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DSP Kernel Optimization Techniques for Real-Time Sensor Pipelines on MCUs

This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.

Why latency budgets gate every sensor pipeline Choosing fixed-point vs floating-point and practical quantization SIMD, vectorization and assembly hotspots that move the needle Memory layout, cache behavior and DMA-friendly buffer patterns Production-Ready Checklist for On-Device DSP Real-time senso…

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  1. 2026-09-01 19:57 · DEV Community — Machine Learning
    DSP Kernel Optimization Techniques for Real-Time Sensor Pipelines on MCUs

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