Optimizing Information Freshness in a Multiple Access Channel With Heterogeneous Devices

Chen, Zheng,1990-Linköpings universitet,Kommunikationssystem,Tekniska fakulteten (författare)

Funding agencies: This work was supported in part by ELLIIT, in part by CENIIT, and in part by the Swedish Foundation for Strategic Research (SSF)
In this work, we study age-optimal scheduling with stability constraints in a multiple access channel with two heterogeneous source nodes transmitting to a common destination. The first node is connected to a power grid and it has randomly arriving data packets. Another energy harvesting (EH) sensor monitors a stochastic process and sends status updates to the destination. We formulate an optimization problem that aims at minimizing the average age of information (AoI) of the EH node subject to the queue stability condition of the grid-connected node. First, we consider a Probabilistic Random Access (PRA) policy where both nodes make independent transmission decisions based on some fixed probability distributions. We show that with this policy, the average AoI is equal to the average peak AoI, if the EH node only sends freshly generated samples. In addition, we derive the optimal solution in closed form, which reveals some interesting properties of the considered system. Furthermore, we consider a Drift-Plus-Penalty (DPP) policy and develop AoI-optimal and peak-AoI-optimal scheduling algorithms using the Lyapunov optimization theory. Simulation results show that the DPP policy outperforms the PRA policy in various scenarios, especially when the destination node has low multi-packet reception capabilities.

Pappas, Nikolaos,1982-Linköpings universitet,Kommunikations- och transportsystem,Tekniska fakulteten(Swepub:liu)nikpa02 (författare)
Björnson, Emil,Professor,1983-Linköpings universitet,Kommunikationssystem,Tekniska fakulteten(Swepub:liu)emibj29 (författare)
Larsson, Erik G.,1974-Linköpings universitet,Kommunikationssystem,Tekniska fakulteten(Swepub:liu)erila39 (författare)
Linköpings universitetKommunikationssystem (creator_code:org_t)

Ingår i:IEEE Open Journal of the Communications Society: IEEE2, s. 456-4702644-125X

Av författaren/redakt...: Chen, Zheng, 199 ...; Pappas, Nikolaos ...; Björnson, Emil, ...; Larsson, Erik G. ...

Om ämnet

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.