Method for aircraft localization and control

1. A method for controlling an aircraft according to a mission plan which defines a landing site, the method comprising:

automatically controlling the aircraft to execute a go-around maneuver based on a failure to satisfy a confidence threshold;

automatically determining satisfaction of a proximity threshold and, in response:

identifying a set of visual references based on features extracted from measurements collected with a first set of time-of-flight sensors onboard the aircraft, the first set of time-of-flight sensors comprising a LIDAR sensor; and

determining a confidence score value associated with the identification of the set of visual references; and

verifying observability of the landing site with the measurements by a binary determination that the confidence score value satisfies the confidence threshold; and

responsive to the binary determination that the confidence score value satisfies the confidence threshold, automatically controlling the aircraft within an approach corridor of the landing site based on the set of visual references, comprising:

estimating an aircraft state based on a position of at least one of the visual references of the set, wherein the aircraft state is estimated with simultaneous localization and mapping (SLAM) using the extracted features; and

generating navigational instructions based on the aircraft state, wherein automatically controlling the aircraft to execute the go-around maneuver occurs prior to verifying observability of the landing site.

2. The method of claim 1 , wherein the method further comprises, prior to automatically determining satisfaction of the proximity threshold:

estimating an instrument-derived aircraft state based on a second set of aircraft sensors, wherein the first set of time-of-flight sensors and the second set of aircraft sensors are disjoint; and

based on the instrument-derived aircraft state, generating instrument-derived navigational instructions according to the mission plan.

3. The method of claim 2 , further comprising:

extracting a first and a second set of features from measurements of a first and second time-of-flight sensor of the first set of time-of-flight sensors, respectively;

identifying a first subset of visual references using only the first set of features;

identifying a second subset of visual references using only the second set of features; and

determining the confidence score value based on the identification of both the first and second subsets of visual references.

4. The method of claim 1 , wherein the set of visual references are stored at a local memory onboard the aircraft in association with the landing site prior to a departure of the aircraft according to the mission plan.

5. The method of claim 1 , wherein the set of visual references comprises a series of alphanumeric characters, a threshold marking, a touchdown zone marking, designation marking, or a side stripe.

6. The method of claim 1 , wherein the set of visual references comprises a map of luminaires.

7. The method of claim 1 , wherein the aircraft state comprises an aircraft alignment relative to a longitudinal runway feature, wherein the navigational instructions comprise a lateral adjustment based on the aircraft alignment.

8. The method of claim 1 , further comprising, subsequently:

extracting a second set of features using measurements from a second set of sensors;

identifying a second set of visual references based on the second set of features;

estimating an updated aircraft state based on the second set of visual references;

based on the updated aircraft state, determining a go-around event; and

automatically generating a second set of navigational instructions for a go-around maneuver based on the determination of the go-around event.

9. The method of claim 1 , wherein automatically controlling the aircraft further comprises: automatically providing the navigational instructions to a flight control system of the aircraft in response to receiving a pilot validation of the navigational instructions.

10. The method of claim 1 , wherein automatically controlling the aircraft within an approach corridor of the landing site based on the set of visual references comprises controlling the aircraft under Visual Flight Rules (VFR) below a Minimum Descent Altitude (MDA) of the landing site based on the identified set of visual references.

11. The method of claim 1 , wherein the confidence score value is determined as a likelihood, a probability, or a heuristic.

12. The method of claim 1 , wherein the confidence score value is determined without GPS localization.