TY - JOUR
T1 - Performance Analysis and Optimization for SWIPT Wireless Sensor Networks
AU - Pan, Gaofeng
AU - Lei, Hongjiang
AU - Yuan, Yi
AU - Ding, Zhiguo
N1 - Funding Information:
Manuscript received October 31, 2016; revised January 31, 2017 and February 25, 2017; accepted February 25, 2017. Date of publication March 1, 2017; date of current version May 13, 2017. This research was supported in part by the National Science Foundation under Grants 61401372 and 61531016, the Scientific and Technological Research Program of Chongqing Municipal Education Commission under Grant KJ1600413, the Fundamental Research Funds for the Central Universities under Grant XDJK2015B023 and XDJK2016A011. The work of Z. Ding was supported by the Royal Society International Exchange Scheme and the UK EPSRC under grant number EP/N005597/1. The associate editor coordinating the review of this manuscript and approving it for publication was D. Niyato. (Corresponding author: Gaofeng Pan.) G. Pan is with the Chongqing Key Laboratory of Nonlinear Circuits and Intelligent Information Processing, Southwest University, Chongqing 400715, China. He is also with the School of Computing and Communications, Lancaster University, Lancaster, LA1 4WA, U.K. (e-mail: [email protected]).
Publisher Copyright:
© 2017 IEEE.
PY - 2017/5
Y1 - 2017/5
N2 - This paper investigates and optimizes the performance of simultaneous wireless information and power transfer (SWIPT) in wireless sensor networks over Nakagami-m fading channels. In the considered system, there is one mobile reader (R), which is equipped with one transmit antenna and one receive antenna, and a group of passive sensors. The information delivery includes two stages: 1) R broadcasts a command with radio-frequency energy to the sensors, which adopt time splitting (TS)/power splitting (PS) schemes to harvest energy and 2) sensors deliver their information to R over orthogonal channels by using the harvested energy. In this paper, we propose a unified framework to study and optimize the impact of SWIPT on the system performance with both TS and PS schemes. First, we characterize the probability density function and cumulative distribution function of the signal-to-interference-plus-noise-ratio in high signal-to-noise ratio region, then we study the outage and ergodic capacity performance of the backward links. The approximated closed-form expressions for the outage probability and ergodic capacity are derived and validated through Monte Carlo simulations. Finally, we also evaluate the energy efficiency of the target system, and propose an optimal splitting scheme for TS and PS to maximize the throughput of the target system.
AB - This paper investigates and optimizes the performance of simultaneous wireless information and power transfer (SWIPT) in wireless sensor networks over Nakagami-m fading channels. In the considered system, there is one mobile reader (R), which is equipped with one transmit antenna and one receive antenna, and a group of passive sensors. The information delivery includes two stages: 1) R broadcasts a command with radio-frequency energy to the sensors, which adopt time splitting (TS)/power splitting (PS) schemes to harvest energy and 2) sensors deliver their information to R over orthogonal channels by using the harvested energy. In this paper, we propose a unified framework to study and optimize the impact of SWIPT on the system performance with both TS and PS schemes. First, we characterize the probability density function and cumulative distribution function of the signal-to-interference-plus-noise-ratio in high signal-to-noise ratio region, then we study the outage and ergodic capacity performance of the backward links. The approximated closed-form expressions for the outage probability and ergodic capacity are derived and validated through Monte Carlo simulations. Finally, we also evaluate the energy efficiency of the target system, and propose an optimal splitting scheme for TS and PS to maximize the throughput of the target system.
KW - Energy efficiency
KW - ergodic capacity
KW - Nakagami-m fading channels
KW - outage probability
KW - simultaneous wireless information and power transfer
KW - throughput
KW - wireless sensor networks
UR - http://www.scopus.com/inward/record.url?scp=85021696391&partnerID=8YFLogxK
U2 - 10.1109/TCOMM.2017.2676815
DO - 10.1109/TCOMM.2017.2676815
M3 - Article
AN - SCOPUS:85021696391
SN - 0090-6778
VL - 65
SP - 2291
EP - 2302
JO - IEEE Transactions on Communications
JF - IEEE Transactions on Communications
IS - 5
M1 - 7867832
ER -