Automatic localization of audio devices
A method may involve: receiving direction of arrival (DOA) data corresponding to sound emitted by at least a first smart audio device of the audio environment that includes a first audio transmitter and a first audio receiver, the DOA data corresponding to sound received by at least a second smart audio device of the audio environment that includes a second audio transmitter and a second audio receiver, the DOA data corresponding to sound emitted by at least the second smart audio device and received by at least the first smart audio device; receiving one or more configuration parameters corresponding to the audio environment, to one or more audio devices, or both; and minimizing a cost function based at least in part on the DOA data and the configuration parameter(s), to estimate a position and an orientation of at least the first smart audio device and the second smart audio device.
1. A method for localizing audio devices in an audio environment, the method comprising:
obtaining, by a control system, direction of arrival (DOA) data corresponding to sound emitted by at least a first smart audio device of the audio environment, the first smart audio device including a first audio transmitter and a first audio receiver, the DOA data corresponding to sound received by at least a second smart audio device of the audio environment, the second smart audio device including a second audio transmitter and a second audio receiver, the DOA data also corresponding to sound emitted by at least the second smart audio device and received by at least the first smart audio device;
receiving, by the control system, configuration parameters, the configuration parameters corresponding to the audio environment, corresponding to one or more audio devices of the audio environment, or corresponding to both the audio environment and the one or more audio devices of the audio environment; and
minimizing, by the control system, a cost function based at least in part on the DOA data and the configuration parameters, to estimate a position and an orientation of at least the first smart audio device and the second smart audio device.
2. The method of claim 1 , wherein the DOA data also corresponds to sound received by one or more passive audio receivers of the audio environment, each of the one or more passive audio receivers including a microphone array but lacking an audio emitter, and wherein minimizing the cost function also provides an estimated location and orientation of each of the one or more passive audio receivers.
3. The method of claim 1 , wherein the DOA data also corresponds to sound emitted by one or more audio emitters of the audio environment, each of the one or more audio emitters including at least one sound-emitting transducer but lacking a microphone array, and wherein minimizing the cost function also provides an estimated location of each of the one or more audio emitters.
4. The method of claim 1 , wherein the DOA data also corresponds to sound emitted by third through N th smart audio devices of the audio environment, N corresponding to a total number of smart audio devices of the audio environment, wherein the DOA data also corresponds to sound received by each of the first through N th smart audio devices from all other smart audio devices of the audio environment and wherein minimizing the cost function involves estimating a position and an orientation of the third through N th smart audio devices.
5. The method of claim 1 , wherein the configuration parameters include at least one of a number of audio devices in the audio environment, one or more dimensions of the audio environment, one or more constraints on audio device location or orientation, or disambiguation data for at least one of rotation, translation or scaling.
6. The method of claim 1 , further comprising receiving, by the control system, a seed layout for the cost function, the seed layout specifying a correct number of audio transmitters and receivers in the audio environment and an arbitrary location and orientation for each of the audio transmitters and receivers in the audio environment.
7. The method of claim 1 , further comprising receiving, by the control system, a weight factor associated with one or more elements of the DOA data, the weight factor indicating at least one of the availability or reliability of the one or more elements.
8. The method of claim 1 , further comprising obtaining, by the control system, one or more elements of the DOA data using at least one of a beamforming method, a steered powered response method, a time difference of arrival method or a structured signal method.
9. The method of claim 1 , further comprising receiving, by the control system, time of arrival (TOA) data corresponding to sound emitted by at least one audio device of the audio environment and received by at least one other audio device of the audio environment and wherein the cost function is based at least in part on the TOA data.
10. The method of claim 9 , further comprising estimating at least one playback latency, estimating at least one recording latency, or estimating at least one playback latency and at least one recording latency.
11. The method of claim 10 , wherein the cost function operates with at least one of a rescaled position, a rescaled latency or a rescaled time of arrival.
12. The method of claim 9 , wherein the cost function includes a first term depending on the DOA data only and second term depending on the TOA data only.
13. The method of claim 12 , wherein the first term includes a first weight factor and wherein the second term includes a second weight factor.
14. The method of claim 12 , wherein one or more TOA elements of the second term has a TOA element weight factor indicating the availability or reliability of each of the one or more TOA elements.
15. The method of claim 1 , wherein the configuration parameters include at least one of: playback latency data; recording latency data; data for disambiguating latency symmetry; disambiguation data for rotation; disambiguation data for translation; or
disambiguation data for scaling.
16. An apparatus comprising:
a control system configured to:
obtain direction of arrival (DOA) data corresponding to sound emitted by at least a first smart audio device of the audio environment, the first smart audio device including a first audio transmitter and a first audio receiver, the DOA data corresponding to sound received by at least a second smart device of the audio environment, the second smart audio device including a second audio transmitter and a second audio receiver, the DOA data also corresponding to sound emitted by at least the second smart audio device and received by at least the first smart audio device,
receive configuration parameters, the configuration parameters corresponding to the audio environment, corresponding to one or more audio devices of the audio environment, or corresponding to both the audio environment and the one or more audio devices of the audio environment, and
minimize a cost function based at least in part on the DOA data and the configuration parameters, to estimate a position and an orientation of at least the first smart audio device and the second smart audio device.
17. A non-transitory computer readable medium containing instructions that when executed by a processor perform the method of claim 1 .