Table 3. Factors and levels for experimental configurations.
Factor | Level | Comment |
Target | f | filtering distribution |
s | smoothing distribution | |
v | MAP-sequence | |
Model | QDA | (no system model) |
HMM | HMM transition matrix | |
C | CSSM model | |
Mode | M | Marginal filter |
P | Particle filter | |
Observations | Oko | IMU data using principal components |
Oks | IMU data, scrambled | |
OL | Locations (categorical) | |
Distance | True goal distance, complete state space | |
True goal distance, restricted state space | ||
Heuristic goal distance, using script | ||
Weight | L | |
Duration | continuous parametric duration models | |
discrete duration models based on empirical distribution function |