Transcoding in security camera applications
The disclosure is related to adaptive transcoding of video streams from a camera. A camera system includes a camera and a base station connected to each other in a first communication network, which can be a wireless network. When a user requests to view a video from the camera, the base station obtains a video stream from the camera, transcodes the video stream, based on one or more input parameters, to generate a transcoded video stream, and transmits the transcoded video stream to a user device. The base station can transcode the video stream locally, e.g., within the base station, or in a cloud network based on transcoding location factors. Further, the camera system can also determine whether to stream the video to the user directly from the base station or from the cloud network based on streaming location factors.
1. A method comprising:
determining, by one or more processors, a latency associated with a video streaming server based on a streaming location parameter,
wherein the video streaming server is located on a cloud network;
determining, by the one or more processors, to transcode a video stream at a base station responsive to determining that the latency associated with the video streaming server is greater than a threshold network latency;
transcoding, by the one or more processors, the video stream to generate a transcoded video stream using a first set of network parameters and a second set of network parameters,
wherein the first set of network parameters comprises an uplink data rate associated with a first network,
wherein the second set of network parameters comprises a downlink data rate associated with the video streaming server and the streaming location parameter, and
wherein the video streaming server is configured to transmit the transcoded video stream to a user device on a second network in accordance with the streaming location parameter; and
transmitting, by the one or more processors, the transcoded video stream from the base station to the user device.
2. The method of claim 1 , wherein transcoding the video stream comprises:
learning automatically, by the one or more processors, that the downlink data rate has changed; and
adjusting, by the one or more processors, a resolution and/or a bit rate of the video stream to generate the transcoded video stream.
3. The method of claim 1 , wherein transcoding the video stream comprises:
learning automatically, by the one or more processors, that the uplink data rate has decreased from a first value to a second value; and
providing, by the one or more processors, the transcoded video stream, such that a bit rate of the transcoded video stream is decreased from a third value to a fourth value.
4. The method of claim 1 , wherein transcoding the video stream comprises:
receiving, by the one or more processors, the video stream from a video camera as a real-time video stream at the base station; and
transcoding, by the one or more processors, the real-time video stream to generate the transcoded video stream.
5. The method of claim 1 , wherein transmitting the transcoded video stream comprises:
sending, by the one or more processors, the transcoded video stream from the base station to the user device using peer-to-peer (P2P) streaming.
6. The method of claim 5 , wherein sending the transcoded video stream using P2P streaming comprises:
exchanging, by the one or more processors, signaling information between the base station and the user device to provide P2P transmission of the transcoded video stream.
7. The method of claim 1 , wherein transmitting the transcoded video stream comprises:
determining, by the one or more processors, whether to send the transcoded video stream to the user device using P2P streaming or the video streaming server based on the second set of network parameters.
8. The method of claim 7 , further comprising:
responsive to determining that a network latency associated with the second network is greater than the threshold network latency, sending, by the one or more processors, the transcoded video stream to the video streaming server for transmission to the user device.
9. The method of claim 7 , further comprising:
responsive to determining that a network latency associated with the second network is less than the threshold network latency, sending, by the one or more processors, the transcoded video stream to the user device by P2P streaming.
10. The method of claim 7 , further comprising:
responsive to determining that a network load associated with the second network is greater than the threshold network load, sending, by the one or more processors, the transcoded video stream to the user device by P2P streaming.
11. A base station comprising:
a monitoring component configured to:
monitor a first set of network parameters comprising:
an uplink data rate associated with a first network, and
a second set of network parameters comprising a downlink data rate associated with a video streaming server and a streaming location parameter, wherein the video streaming server is configured to transmit a transcoded video stream to a user device on a second network in accordance with the streaming location parameter;
a transcoding component communicably coupled to the monitoring component and configured to:
determine a latency associated with a video streaming server based on the streaming location parameter, wherein the video streaming server is located on a cloud network;
determine to transcode a video stream at the base station responsive to determining that the latency associated with the video streaming server is greater than a threshold network latency;
transcode the video stream to generate the transcoded video stream using the first set of network parameters and the second set of network parameters; and
a transceiver communicably coupled to the transcoding component and configured to:
transmit the transcoded video stream from the base station to the user device.
12. The base station of claim 11 , wherein the transcoding component is configured to:
learn automatically that the downlink data rate has changed; and
adjust a resolution and/or a bit rate of the video stream to generate the transcoded video stream.
13. The base station of claim 11 , wherein the transcoding component is configured to:
learn automatically that the uplink data rate has decreased from a first value to a second value; and
provide the transcoded video stream, such that a bit rate of the transcoded video stream is decreased from a third value to a fourth value.
14. The base station of claim 11 , wherein:
the transceiver is configured to receive the video stream from a video camera as a real-time video stream; and
the transcoding component is configured to transcode the real-time video stream to generate the transcoded video stream.
15. The base station of claim 11 , wherein the transceiver is configured to:
send the transcoded video stream from the base station to the user device using peer-to-peer (P2P) streaming.
16. The base station of claim 15 , wherein the transceiver is configured to:
exchange signaling information between the base station and the user device to provide P2P transmission of the transcoded video stream.
17. The base station of claim 11 , wherein the transcoding component is configured to:
determine whether to send the transcoded video stream to the user device using P2P streaming or the video streaming server based on the second set of network parameters.
18. The base station of claim 17 , wherein the transceiver is configured to:
responsive to determining that a network latency associated with the second network is greater than the threshold network latency, send the transcoded video stream to the video streaming server for transmission to the user device.
19. The base station of claim 17 , wherein the transceiver is configured to:
responsive to determining that a network latency associated with the second network is less than the threshold network latency, send the transcoded video stream to the user device by P2P streaming.
20. A non-transitory, computer-readable storage medium storing computer instructions, which when executed by one or more computer processors cause the one or more computer processors to:
determine a latency associated with a video streaming server based on a streaming location parameter,
wherein the video streaming server is located on a cloud network;
determine to transcode a video stream at a base station responsive to determining that the latency associated with the video streaming server is greater than a threshold;
transcode the video stream to generate a transcoded video stream using a first set of network parameters and a second set of network parameters,
wherein the first set of network parameters comprises an uplink data rate associated with a first network,
wherein the second set of network parameters comprises a downlink data rate associated with the video streaming server and the streaming location parameter, and
wherein the video streaming server is configured to transmit the transcoded video stream to a user device on a second network; and
transmit the transcoded video stream from the base station to the user device.