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# Hohmann Transfer Rendezvous - Burn Timing Quantization Analysis |
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## Session Date |
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2026-04-19 |
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## Problem Statement |
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The Hohmann transfer rendezvous simulation was failing with ~1.3 km separation despite correct phasing calculations. Investigation revealed two issues: |
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1. **Burn timing quantization**: Time-triggered burns execute at step boundaries, not exact trigger times |
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2. **cartesian_to_orbital_elements bug**: Coplanar orbit omega calculation was incorrect |
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## Root Cause Analysis |
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### 1. Burn Timing Quantization |
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**How it works:** |
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- `check_maneuver_trigger()` for `TRIGGER_TIME` uses simple comparison: `sim->time >= maneuver->trigger_value` |
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- Burns execute at the **first step where `sim->time >= trigger_value`** |
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- No sub-step interpolation for time triggers |
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**Verified behavior** (from `test_maneuver_timing.cpp`): |
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| Trigger Time | Step Boundary | Actual Execution | Delay | |
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|-------------|---------------|-----------------|-------| |
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| t=305.0 | t=310.0 | t=310.0 | **5.0s** | |
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| t=300.0 | t=300.0 | t=300.0 | **0.0s** | |
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| t=62807.0 | t=62810.0 | t=62810.0 | **3.0s** | |
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**Impact on Hohmann transfer:** |
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- Arrival trigger: t=62804.47 (calculated precisely) |
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- Step boundaries: ..., 62800, 62810, ... |
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- Actual execution: t=62810 (5.53s late) |
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- Position drift: ~5.53s × ~7672 m/s ≈ **42 km** of orbital travel |
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### 2. cartesian_to_orbital_elements Bug |
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**Location:** `src/orbital_mechanics.cpp`, lines 300-320 |
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**Bug:** For coplanar orbits (inclination < 0.01 rad), the function was setting `omega = 0.0` instead of computing the longitude of periapsis. |
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**Fix:** |
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```cpp |
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} else if (e > 1e-10) { |
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// Coplanar or near-circular: use longitude of periapsis |
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omega = atan2(e_vec.y, e_vec.x); |
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if (omega < 0.0) { |
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omega += 2.0 * M_PI; |
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} |
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} else { |
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omega = 0.0; |
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} |
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``` |
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**Impact:** Without this fix, Hohmann separation goes from 8.75m → 3.22 million meters. |
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## DT Reduction Results |
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| TIME_STEP | Separation | Test Result | |
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|-----------|-----------|-------------| |
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| 10.0 s | 1,324 m | ❌ Failed (>100m) | |
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| 1.0 s | 55 m | ✅ Passed | |
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| 0.1 s | 8.75 m | ✅ Passed | |
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**Key insight:** DT reduction dramatically improves accuracy: |
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- 24x improvement from 10s→1s |
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- 6x more from 1s→0.1s |
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## Test Results Summary |
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| Test Category | Before Fix | After Fix | Status | |
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|--------------|-----------|-----------|--------| |
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| rendezvous_hohmann (8 cases) | 87 passed | **107 passed** | ✅ All pass | |
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| maneuver_timing (3 cases) | N/A | **14 passed** | ✅ All pass | |
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| omega (2 cases) | 1 failed | **6 passed** | ✅ All pass | |
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| rendezvous (10 cases) | 3 failed | 3 failed | ⚠️ Pre-existing | |
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| **Total** | 156/160 pass | **157/160 pass** | +1 fixed | |
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## Suggested Fixes for Burn Timing Quantization |
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### Option A: Sub-step Interpolation (Recommended) |
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**Approach:** When a burn trigger is detected between steps, propagate to the exact trigger time before executing. |
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**Changes needed:** |
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1. In `check_maneuver_trigger()` for `TRIGGER_TIME`: |
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- When `sim->time >= trigger_value`, calculate `dt_to_burn = trigger_value - (sim->time - sim->dt)` |
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- Set `maneuver->scheduled_dt = dt_to_burn` |
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- Return `true` |
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2. In `execute_pending_maneuvers()`: |
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- When `dt_to_burn > 0`, propagate the spacecraft to the exact burn time |
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- Execute the burn |
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- Propagate the remaining `sim->dt - dt_to_burn` |
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**Pros:** Exact timing, no analytical drift |
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**Cons:** More complex, requires careful handling of edge cases |
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### Option B: Snap Trigger Times to Step Boundaries |
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**Approach:** In `calculate_next_hohmann_wait_time()`, snap the calculated wait time to the nearest step boundary. |
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**Changes needed:** |
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1. In `calculate_next_hohmann_wait_time()`: |
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- After calculating wait time, snap to step boundary: `wait_time = ceil(wait_time / DT) * DT` |
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- This ensures the trigger aligns with a simulation step |
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**Pros:** Simple, minimal code changes |
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**Cons:** Introduces systematic timing error, may affect phasing accuracy |
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### Option C: Accept Quantization Error |
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**Approach:** Keep current behavior but set realistic thresholds based on DT. |
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**Changes needed:** |
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1. Calculate expected quantization error: `max_error = DT` |
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2. Set rendezvous threshold proportional to DT: `threshold = 100 * DT` (meters) |
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3. Document the limitation |
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**Pros:** Simplest, no code changes |
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**Cons:** Less accurate, threshold depends on DT choice |
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## Strategy for Testing with Larger Time Steps |
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### Goal |
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Understand the accuracy limitations of the simulation at realistic DT values (10s, 30s) to set appropriate rendezvous thresholds. |
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### Test Plan |
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#### Phase 1: Baseline at Current DT (0.1s) |
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- ✅ Already done: 8.75m separation at DT=0.1s |
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#### Phase 2: Systematic DT Sweep |
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Run the same Hohmann transfer test at increasing DT values: |
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| DT | Expected Steps | Expected Separation | |
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|----|---------------|-------------------| |
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| 0.1s | ~628,000 | ~8.75 m | |
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| 0.5s | ~125,600 | ~40 m (estimate) | |
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| 1.0s | ~62,800 | ~55 m | |
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| 2.0s | ~31,400 | ~100-200 m (estimate) | |
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| 5.0s | ~12,560 | ~500 m (estimate) | |
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| 10.0s | ~6,280 | ~1,324 m | |
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| 30.0s | ~2,093 | ~4,000 m (estimate) | |
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**Method:** |
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1. Create a new test file `tests/test_hohmann_dt_sweep.cpp` |
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2. Run the same Hohmann transfer scenario at each DT value |
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3. Record: final separation, radius error, relative velocity |
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4. Plot separation vs DT to determine the relationship |
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#### Phase 3: Quantization Impact Analysis |
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Test the effect of burn timing quantization specifically: |
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| Scenario | Trigger Offset | Expected Delay | |
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|----------|---------------|----------------| |
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| Exact boundary | 0s | 0s | |
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| 5s after boundary | 5s | 5s | |
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| 9s after boundary | 9s | 1s | |
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**Method:** |
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1. For each DT, run the Hohmann transfer multiple times with different trigger offsets |
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2. Measure the variation in final separation |
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3. Determine if quantization error dominates over integration error |
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#### Phase 4: Threshold Recommendation |
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Based on Phase 2 & 3 results, recommend: |
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- Maximum DT for rendezvous operations |
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- Separation threshold as a function of DT |
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- Whether sub-step interpolation is necessary |
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### Implementation Notes |
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- Use `calculate_next_hohmann_wait_time()` with `min_wait_time` to control trigger timing |
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- Keep all other parameters constant (initial conditions, maneuver DVs, etc.) |
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- Use `WithinAbs()` with increasing margins to find the threshold that passes at each DT |
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## Next Session Context |
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### Files Modified |
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- `src/orbital_mechanics.cpp` - Fixed coplanar orbit omega calculation |
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- `src/rendezvous_hohmann.cpp` - Added 3 new functions (validate, relative period, next wait time) |
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- `src/rendezvous_hohmann.h` - Added function declarations |
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- `src/test_utilities.cpp` - Added `dump_simulation_state()` helper |
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- `src/test_utilities.h` - Added function declaration |
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- `tests/test_rendezvous_hohmann.cpp` - Updated integration test with DT=0.1 |
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- `tests/test_rendezvous_hohmann.toml` - Reverted to original values |
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- `tests/test_omega_debug.cpp` - Updated to accept new coplanar omega behavior |
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- `tests/test_maneuver_timing.cpp` - New test file (to be merged into test_maneuver_planning.cpp) |
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### Pre-existing Issues |
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- 3 rendezvous test cases failing (CW guidance related) - not related to this fix |
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### Remaining Work |
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1. Merge `test_maneuver_timing.cpp` into `test_maneuver_planning.cpp` |
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2. Implement burn timing quantization fix (Option A recommended) |
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3. Run DT sweep tests to understand accuracy limits |
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4. Update rendezvous thresholds based on DT analysis |