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AoI-Optimal Joint Sampling and Updating for Wireless Powered Communication Systems

Abd-Elmagid, Mohamed A. (författare)
Virginia Tech, VA 24061 USA
Dhillon, Harpreet S. (författare)
Virginia Tech, VA 24061 USA
Pappas, Nikolaos (författare)
Linköpings universitet,Kommunikations- och transportsystem,Tekniska fakulteten
 (creator_code:org_t)
IEEE, 2020
2020
Engelska.
Ingår i: IEEE Transactions on Vehicular Technology. - : IEEE. - 0018-9545 .- 1939-9359. ; 69:11, s. 14110-14115
  • Tidskriftsartikel (refereegranskat)
Abstract Ämnesord
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  • This paper characterizes the structure of the Age of Information (AoI)-optimal policy in wireless powered communication systems while accounting for the time and energy costs of generating status updates at the source nodes. In particular, for a single source-destination pair in which a radio frequency (RF)-powered source sends status updates about some physical process to a destination node, we minimize the long-term average AoI at the destination node. The problem is modeled as an average cost Markov Decision Process (MDP) in which, the generation times of status updates at the source, the transmissions of status updates from the source to the destination, and the wireless energy transfer (WET) are jointly optimized. After proving the monotonicity property of the value function associated with the MDP, we analytically demonstrate that the AoI-optimal policy has a threshold-based structure w.r.t. the state variables. Our numerical results verify the analytical findings and reveal the impact of state variables on the structure of the AoI-optimal policy. Our results also demonstrate the impact of system design parameters on the optimal achievable average AoI as well as the superiority of our proposed joint sampling and updating policy w.r.t. the generate-at-will policy.

Ämnesord

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Telekommunikation (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Telecommunications (hsv//eng)

Nyckelord

Batteries; Energy harvesting; Wireless communication; Radio frequency; Energy exchange; Internet of Things; Age of Information; Internet of Things; Markov decision process; wireless energy transfer

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