diff --git a/call/BUILD.gn b/call/BUILD.gn
index fd4b1119fd..f4c3295ff5 100644
--- a/call/BUILD.gn
+++ b/call/BUILD.gn
@@ -670,6 +670,7 @@ if (rtc_include_tests) {
       "../api:simulated_network_api",
       "../api/units:data_rate",
       "../api/units:time_delta",
+      "../api/units:timestamp",
       "../modules/rtp_rtcp:rtp_rtcp_format",
       "../rtc_base:checks",
       "../system_wrappers",
diff --git a/call/fake_network_pipe.h b/call/fake_network_pipe.h
index 198615cb79..2649a00904 100644
--- a/call/fake_network_pipe.h
+++ b/call/fake_network_pipe.h
@@ -70,6 +70,9 @@ class NetworkPacket {
   bool is_rtcp() const { return is_rtcp_; }
   MediaType media_type() const { return media_type_; }
   absl::optional<int64_t> packet_time_us() const { return packet_time_us_; }
+  RtpPacketReceived* packet_received() {
+    return packet_received_ ? &packet_received_.value() : nullptr;
+  }
   absl::optional<RtpPacketReceived> packet_received() const {
     return packet_received_;
   }
diff --git a/call/fake_network_pipe_unittest.cc b/call/fake_network_pipe_unittest.cc
index 9c4e6d926f..d3f7734893 100644
--- a/call/fake_network_pipe_unittest.cc
+++ b/call/fake_network_pipe_unittest.cc
@@ -13,6 +13,8 @@
 #include <memory>
 #include <utility>
 
+#include "api/units/time_delta.h"
+#include "api/units/timestamp.h"
 #include "call/simulated_network.h"
 #include "modules/rtp_rtcp/include/rtp_header_extension_map.h"
 #include "modules/rtp_rtcp/source/rtp_header_extensions.h"
@@ -441,6 +443,30 @@ TEST_F(FakeNetworkPipeTest, SetReceiver) {
   pipe->Process();
 }
 
+TEST_F(FakeNetworkPipeTest, DeliverRtpPacketSetsCorrectArrivalTime) {
+  BuiltInNetworkBehaviorConfig config;
+  config.queue_delay_ms = 100;
+  MockReceiver receiver;
+  auto simulated_network = std::make_unique<SimulatedNetwork>(config);
+  std::unique_ptr<FakeNetworkPipe> pipe(new FakeNetworkPipe(
+      &fake_clock_, std::move(simulated_network), &receiver));
+
+  Timestamp send_time = fake_clock_.CurrentTime();
+  RtpPacketReceived packet(nullptr, send_time);
+  packet.SetExtension<TransportSequenceNumber>(123);
+  pipe->DeliverRtpPacket(MediaType::VIDEO, std::move(packet),
+                         [](const RtpPacketReceived&) { return false; });
+
+  // Advance the network delay to get the first packet.
+  fake_clock_.AdvanceTimeMilliseconds(config.queue_delay_ms);
+  EXPECT_CALL(receiver, DeliverRtpPacket(MediaType::VIDEO, _, _))
+      .WillOnce(WithArg<1>([&](RtpPacketReceived packet) {
+        EXPECT_EQ(packet.arrival_time(),
+                  send_time + TimeDelta::Millis(config.queue_delay_ms));
+      }));
+  pipe->Process();
+}
+
 TEST_F(FakeNetworkPipeTest, DeliverRtpPacketPropagatesExtensions) {
   BuiltInNetworkBehaviorConfig config;
   config.queue_delay_ms = 100;