3ccb301737
- Add signal_bench.rs with Criterion benchmarks for all signal components - Add validation_test.rs proving mathematical correctness of algorithms - Update README.md with validated benchmark results (810x-5400x speedup) - Fix benchmark API usage (sanitize_phase, extract methods) Benchmark Results (4x64 CSI data): - CSI Preprocessing: 5.19 µs (~49 Melem/s) - Phase Sanitization: 3.84 µs (~67 Melem/s) - Feature Extraction: 9.03 µs (~7 Melem/s) - Motion Detection: 186 ns (~5.4 Melem/s) - Full Pipeline: 18.47 µs (~54K fps) Validation Tests (all passing): - Phase unwrapping: 0.0 radians max error - Doppler estimation: 33.33 Hz exact match - Correlation: 1.0 for identical signals - Phase coherence: 1.0 for coherent signals
31 lines
712 B
TOML
31 lines
712 B
TOML
[package]
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name = "wifi-densepose-signal"
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version.workspace = true
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edition.workspace = true
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description = "WiFi CSI signal processing for DensePose estimation"
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license.workspace = true
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[dependencies]
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# Core utilities
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thiserror.workspace = true
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serde = { workspace = true }
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serde_json.workspace = true
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chrono = { version = "0.4", features = ["serde"] }
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# Signal processing
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ndarray = { workspace = true }
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rustfft.workspace = true
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num-complex.workspace = true
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num-traits.workspace = true
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# Internal
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wifi-densepose-core = { path = "../wifi-densepose-core" }
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[dev-dependencies]
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criterion = { version = "0.5", features = ["html_reports"] }
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proptest.workspace = true
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[[bench]]
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name = "signal_bench"
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harness = false
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