EdgeCortix's SAKURA-I AI Accelerator Proves Radiation Resilience for Space Missions

EdgeCortix's SAKURA-I AI Accelerator Proves Radiation Resilience for Space Missions

EdgeCortix Inc., a leading fabless semiconductor company specializing in energy-efficient Artificial Intelligence (AI) processing at the edge, announced that its SAKURA-I AI Accelerator is suitable for space missions including in Earth orbit and on the lunar surface, demonstrating high levels of radiation resiliency. NASA Electronic Parts and Packaging Program (NEPP) executed two phases of testing on EdgeCortix’s AI accelerator, subjecting it to both proton and heavy ion radiations to evaluate its ability to withstand radiation impact in space-like environments.

The NEPP testing initiative was commissioned to advance the goal of achieving full autonomy in space. While recent advancements in machine learning and computer vision have shown significant promise in enhancing sensor processing capabilities, the computational demands of these algorithms often exceed the capabilities of many embedded central processing units (CPUs). Additionally, graphics processing units (GPUs), though powerful, typically consume over 40 watts—far exceeding the acceptable power thresholds for most space missions. To address these critical challenges, NEPP evaluated several commercially off-the-shelf (COTS) low-power AI accelerators, including EdgeCortix’s SAKURA-I, as a potential solution.

Proton and heavy ion testing, conducted at Massachusetts General Hospital and Lawrence Berkeley National Labs, confirmed that EdgeCortix’s accelerator demonstrates radiation tolerance suitable for environments such as low Earth orbit, geosynchronous orbit, and the lunar surface. The tests revealed that SAKURA-I experienced no destructive events, while transitory radiation effects occurred at a significantly lower rate compared to other similar products tested. These results underscore the potential to deploy COTS edge AI accelerators in space, paving the way for more complex, efficient, and cost-effective operations in near-term missions.

“The radiation resilience demonstrated by SAKURA-I marks a significant milestone in the advancement of AI-driven space exploration,” said Sakyasingha Dasgupta, CEO and Founder of EdgeCortix. “Processing billions of data points swiftly and accurately at the ultimate edge—space—without relying on Earth-based systems for analysis and decision-making was once considered out of reach. NASA’s testing confirms that high-performance, autonomous data processing during spaceflight is no longer just a possibility but a reality. EdgeCortix stands ready to deliver cutting-edge AI solutions that empower autonomous space applications today.”

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GNSS Constellations - A list of all GNSS satellites by constellations

beidou

Satellite NameOrbit Date
BeiDou-3 G4Geostationary Orbit (GEO)17 May, 2023
BeiDou-3 G2Geostationary Orbit (GEO)09 Mar, 2020
Compass-IGSO7Inclined Geosynchronous Orbit (IGSO)09 Feb, 2020
BeiDou-3 M19Medium Earth Orbit (MEO)16 Dec, 2019
BeiDou-3 M20Medium Earth Orbit (MEO)16 Dec, 2019
BeiDou-3 M21Medium Earth Orbit (MEO)23 Nov, 2019
BeiDou-3 M22Medium Earth Orbit (MEO)23 Nov, 2019
BeiDou-3 I3Inclined Geosynchronous Orbit (IGSO)04 Nov, 2019
BeiDou-3 M23Medium Earth Orbit (MEO)22 Sep, 2019
BeiDou-3 M24Medium Earth Orbit (MEO)22 Sep, 2019

galileo

Satellite NameOrbit Date
GSAT0223MEO - Near-Circular05 Dec, 2021
GSAT0224MEO - Near-Circular05 Dec, 2021
GSAT0219MEO - Near-Circular25 Jul, 2018
GSAT0220MEO - Near-Circular25 Jul, 2018
GSAT0221MEO - Near-Circular25 Jul, 2018
GSAT0222MEO - Near-Circular25 Jul, 2018
GSAT0215MEO - Near-Circular12 Dec, 2017
GSAT0216MEO - Near-Circular12 Dec, 2017
GSAT0217MEO - Near-Circular12 Dec, 2017
GSAT0218MEO - Near-Circular12 Dec, 2017

glonass

Satellite NameOrbit Date
Kosmos 2569--07 Aug, 2023
Kosmos 2564--28 Nov, 2022
Kosmos 2559--10 Oct, 2022
Kosmos 2557--07 Jul, 2022
Kosmos 2547--25 Oct, 2020
Kosmos 2545--16 Mar, 2020
Kosmos 2544--11 Dec, 2019
Kosmos 2534--27 May, 2019
Kosmos 2529--03 Nov, 2018
Kosmos 2527--16 Jun, 2018

gps

Satellite NameOrbit Date
Navstar 82Medium Earth Orbit19 Jan, 2023
Navstar 81Medium Earth Orbit17 Jun, 2021
Navstar 78Medium Earth Orbit22 Aug, 2019
Navstar 77Medium Earth Orbit23 Dec, 2018
Navstar 76Medium Earth Orbit05 Feb, 2016
Navstar 75Medium Earth Orbit31 Oct, 2015
Navstar 74Medium Earth Orbit15 Jul, 2015
Navstar 73Medium Earth Orbit25 Mar, 2015
Navstar 72Medium Earth Orbit29 Oct, 2014
Navstar 71Medium Earth Orbit02 Aug, 2014

irnss

Satellite NameOrbit Date
NVS-01Geostationary Orbit (GEO)29 May, 2023
IRNSS-1IInclined Geosynchronous Orbit (IGSO)12 Apr, 2018
IRNSS-1HSub Geosynchronous Transfer Orbit (Sub-GTO)31 Aug, 2017
IRNSS-1GGeostationary Orbit (GEO)28 Apr, 2016
IRNSS-1FGeostationary Orbit (GEO)10 Mar, 2016
IRNSS-1EGeosynchronous Orbit (IGSO)20 Jan, 2016
IRNSS-1DInclined Geosynchronous Orbit (IGSO)28 Mar, 2015
IRNSS-1CGeostationary Orbit (GEO)16 Oct, 2014
IRNSS-1BInclined Geosynchronous Orbit (IGSO)04 Apr, 2014
IRNSS-1AInclined Geosynchronous Orbit (IGSO)01 Jul, 2013