Systems, apparatuses, and methods for automated robotic tuning
Systems, devices, and associated methods are provided for testing and tuning radiofrequency (RF) modules. An example system includes a test station including an imaging device, a measurement device, and a robotic arm. The system may include a rotary stage coupled with the robotic arm, measurement probes disposed in the rotary stage and operably coupled with the measurement device, and tuning tips disposed in the rotary stage. The system may include a galvo scanner and laser to remove conductive material. In operation, the test station may perform a testing procedure on an RF module where the measurement probes generate testing data indicative of testing parameters. The test station may perform a tuning procedure on the RF module where a tuning tip or the laser modifies the RF module based on the testing parameters. The testing and tuning may be performed by a user, semi-autonomously, or autonomously.
1. A system for tuning a radiofrequency (RF) module, the system comprising:
a test station comprising:
an imaging device;
a measurement device;
a robotic arm;
a galvo scanner;
a laser;
a rotary stage coupled with the robotic arm;
one or more measurement probes supported by the rotary stage and operably coupled with the measurement device; and
one or more tuning tips supported by the rotary stage;
wherein, in operation, the test station is configured to:
perform a testing procedure on an RF module received by the test station according to a testing algorithm in which the one or more measurement probes generate testing data indicative of one or more testing parameters of the RF module; and
perform a tuning procedure on the RF module according to a tuning algorithm in which:
a tuning tip of the one or more tuning tips is selected on the rotary stage; and
the RF module is modified by the selected tuning tip.
2. The system according to claim 1 , wherein the testing algorithm determines one or more locations of the RF module at which to perfume the testing procedure.
3. The system according to claim 2 , wherein the test station, in performing the testing procedure, is further configured to utilize the robotic arm to position the one or more measurement probes at the one or more locations on the RF module determined by the testing algorithm.
4. The system according to claim 1 , wherein, in performing the tuning procedure, the tuning algorithm determines the tuning tip.
5. The system according to claim 1 , wherein the test station, in performing the tuning procedure, is further configured to:
compare the testing data with one or more parameter thresholds; and
modify the RF module according to the tuning algorithm in an instance in which the testing data fails to satisfy the one or more parameter thresholds.
6. The system according to claim 5 , wherein the test station is further configured to:
generate modified testing data indicative of one or more testing parameters of the modified RF module; and
further modify the modified RF module according to the tuning algorithm in an instance in which the modified testing data fails to satisfy the one or more parameter thresholds.
7. The system according to claim 1 , wherein the test station is further configured to modify the testing algorithm or the tuning algorithm based on a simulation.
8. The system according to claim 1 , wherein the test station is further configured to modify the testing algorithm or the tuning algorithm based on a machine learning model.
9. The system according to claim 1 , wherein the tuning procedure comprises an additive tuning procedure in which epoxy is deposited on the RF module.
10. The system according to claim 1 , wherein the tuning procedure comprises a subtractive tuning procedure in which laser ablation removes at least a portion of the RF module.
11. A method for testing and tuning a radiofrequency (RF) module, the method comprising:
providing an RF module to a test station comprising:
an imaging device;
a measurement device;
a robotic arm;
a galvo scanner;
a laser;
a rotary stage coupled with the robotic arm;
one or more measurement probes disposed in the rotary stage and operably coupled with the measurement device; and
one or more tuning tips disposed in the rotary stage;
performing, by the test station, a testing procedure on an RF module received by the test station according to a testing algorithm in which the one or more measurement probes generate testing data indicative of one or more testing parameters of the RF module; and
performing, by the test station, a tuning procedure on the RF module according to a tuning algorithm in which:
a tuning tip of the one or more tuning tips is selected on the rotary stage; and
the RF module is modified by the selected tuning tip.
12. The method according to claim 11 , wherein the testing algorithm determines one or more locations of the RF module at which to perfume the testing procedure.
13. The method according to claim 12 , wherein performing the testing procedure further comprises utilizing the robotic arm to position the one or more measurement probes at the one or more locations on the RF module determined by the testing algorithm.
14. The method according to claim 11 , wherein, in performing the tuning procedure, the tuning algorithm determines the tuning tip.
15. The method according to claim 11 , wherein performing the tuning procedure further comprises:
comparing the testing data with one or more parameter thresholds; and
modifying the RF module according to the tuning algorithm in an instance in which the testing data fails to satisfy the one or more parameter thresholds.
16. The method according to claim 15 , further comprising:
generating modified testing data indicative of one or more testing parameters of the modified RF module; and
further modifying the modified RF module according to the tuning algorithm in an instance in which the modified testing data fails to satisfy the one or more parameter thresholds.
17. The method according to claim 11 , further comprising modifying the testing algorithm or the tuning algorithm based on a simulation.
18. The method according to claim 11 , further comprising modifying the testing algorithm or the tuning algorithm based on a machine learning model.
19. The method according to claim 11 , wherein the tuning procedure comprises an additive tuning procedure comprising depositing metal or epoxy on the RF module.
20. The method according to claim 11 , wherein the tuning procedure comprises a subtractive tuning procedure comprising removing via laser ablation at least a portion of the RF module.