Is the cost of 5G testing too expensive for Deep Light Standard Technology? Five methods to reduce 5G testing costs
It is estimated that billions of 5G devices will be launched in the next few years, and 5G device manufacturers need to deliver high-quality products while overcoming cost constraints. Mobile device OEMs and contract manufacturers responsible for developing mass-produced 5G products have found that the economic environment for production testing is rapidly changing. 5G has added frequency bands below 6 GHz, and the testing frequency of 5G millimeter wave (mmWave) is higher, which makes mass production testing of cellular wireless devices more complex than before. If not carefully calculated, the cost of wireless testing will further increase.
In addition, due to the tighter integration of electronic devices and antennas, conducting tests on 5G millimeter waves (also known as 5G FR2) are no longer feasible. As shown in Figure 1, the standard testing method for millimeter waves requires wireless (OTA) testing of the final product at the phone assembly and module level, rather than the commonly used onboard chip testing in the 2-4G and 5G frequency bands below 6 GHz (also known as 5G FR1). The following five strategies can help OEMs address these new challenges faced by 5G devices and reduce testing costs.
1. Multi device testing
With the introduction of numerous new LTE-FDD and LTD-TDD frequency bands in 4G, testing technology has also been developed, and each testing station can conduct multi device testing (also known as multi DUT). The number of 5G frequency bands continues to grow significantly, with more antennas supporting new intermediate frequency spectrum and MIMO technology, which also poses new challenges for manufacturing testing. The complexity of testing is higher, and the testing time for each device is also longer. In 5G, implementing multiple DUT tests using each tester can share the increased testing time with a larger capacity, resulting in a higher hourly specific testing volume (UPH). Figure 2 shows a standard factory production setup where four devices are connected to hardware tester units through software testing programs.
How to maximize the utilization of testing equipment by testing multiple devices in parallel, while minimizing idle time (such as DUT control and stabilization time).
2. Parallel data processing and analysis
3. Measurement efficiency
How to maximize the utilization of testing equipment by testing multiple devices in parallel, while minimizing idle time (such as DUT control and stabilization time).
2. Parallel data processing and analysis
During factory production, it is necessary to perform RF calibration and RF verification on the DUT. The transmission power and frequency range involved in standard measurements can cover multiple channels and radio formats. With the help of 5GNR, it is possible to analyze waveforms that are more complex and computationally intensive than before. Therefore, the testing equipment architecture needs to consider 5G signal analysis with higher computational density, while providing efficient parallel measurement through hardware or software. For example, innovative heuristic algorithms can be developed in software to accelerate the measurement and analysis process. Both of these technologies (hardware or software) contribute to achieving the goal of parallel data processing and analysis in RF calibration and RF validation testing.
3. Measurement efficiency
Radio frequency parameter measurement is the core step in verifying the performance of equipment in mass production environments. The 3GPP standard provides a series of recommended testing items for these specific RF measurements, such as transmission power, error vector amplitude (EVM), and adjacent channel leakage power ratio (ACLR) (Figure 4). Manufacturers have been striving to reduce the mixing of RF testing projects (without affecting the quality of the tested equipment) and improve production efficiency and time by dispersing the factory testing process to multiple sites on the production line (such as using one site for 2-4G and another site for 5G).
4. Automation of testing process
4. Automation of testing process
Automation of the testing process is another valuable method for improving 5G device testing. Due to the complex OTA testing setup of 5G millimeter waves, this method is particularly important for 5G millimeter waves. Firstly, the software testing automation program not only needs to control the tested equipment and testing equipment, but also needs to control the OTA testing room used for OTA millimeter wave testing. Due to the poor signal propagation ability in the 24 GHz and above frequency bands, 5G devices that support these frequency bands (such as n257 to n261) are equipped with multiple millimeter wave antenna modules. In order to use precise radiation modes to test these millimeter wave antenna modules, the RF testing room needs to use a locator to rotate the equipment or use multiple antenna horns for OTA testing. Figure 5 shows the entire testing process from executing software testing to using a locator rotation device to bind hardware instruments with a testing room for 5G millimeter wave testing.
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)
Another method for testing multiple millimeter wave antenna modules is to install multiple horn antennas inside the testing room casing and ensure a high-precision field of view between the horn antenna and the millimeter wave module of the equipment
5. white-box testing
5. white-box testing
OEMs are usually reluctant to disclose the structure of their 5G millimeter wave module equipment antenna in conformance testing to avoid leakage of product design information. Therefore, black box testing has become the standard choice in these situations. However, in mass production testing, the situation is different.
After understanding the equipment hardware design and mastering the antenna millimeter wave module layout in the mass production equipment, the test engineer can preset the horn antenna layout and the movement mode of the locator to improve the efficiency of the test process, without performing additional near-field scanning on the antenna array. In addition, placing the center of the DUT opening in the center of the testing area can save more testing time. This is called white-box testing. It is an alternative to black box testThe test.The equipment is placed in the center of the test area.
The above is an introduction to Deeplight standard technology on how to reduce costs in 5G testing. Please contact us to inquire about testing and certification issues for 3G, 4G, and 5G communication equipment.
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