Quantitative Analysis and Mitigation of the Impact of Network Latency on Video Conferencing Communication Efficiency
通过两项实验定量分析网络延迟对视频会议任务完成时间的影响，发现单向延迟每增加1秒，每轮通信时间增加约2.6秒，并测试了一种通过低延迟反馈说话者意图的缓解策略，显著降低了高延迟下的任务时间。
Objective To quantitatively analyze the impact of network latency on video conferencing communication efficiency, guide network latency design standards, and evaluate mitigation strategy. Background Network latency substantially affects the quality of video conferencing. Existing research has focused on subjective assessments. Networking designers require quantitative latency guidelines. Method This research involved two studies: one quantifying the effect of network latency on task performance and the other testing a mitigation strategy. Each study involved two experiments: one ( N = 60) using a building block “exploratory task” and the second ( N = 30) using a text communication “validation task.” We followed similar test procedures across the experiments, using a different pool of participants for each of the four. For the second study, we also modified the apparatus by adding a foot pedal and light. Results The completion time for the building block experiment increased with higher latency. Linear regression analysis showed that one-way network latency added approximately 2.6 s per second of delay in each communication round. We observed similar patterns in the text-based experiment. The mitigation strategy involving low-latency communication feedback on the speaker’s intent substantially reduced mean task completion time under high-latency conditions. Conclusion This research provides equations that describe the relationship between one-way network latency and communication efficiency. Implementing low-latency communication feedback on the speaker’s intent can mitigate the impact of latency. Application Network designers can refer to the conclusions of this research to specify network latency requirements. Video conferencing manufacturers can adopt the mitigation strategy to reduce the negative impacts of high network latency.