Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization
An orthogonal frequency division multiplexing (OFDM) transmitter for 802.11ah uplink may consume unnecessarily high power due to the malicious effect of a large peak-to-average power ratio (PAPR). This is particularly a problem for client devices (CDs) under the low-power wide-area (LPWA) technology...
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doaj-0d159159842f4cc39a861350c70351a02021-03-30T15:13:49ZengIEEEIEEE Access2169-35362021-01-019156591566910.1109/ACCESS.2021.30516649324825Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier RegularizationLi Cho0https://orcid.org/0000-0002-5107-825XXianhua Yu1https://orcid.org/0000-0002-7216-4077Chau-Yun Hsu2https://orcid.org/0000-0002-6760-092XPin-Han Ho3https://orcid.org/0000-0002-0717-1481Center of Broadband Technology, Tatung University, Taipei, TaiwanCenter of Broadband Technology, Tatung University, Taipei, TaiwanCenter of Broadband Technology, Tatung University, Taipei, TaiwanDepartment of Electrical and Computer Engineering, University of Waterloo, Waterloo, CanadaAn orthogonal frequency division multiplexing (OFDM) transmitter for 802.11ah uplink may consume unnecessarily high power due to the malicious effect of a large peak-to-average power ratio (PAPR). This is particularly a problem for client devices (CDs) under the low-power wide-area (LPWA) technology in an Internet of thing (IoT) system, where high PAPR signals may drive the power amplifier (PA) to operate with large input back-off (IBO). This article focuses on receiver-side signal compensation (SC) techniques and introduces a novel scheme called iterative subcarrier regularization (ISR), which is based on the generalization of Papoulis-Gerchberg algorithm (GPGA). We claim that the proposed scheme is completely compatible with 802.11ah as it only exploits the prior information available in the standard operations and popular system-build-in functions in the iterative signal reconstruction process. Extensive numerical evaluations demonstrate that the proposed scheme can improve PA efficiency by 4-9 dB for uplink signaling.https://ieeexplore.ieee.org/document/9324825/Orthogonal frequency division multiplexing (OFDM)nonlinear noisePapoulis-Gerchberg algorithmpeak-to-average power ratio (PAPR)802.11ah |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Li Cho Xianhua Yu Chau-Yun Hsu Pin-Han Ho |
spellingShingle |
Li Cho Xianhua Yu Chau-Yun Hsu Pin-Han Ho Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization IEEE Access Orthogonal frequency division multiplexing (OFDM) nonlinear noise Papoulis-Gerchberg algorithm peak-to-average power ratio (PAPR) 802.11ah |
author_facet |
Li Cho Xianhua Yu Chau-Yun Hsu Pin-Han Ho |
author_sort |
Li Cho |
title |
Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization |
title_short |
Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization |
title_full |
Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization |
title_fullStr |
Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization |
title_full_unstemmed |
Mitigation of PA Nonlinearity for IEEE 802.11ah Power-Efficient Uplink via Iterative Subcarrier Regularization |
title_sort |
mitigation of pa nonlinearity for ieee 802.11ah power-efficient uplink via iterative subcarrier regularization |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2021-01-01 |
description |
An orthogonal frequency division multiplexing (OFDM) transmitter for 802.11ah uplink may consume unnecessarily high power due to the malicious effect of a large peak-to-average power ratio (PAPR). This is particularly a problem for client devices (CDs) under the low-power wide-area (LPWA) technology in an Internet of thing (IoT) system, where high PAPR signals may drive the power amplifier (PA) to operate with large input back-off (IBO). This article focuses on receiver-side signal compensation (SC) techniques and introduces a novel scheme called iterative subcarrier regularization (ISR), which is based on the generalization of Papoulis-Gerchberg algorithm (GPGA). We claim that the proposed scheme is completely compatible with 802.11ah as it only exploits the prior information available in the standard operations and popular system-build-in functions in the iterative signal reconstruction process. Extensive numerical evaluations demonstrate that the proposed scheme can improve PA efficiency by 4-9 dB for uplink signaling. |
topic |
Orthogonal frequency division multiplexing (OFDM) nonlinear noise Papoulis-Gerchberg algorithm peak-to-average power ratio (PAPR) 802.11ah |
url |
https://ieeexplore.ieee.org/document/9324825/ |
work_keys_str_mv |
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