Implement timestamp translation/filter in VideoCapturer.
Use in AndroidVideoCapturer. BUG=webrtc:5740 Review-Url: https://codereview.webrtc.org/2017443003 Cr-Commit-Position: refs/heads/master@{#13254}
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webrtc/base/timestampaligner.cc
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webrtc/base/timestampaligner.cc
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/*
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* Copyright (c) 2016 The WebRTC project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include "webrtc/base/logging.h"
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#include "webrtc/base/timestampaligner.h"
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namespace rtc {
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TimestampAligner::TimestampAligner() : frames_seen_(0), offset_us_(0) {}
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TimestampAligner::~TimestampAligner() {}
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int64_t TimestampAligner::UpdateOffset(int64_t camera_time_us,
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int64_t system_time_us) {
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// Estimate the offset between system monotonic time and the capture
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// time from the camera. The camera is assumed to provide more
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// accurate timestamps than we get from the system time. But the
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// camera may use its own free-running clock with a large offset and
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// a small drift compared to the system clock. So the model is
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// basically
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//
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// y_k = c_0 + c_1 * x_k + v_k
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//
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// where x_k is the camera timestamp, believed to be accurate in its
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// own scale. y_k is our reading of the system clock. v_k is the
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// measurement noise, i.e., the delay from frame capture until the
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// system clock was read.
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//
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// It's possible to do (weighted) least-squares estimation of both
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// c_0 and c_1. Then we get the constants as c_1 = Cov(x,y) /
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// Var(x), and c_0 = mean(y) - c_1 * mean(x). Substituting this c_0,
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// we can rearrange the model as
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//
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// y_k = mean(y) + (x_k - mean(x)) + (c_1 - 1) * (x_k - mean(x)) + v_k
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//
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// Now if we use a weighted average which gradually forgets old
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// values, x_k - mean(x) is bounded, of the same order as the time
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// constant (and close to constant for a steady frame rate). In
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// addition, the frequency error |c_1 - 1| should be small. Cameras
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// with a frequency error up to 3000 ppm (3 ms drift per second)
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// have been observed, but frequency errors below 100 ppm could be
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// expected of any cheap crystal.
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//
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// Bottom line is that we ignore the c_1 term, and use only the estimator
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//
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// x_k + mean(y-x)
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//
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// where mean is plain averaging for initial samples, followed by
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// exponential averaging.
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// The input for averaging, y_k - x_k in the above notation.
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int64_t diff_us = system_time_us - camera_time_us;
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// The deviation from the current average.
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int64_t error_us = diff_us - offset_us_;
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// If the current difference is far from the currently estimated
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// offset, the filter is reset. This could happen, e.g., if the
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// camera clock is reset, or cameras are plugged in and out, or if
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// the application process is temporarily suspended. The limit of
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// 300 ms should make this unlikely in normal operation, and at the
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// same time, converging gradually rather than resetting the filter
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// should be tolerable for jumps in camera time below this
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// threshold.
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static const int64_t kResetLimitUs = 300000;
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if (std::abs(error_us) > kResetLimitUs) {
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LOG(LS_INFO) << "Resetting timestamp translation after averaging "
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<< frames_seen_ << " frames. Old offset: " << offset_us_
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<< ", new offset: " << diff_us;
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frames_seen_ = 0;
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prev_translated_time_us_ = rtc::Optional<int64_t>();
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}
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static const int kWindowSize = 100;
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if (frames_seen_ < kWindowSize) {
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++frames_seen_;
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}
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offset_us_ += error_us / frames_seen_;
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return offset_us_;
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}
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int64_t TimestampAligner::ClipTimestamp(int64_t time_us,
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int64_t system_time_us) {
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// Make timestamps monotonic.
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if (!prev_translated_time_us_) {
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// Initialize.
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clip_bias_us_ = 0;
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} else if (time_us < *prev_translated_time_us_) {
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time_us = *prev_translated_time_us_;
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}
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// Clip to make sure we don't produce time stamps in the future.
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time_us -= clip_bias_us_;
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if (time_us > system_time_us) {
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clip_bias_us_ += time_us - system_time_us;
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time_us = system_time_us;
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}
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prev_translated_time_us_ = rtc::Optional<int64_t>(time_us);
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return time_us;
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}
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} // namespace rtc
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