The Age of Information of Short-Packet Communications: Joint or Distributed Encoding?

TL;DR

This paper compares joint and distributed encoding schemes in sensor networks, analyzing their impact on the age of information (AoI) and providing closed-form expressions for their performance.

Contribution

It introduces a comprehensive analysis of AoI for joint and distributed encoding schemes, deriving closed-form formulas and comparing their effectiveness.

Findings

Distributed encoding performs better with many sensors.

Closed-form AoI expressions are derived for both schemes.

Distributed encoding is more suitable for large sensor networks.

Abstract

In this paper, we analyze the impact of different encoding schemes on the age of information (AoI) performance in a point-to-point system, where a source generates packets based on the status updates collected from multiple sensors and transmits the packets to a destination. In this system, we consider two encoding schemes, namely, the joint encoding scheme and the distributed encoding scheme. In the joint encoding scheme, the status updates from all the sensors are jointly encoded into a packet for transmission. In the distributed encoding scheme, the status update from each sensor is encoded individually and the sensors' packets are transmitted following the round robin policy. To ensure the freshness of packets, the zero-wait policy is adopted in both schemes, where a new packet is immediately generated once the source finishes the transmission of the current packet. We derive closed-form expressions for the average AoI achieved by these two encoding schemes and compare their performances. Simulation results show that the distributed encoding scheme is more appropriate for systems with a relatively large number of sensors, compared with the joint encoding scheme.