Data Association- Nearest Neighbor
Nearest Neighbor Effectiveness
Which of the following characteristics of the input data would help nearest neighbor data association become more effective?
Higher density of landmarks or measurements
High signal-to-noise ratio for sensors
A very accurate motion model
Widely varying uncertainty between dimensions of the sensor measurement (for example large uncertainty in x, small uncertainty in y)