPR.

Defining the Problem Space

5G基站利用可以将传输将传输集中在非常具体的方向上的事实来放大了机场附近5G系统干扰的关注。这些基站还辐射在高度上，以使这些传输在更大的距离上传播。

从雷达高度计的角度来看，在接近频率接近的系统中的主要关注点是由于“虚假排放”引起的。虚假排放是不需要的带外排放到传输过程中发生的附近频率的。由于RF能量泄漏到该频段，这些排放可能会降低附近接收器的性能（在这种情况下为雷达高度计），这可以防止准确确定飞行高度。表征在雷达高度计上观察到的干扰水平对于理解可能经历哪些性能降解的至关重要。

Lastly, these scenarios involve aircraft taking off and landing, with the position and altitude changing over time. Since the distance relative to the 5G base station will be varying, this adds additional complexity to the analysis.

Modeling this scenario in MATLAB

With MATLAB, you can build a high-fidelity model of this scenario and analyze the potential for interference from 5G transmissions to radar altimeters. The scenario can be decomposed into three major parts: 5G waveform generation and transmission, radar altimeter modeling, and scenario modeling.

• 5G Waveform Generation and Transmission

Using the5G Toolbox, users can generate a range of standard-compliant 5G waveforms to investigate the out-of-band emissions when transmitting in C-band (3.7 – 3.98 GHz). Custom waveforms can also be created and generated targeting the bands of interest for this type of analysis.

Phased Array System Toolboxenables users to model a representative antenna array for a 5G base station. These base stations utilize adaptive beam steering to dynamically point antenna beams towards user equipment. Modeling the 5G waveform and the radiated power together can provide a representative interference source to characterize the out-of-band emissions as they propagate over the air.

• Radar Altimeter Modeling

Using the Radar Toolbox, you can model the radar altimeter and assess performance with and without 5G interference present. You can also model cases where interferers such as when a 5G base station is transmitting nearby. You can model the radar altimeter to generate the received in-phase and quadrature (IQ) signals. By applying signal processing algorithms on the received IQ signal, you can assess the effect of interference on the output of the radar altimeter.

• 方案建模

Aircraft performing a takeoff or landing maneuver can be readily modeled using Radar Toolbox. Modeling the aircraft flying relative to the 5G Base Station enables the characterization of a range of interference conditions experienced over the course of the flight trajectory while accounting for the RF propagation of the 5G transmissions.

High-Fidelity Modeling

With MATLAB, you model complex wireless and radar scenarios. These models can be used to characterize the effects of interference and inform decision-making on appropriate mitigations to allow these types of systems to co-exist. If your team is interested in a demo of these capabilities, please reach out to speak with one of our industry experts.

这里有一些其他资源：

• Generating 5G NR waveforms
• Designing phased array antennas
• Modeling radar systems