To Sense or Not To Sense: A Delay Perspective

• Published in: IEEE transactions on communications Vol. 73; no. 6; pp. 3863 - 3879
• Main Authors: Zhao, Xinran, Dai, Lin
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.06.2025; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: 5G mobile communication; Aloha; CSMA; Data transmission; Delay; Delays; machine-to-machine (M2M) communications; Machine-to-machine communications; Multiaccess communication; Network latency; Optimization; Packets (communication); Queueing; Queueing analysis; queueing delay; Random access; Receivers; Sensors; Throughput; Upper bounds; Wireless fidelity
• ISSN: 0090-6778; 1558-0857
• DOI: 10.1109/TCOMM.2024.3496742

With the ever-growing demand for low-latency services in machine-to-machine (M2M) communications, the delay performance of random access networks has become a primary concern, which critically depends on the sensing capability of nodes. To understand the effect of sensing on the optimal delay performance, the challenge lies in unifying the delay analysis of sensing-free Aloha and sensing-based Carrier Sense Multiple Access (CSMA) with various design features such as backoff and connection-free or connection-based. In this paper, based on a unified analytical framework, the mean queueing delay of data packets with Aloha and CSMA is characterized and optimized, with which the upper-bound of sensing time for CSMA to outperform Aloha in terms of the minimum mean queueing delay is further obtained. The analysis is also applied to the Random Access-Based Small Data Transmission (RA-SDT) schemes in 5G networks to investigate when and how significant their delay performance can be improved by sensing, which sheds important insights into practical access protocol design.