학술논문

Stochastic Geometry Framework for Ultrareliable Cooperative Communications With Random Blockages
Document Type
Periodical
Source
IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 9(7):5150-5161 Apr, 2022
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Reliability
Wireless communication
Geometry
Stochastic processes
Ultra reliable low latency communication
Signal to noise ratio
Relays
Fifth generation (5G)
Industrial Internet of Things (IIoT)
stochastic geometry
ultrareliable low-latency communications (URLLC)
Language
ISSN
2327-4662
2372-2541
Abstract
We study an industry automation scenario where a central controller broadcasts critical messages to the wireless devices (e.g., sensors/actuators). We devise a stochastic geometry framework where the rate coverage probability of devices is modeled by taking into account the density of roaming blockages over the factory floor. To alleviate the loss in the coverage, we adopt a two-phase transmission policy, where in the broadcast phase , the central controller broadcasts the messages intended for the devices in the network area. The devices in coverage in the broadcast phase act as decode-and-forward relays in the relay phase , so as to reinforce the signal strength at the devices in outage. The total downlink transmission time is, therefore, partitioned into two phases by a tunable factor. Finally, we study the optimal value of the partitioning factor with varying device densities, blockage densities, and file sizes, and we highlight that a longer transmission time should be allotted to the broadcast phase in the case of larger file sizes or lower transmit power of the controller.