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Merge pull request #115 from dsyme/run122-work-34d2aa9b-277ec1015d309127
[lean-squad] feat(fv): BlockIntegralTrap Lean proofs + critique update (run 122)
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formal-verification/CORRESPONDENCE.md

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🔬 *Generated by Lean Squad automated formal verification.*
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## Last Updated
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- **Date**: 2026-05-25 UTC
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- **Commit**: `c1ca507bb3`
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- **Date**: 2026-05-12 09:13 UTC
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- **Commit**: `24df482693`
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### Run 120 Review Notes
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Task 6 (Correspondence Review): added correspondence section for `HighPass.lean` (run 119, 12 theorems, 0 sorry).
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Task 2 (Informal Spec): wrote `expodz_informal.md` for the `expo_deadzone` RC input pipeline.
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**New in `HighPass.lean`** (run 119, now 12 named theorems, 0 sorry):
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- DC blocking proved: `hpfIterConst_pow` — output decays geometrically as `a^n · y0`.
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- Coefficient bounds: `hpf_coeff_in_range` — for any physical parameter `b > 0`, `0 < 1/(1+b) < 1`.
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- Strict monotone decay: `hpfIterConst_strict_mono_n` — each step reduces a positive output.
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Coverage: **45 Lean files**, **~834 named theorem/lemma references**, 0 `sorry`.
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No source drift detected: `src/lib/controllib/BlockHighPass.cpp` and `BlockHighPass.hpp` unchanged since run 119.
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> 🔬 Added by Lean Squad run 120.
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### Run 117 Review Notes
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Key result: iterated `gainCompressionUpdate` always stays in `[gain_min, 1]` — the gain compression invariant used by the rate controller.
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> 🔬 Added by Lean Squad run 109.
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---
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## `FVSquad/HighPass.lean`
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**C++ source**: `src/lib/controllib/BlockHighPass.cpp` / `BlockHighPass.hpp`
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**Lean file**: `formal-verification/lean/FVSquad/HighPass.lean`
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**Added**: run 119 (2026-05-12)
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### Modelled functions
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| Lean name | C++ name | File:line | Correspondence level | Notes |
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|-----------|----------|-----------|---------------------|-------|
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| `HPFState` | `BlockHighPass` fields `{_u, _y}` | `src/lib/controllib/BlockHighPass.hpp:60–63` | **abstraction** | Models the two persistent state variables; `_fCut` and `Block` base class abstracted away |
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| `hpfUpdate` | `BlockHighPass::update` | `src/lib/controllib/BlockHighPass.cpp:44–50` | **abstraction** | Float → Rat; coefficient `a` taken as direct parameter rather than computing `2π·fCut·dt` |
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### Key theorems
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| Theorem | Statement | Status |
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|---------|-----------|--------|
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| `hpf_coeff_pos` | `b > 0 → 0 < 1/(1+b)` | ✅ Proved |
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| `hpf_coeff_lt_one` | `b > 0 → 1/(1+b) < 1` | ✅ Proved |
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| `hpf_coeff_in_range` | `b > 0 → 0 < a < 1` (where `a = 1/(1+b)`) | ✅ Proved |
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| `hpfUpdate_const_input` | Constant input reduces to `y_new = a · y_prev` | ✅ Proved |
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| `hpfIterConst_pow` | Closed form: `y_n = a^n · y_0` (DC-blocking geometric decay) | ✅ Proved |
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| `hpfIterConst_nonneg` | Non-negativity preserved: `y_0 ≥ 0 ∧ a ≥ 0 → y_n ≥ 0` | ✅ Proved |
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| `hpfIterConst_strict_mono_n` | Strict monotone decay: `0 < a < 1 ∧ y0 > 0 → y_{n+1} < y_n` | ✅ Proved |
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| `hpfIterConst_le_init` | Output ≤ initial: `0 < a ≤ 1 ∧ y0 ≥ 0 → y_n ≤ y0` | ✅ Proved |
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| `hpfIterConst_dc_blocked` | DC blocking: closed form `y_n = a^n · y0` | ✅ Proved |
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Total: 12 theorems + 2 private helpers, 0 `sorry`.
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### Divergences
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- **Float vs Rat**: C++ uses `float`; Lean model uses `Rat` (exact rationals). IEEE 754 rounding, NaN, and ±∞ are not modelled.
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- **Coefficient computation**: C++ computes `b = 2π·fCut·dt` and `a = 1/(1+b)` from stored `_fCut` and `getDt()`. Lean takes `a` directly as a parameter. `hpf_coeff_in_range` bridges this: for any physical `b > 0`, the coefficient lands in `(0, 1)`.
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- **`Block` base class**: `getDt()` and the parameter system are abstracted away; not modelled in Lean.
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- **Constant-input focus**: theorems focus on the constant (DC step) input scenario to prove DC blocking. General time-varying inputs are not fully analysed.
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### Validation evidence
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No Route B correspondence tests yet. `hpf_coeff_in_range` proves the C++ coefficient formula lands in `(0, 1)` for any physical parameter; `hpfIterConst_pow` proves the closed form matches the recurrence, which matches the C++ loop structurally.
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### Impact on proofs
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Key contribution: **DC blocking proof** — any constant input drives the HPF output exponentially to zero (`y_n = a^n · y_0`, `0 < a < 1`). This formally confirms the filter's primary design property and provides a verified characterisation of the IIR high-pass recurrence.
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> 🔬 Added by Lean Squad run 120.

formal-verification/CRITIQUE.md

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## Last Updated
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- **Date**: 2026-05-10 08:49 UTC
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- **Commit**: `01186ce1cebbe8c3483a07970c0e6b0b3b760191`
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- **Date**: 2026-05-10 (run 122)
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- **Commit**: run122-work-34d2aa9b
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## Overall Assessment
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Forty-four Lean files cover **638 named theorems, all fully proved, 0 `sorry`**
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**Forty-seven Lean files cover ~690 named theorems, all fully proved, 0 `sorry`**
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(Lean 4 v4.29.1, standard library only, 10 abstract axioms for Mathlib-dependent results).
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Targets span PX4's mathlib, control library, sensor-fusion, Commander, collision-prevention,
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CRC, angle-conversion, and RC-input pipeline. Since run 105, nine new files and
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approximately 97 additional theorems have been added across runs 106–113:
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`GoldenSection.lean` (13, run106–107), `SensorOrientation.lean` (20, run109),
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`GainCompression.lean` (11, run109), `CountSetBits.lean` (24, run110),
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`Negate16.lean` (18, run111), `PID.lean` extended to 32 theorems (runs 112–113),
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`Expo.lean` (12, run113).
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Runs 112–113 add a multi-step convergence proof suite for the PID integral:
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`updateIntegral_pos_error_increases` / `_neg_error_decreases` (one-step directional change),
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`pidIntegralIterate_pos_error_mono` (monotone convergence over n steps), and
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`pidIntegralIterate_saturates` (reaches `limitI` in at most `limitI - init` steps
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when `gainI * error * dt ≥ 1`). These are the deepest liveness proofs in the library to date.
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Since run 113, ten new files have been added across runs 114–122:
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`LowPassFilter2p.lean` (13 theorems, Direct Form II biquad IIR, run121),
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`FilteredDerivative.lean` (run 114–115), `RadiansDegrees.lean` (run 114),
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`VelocitySmoothing.lean` (run 115), `Min3Max3.lean` (run 116),
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`HighPass.lean` (14 theorems, IIR high-pass, run 119),
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`Crc16Sig.lean`, `Crc32Sig.lean`, `Crc64.lean`, `Crc8.lean` (run 116–118),
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and `BlockIntegralTrap.lean` (16 theorems, trapezoidal integrator, run 122).
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Six confirmed bugs remain open: `signNoZero<float>` (NaN returns 0),
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`negate<int16_t>` (incorrect INT16_MAX special case), `wrap_bin(bin, n)` (negative index
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atmosphere (26/26), bin_at_angle (334/334), slew_rate (4327/4327), hysteresis (259/259),
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pid (7964/7964), count_set_bits (871/871), and expo (1373/1373).
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### Run 122 additions: `BlockIntegralTrap.lean`
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**New file**: `lean/FVSquad/BlockIntegralTrap.lean` (16 theorems, 0 sorry).
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Models `BlockIntegralTrap::update` (trapezoidal integrator with symmetric saturation):
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```
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y_new = constrain(y_old + (u_prev + input)/2 * dt, -limit, limit)
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u_new = input
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```
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**Proved properties:**
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- `itUpdate_y_bounded`: output always in `[-limit, limit]` (core safety invariant)
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- `itUpdate_y_exact`: exact trapezoidal formula when accumulation stays in range
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- `itUpdate_increment_formula`: `y_new - y_old = (u_prev + input)/2 * dt` (no clamping)
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- `itUpdate_zero_state_zero_input`: zero initialisation + zero input → zero output
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- `itFold_y_in_range`: **inductive invariant** — output remains in range over all fold steps
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- `itUpdate_trap_mono_input`: larger input → larger trapezoidal sum (when `dt ≥ 0`)
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- `itUpdate_y_mono_input_in_range`: monotone output (both sums in range case)
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- `itUpdate_saturated_pos` / `itUpdate_saturated_neg`: correct clamping behaviour
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**Assessment**: Good structural coverage. The bounded-output invariant is the highest-value
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theorem (safety-critical: prevents runaway integration). The inductive `itFold_y_in_range`
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theorem is a clean liveness proof showing the integrator never escapes bounds over time.
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**Gaps to address in future runs:**
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- Full monotonicity (when one or both sums are saturated) requires more case analysis
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- BIBO stability analysis (gain/phase analysis) requires Mathlib or a Real-number model
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- Correspondence test harness (C++ vs Lean) not yet written
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## Proved Theorems Table

formal-verification/TARGETS.md

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| # | Name | File | Phase | Status | Lean File | Notes |
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| 53 | `BlockHighPass::update` | `src/lib/controllib/BlockHighPass.cpp` | 5 | ✅ Proved | `lean/FVSquad/HighPass.lean` | IIR high-pass filter; 14 theorems, 0 sorry; coefficient bounds (0 < a < 1), DC blocking (constant input → geometric decay a^n * y0), non-negativity, monotone decay, upper bound; informal spec in `specs/highpass_informal.md` |
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| 54 | `BlockIntegralTrap::update` | `src/lib/controllib/BlockIntegralTrap.cpp` | 5 | ✅ Proved | `lean/FVSquad/BlockIntegralTrap.lean` | Trapezoidal integrator with symmetric saturation; 16 theorems, 0 sorry; bounded output, exact trapezoidal formula when in range, increment formula, zero-state/zero-input, iterated bound inductive invariant, monotone trap sum, pos/neg saturation; run 122 |

formal-verification/lean/FVSquad/Basic.lean

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import FVSquad.SensorOrientation
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import FVSquad.CountSetBits
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import FVSquad.HighPass
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import FVSquad.LowPassFilter2p

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