High-performance DoD applications like sensor arrays must continue to push the state-of-the-art (SOTA) size, weight, and power (SWaP) while advancing system performance processing of the individual sensors. A scalable Vector Processor (VP) based compute platform can be created to deliver ASIC-like performance/power while incorporating FPGA-like flexibility and latency. This paper presents a study of key processors and assesses the strengths and challenges where a vector-engine based platform can deliver capabilities beyond the traditional methods that leverage FPGAs, while adding in AI acceleration and consideration of multiple sensors, sensor fusion, and strategic applications.
Scalable Compute Platform for Sensor Processing
2024-07-15
1821958 byte
Conference paper
Electronic Resource
English
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