HomeIndustryAerospace and DefenceNew, Imaginative AI-enabled satellite applications through Spacechips

    New, Imaginative AI-enabled satellite applications through Spacechips

    As the demand for smaller satellites with sophisticated computational capabilities and reliable along with robust onboard processor systems to support the five to ten-year duration of a mission grows, so does the limits of the latest ultra‑deep‑submicron FPGAs and ASICs and their power delivery networks. These high-performance processors have demanding, low-voltage, high-current power requirements and their system design is further compounded by the complexities of managing thermal and radiation conditions in space.

    To cater to these demands, Spacechips has introduced its AI1 transponder, a small, on-board processor card containing an ACAP (Adaptive Compute Acceleration Platform) AI accelerator. The smart, re-configurable receiver and transmitter delivers up to 133 tera operations per second (TOPS) of performance that enables new Earth-observation, in-space servicing, assembly and manufacturing (ISAM), signals intelligence (SIGINT), and intelligence, surveillance and reconnaissance (ISR) and telecommunication applications to support real-time, autonomous computing while ensuring the reliability and longevity to complete longer missions.

    “Many spacecraft operators simply don’t have sufficient bandwidth in the RF spectrum to download all of the data they’ve acquired for real-time processing,” said Dr. Rajan Bedi, CEO of Spacechips. “An alternative solution is accomplishing the processing in-orbit and simply downlink the intelligent insights.”

    New levels of processing power spawn imaginative new applications in space and on Earth

    Today’s low-Earth-orbit observation spacecraft can establish direct line of sight over a specific region only about once every ten minutes. If satellites were trained to fill those blind spots using AI algorithms, emergency management teams could make faster, better-informed decisions when direct line-of-sight communication with Earth is not possible. Spacechips is harnessing these powerful artificial intelligence compute engines to enable in-orbit AI to address a variety of Earth-bound and space-related problems:

    • Tracking space debris to avoid costly collisions
    • Monitoring mission critical spacecraft system health
    • Identifying severe weather patterns
    • Reporting critical crop production rainfall data
    Figure 1 On-orbit AI can detect temperature anomalies such as wildfires, volcanic activity, or industrial accidents with the Spacechips AI1 processer. This helps emergency management teams make faster, better-informed decisions about which fire prone areas are the most vulnerable. 

    Vicor Factorized Power Architecture delivers high current, low voltage

    Given the constrained operating environment of space, AI-enabled computing has an acute need for precision power management. The need is compounded by the expanding number, scope and variety of missions that require different kinds of spacecraft and a growing reliance on some form of solar power to deliver adequate power.

    This led Spacechips to partner with Vicor to incorporate Vicor Factorized Power Architecture (FPA) using high density power modules into the Spacechips AI1 Transponder Board. FPA is a power delivery system design that separates the functions of DC-DC conversion into independent modules. In Vicor’s radiation tolerant modules, the bus converter module (BCM) provides the isolation and step down to 28V, while the pre-regulator module (PRM) provides regulation to a voltage transformation module (VTM) or current multiplier that performs the 28V DC transformation to 0.8V.

    The value of the Vicor solution, according to Bedi, is that it is very small and power dense. This allows for better efficiency and flexibility by reducing size and weight and yields higher power density, especially in high-performance computing applications.

    By adopting Vicor’s FPA power delivery system, Bedi is helping telecommunications and SIGINT operators perform real-time, on-board processing by autonomously changing RF frequency plans, channelization, modulation and communication standards based on live traffic needs. Vicor power converter modules also feature a dual powertrain, which for fault-intolerant space applications provides built-in redundancy that allows loads to be driven at 100 percent on each side of the powertrain.

    Figure 2 Vicor Factorized Power Architecture (FPA) separates the functions of DC-DC conversion into independent modules. Using radiation-tolerant modules, the BCM bus converter provides the isolation, the PRM regulator provides the regulation and the VTM current multiplier performs the DC transformation. This allows for better efficiency, flexibility and higher power density, especially in high-performance computing applications.

    “Vicor FPA delivers a much more elegant, efficient solution in a very small form factor,” Bedi said. “The benefits of Vicor FPA are simply an order of magnitude superior to everything else on the market.”

    Together Spacechips and Vicor have partnered to design the most power-dense, reliable processer board on orbit. The AI1 board is rad-tolerant, rugged and compact. It sets a new standard for power processing, enabling the next-generation of computing and application design for New Space.

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