Collision Analysis of mIot Network with Power Ramping Scheme

TY - GEN

T1 - Collision Analysis of mIot Network with Power Ramping Scheme

AU - Jiang, Nan

AU - Deng, Yansha

AU - Nallanathan, Arumugam

AU - Kang, Xin

AU - Quek, Tony Q.S.

PY - 2018/7/27

Y1 - 2018/7/27

N2 - The Random Access (RA) procedure is used to request channel resources for the uplink data transmission in the cellular-based massive Internet of Things (mIoT). To ease the RA failure and the network congestion, power ramping (PR) technique is used to step up the preamble transmit power after each unsuccessful RA attempt. In this paper, we develop a traffic aware spatio-temporal model to analyze the PR scheme in the mIoT network, where the Signal-to-Interference-and-Noise Ratio (SINR) outage and collision events jointly determine the traffic evolution and the RA success probability. Compared with existing literature only modelled collision from single cell perspective, we model both the SINR outage and the collision from the network perspective. Based on this analytical model, we derive the exact expression for the RA success probability to show the effectiveness of the PR scheme. Our results show that the geometry PR scheme with smooth increased transmission power is effective in heavy traffic scenario in terms of increasing the RA success probability.

AB - The Random Access (RA) procedure is used to request channel resources for the uplink data transmission in the cellular-based massive Internet of Things (mIoT). To ease the RA failure and the network congestion, power ramping (PR) technique is used to step up the preamble transmit power after each unsuccessful RA attempt. In this paper, we develop a traffic aware spatio-temporal model to analyze the PR scheme in the mIoT network, where the Signal-to-Interference-and-Noise Ratio (SINR) outage and collision events jointly determine the traffic evolution and the RA success probability. Compared with existing literature only modelled collision from single cell perspective, we model both the SINR outage and the collision from the network perspective. Based on this analytical model, we derive the exact expression for the RA success probability to show the effectiveness of the PR scheme. Our results show that the geometry PR scheme with smooth increased transmission power is effective in heavy traffic scenario in terms of increasing the RA success probability.

UR - http://www.scopus.com/inward/record.url?scp=85051435627&partnerID=8YFLogxK

U2 - 10.1109/ICC.2018.8422867

DO - 10.1109/ICC.2018.8422867

M3 - Conference contribution

AN - SCOPUS:85051435627

SN - 9781538631805

VL - 2018-May

BT - 2018 IEEE International Conference on Communications, ICC 2018 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2018 IEEE International Conference on Communications, ICC 2018

Y2 - 20 May 2018 through 24 May 2018

ER -