美国宇航局使用火星直升机的SoC升级漫游车导航。
NASA uses Mars Helicopter's SoC for rover navigation upgrade

原始链接: https://www.theregister.com/2026/02/23/perseverance_rover_soc_navigation_upgrade/

美国宇航局巧妙地将已退役的“机智号”直升机中的强大处理器——高通801——重新用于增强“毅力号”火星车的自主导航能力。该处理器先前用于直升机通信,速度比“毅力号”现有系统快100倍。 这项被称为“火星全球定位”的“妙招”,利用算法快速将火星车摄像头图像与轨道地图进行比较,从而以惊人的精度(误差在10英寸以内)确定“毅力号”的位置。这使得火星车能够在无需地球持续指示的情况下,行驶“理论上无限的距离”,相比之下,其先前系统误差高达35米,并可能过早停止探索。 工程师通过巧妙的软件解决方案克服了处理器内部的轻微内存损坏。美国宇航局认为,这种商业芯片的成功集成将对未来的月球和行星任务具有重要价值,尤其是在精确位置跟踪至关重要的恶劣环境中。

美国宇航局正在利用最初为火星直升机设计的片上系统(SoC)来增强其漫游车的导航能力。这利用了使另一颗行星上的飞行成为可能相同的处理能力。 Hacker News上的讨论指出特斯拉的AI芯片作为替代方案的可能性,但也强调了美国宇航局的官僚主义倾向。一个主要担忧是抗辐射能力——火星直升机的SoC本身并没有受到保护。然而,美国宇航局通过多次运行算法并交叉检查结果,以及定期进行自我测试以识别和避免受损组件来减轻辐射影响。 虽然辐射最终会导致故障,但这种方法可以延长骁龙CPU的可用时间,为漫游车导航改进提供了一种经济高效的解决方案。
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原文

NASA has revealed it repurposed the processor the Perseverance rover used to communicate with the Ingenuity Mars Helicopter, to help the rolling robot navigate the Red Planet autonomously “for potentially unlimited distances.”

The aerospace agency revealed the hack last week in a post that says it used the rover’s Helicopter Base Station (HBS) because its processor is 100 times faster than the rover’s other kit.

NASA has previously said the HBS runs a Qualcomm 801 processor, a model the mobile chip giant lists as running four custom Krait CPUs using Arm-compatible cores of the company’s own design, an Adreno 330 GPU and a Hexagon digital signal processor. The Register’s coverage reports the models on Mars run at 2.26GHz and packs 2GB RAM plus 32GB flash memory, and that NASA ran Linux on the machine.

With Ingenuity now permanently grounded after flying 72 missions, the HBS was idle. The Jet Propulsion Laboratory’s chief engineer of robotics operations Vandi Verma therefore pondered reusing the hardware.

NASA calls the new workload it created for the SoC “Mars Global Localization” and in its post describes it as featuring “an algorithm that rapidly compares panoramic images from the rover’s navigation cameras with onboard orbital terrain maps.”

The agency says the algorithm “takes about two minutes to pinpoint the rover’s location within some 10 inches (25 centimeters)” and that it’s already in production, having been used on February 2nd and 16th.

“This is kind of like giving the rover GPS. Now it can determine its own location on Mars,” Verma wrote. “It means the rover will be able to drive for much longer distances autonomously, so we’ll explore more of the planet and get more science.”

NASA’s post says the software means “Perseverance can be commanded to drive to potentially unlimited distances without calling home.”

That’s a substantial improvement on the rover’s current autonomous navigational tools, which, the post explains, can see the robot become “increasingly unsure about its exact location” and sometimes get it wrong by up to 35 meters. “Believing it may be too close to hazardous terrain, Perseverance may prematurely end its drive and wait for instructions from Earth,” the post states.

“Tapping into the HBS computer has had its challenges,” NASA wrote, before explaining that it developed checks that see the algorithm run on the HBS multiple times before one of the rover’s main computers checks to ensure the results match.

“During testing, the team repeatedly found the rover’s position was off by 1 millimeter,” the post explains. “They discovered damage to about 25 bits – a minuscule fraction of the processor’s 1 gigabyte of memory – and developed a solution to isolate those bits while the algorithm runs.”

NASA appears to have been too modest to remind us that working on the rover can mean latency of up to 40 minutes, or that the fastest radio aboard Perseverance maxes out at 2 Mbps.

Verma thinks the work done to develop Mars Global Localization, and deploy it on the Snapdragon, will prove important as spacecraft designers use more commercial silicon. NASA’s post says its boffins have “already turned their sights to the Moon, where difficult lighting conditions and long, cold lunar nights make knowing exactly where spacecraft are located all the more critical.” ®

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