TY - JOUR
T1 - A Novel Error Correction Mechanism for Energy-Efficient Cyber-Physical Systems in Smart Building
AU - Zhan, Ming
AU - Wu, Jun
AU - Wen, Hong
AU - Zhang, Peng
N1 - Funding Information:
This work was supported in part by the National Natural Science Foundation of China under Grant 61671390, Grant 61431008, and Grant 61572114, in part by the National Major Research and Development Program under Grant 2018YFB0904905, and in part by the Natural Science Foundation of Guangdong Province under Grant 2017A030313431.
Publisher Copyright:
© 2013 IEEE.
PY - 2018/7/10
Y1 - 2018/7/10
N2 - Smart building is an effective solution to address the issue of energy consumption in today's cyber-physical systems (CPSs) connected world. As an important tool to collect information from a fleet of electric appliance that installed in the building scope, a wireless sensor network is widely employed for this purpose. In this paper, we propose to incorporate forward error correction into the media access control layer of IEEE 802.15.4 standard for packets transmission, as the originally used automatic repeat request mechanism is a timing and energy consumed process that should be avoided in a noisy wireless channel of a smart building environment. Based on the developed CPS simulation platform, the bits error rate and packets error rate of convolutional codes (CCs), Reed-Solomon (RS) codes, and their concatenated codes are intensively investigated, on condition of been applied to different packet length and code rates. We show that the CCs are superior to other codes in most cases. However, the RS and CCs concatenated codes are good candidates, and the RS codes with larger symbol length are preferred for a longer packet. In this regard, future research will concentrated on non-line-of-sight wireless channel, and take the pulse interference from other devices into account.
AB - Smart building is an effective solution to address the issue of energy consumption in today's cyber-physical systems (CPSs) connected world. As an important tool to collect information from a fleet of electric appliance that installed in the building scope, a wireless sensor network is widely employed for this purpose. In this paper, we propose to incorporate forward error correction into the media access control layer of IEEE 802.15.4 standard for packets transmission, as the originally used automatic repeat request mechanism is a timing and energy consumed process that should be avoided in a noisy wireless channel of a smart building environment. Based on the developed CPS simulation platform, the bits error rate and packets error rate of convolutional codes (CCs), Reed-Solomon (RS) codes, and their concatenated codes are intensively investigated, on condition of been applied to different packet length and code rates. We show that the CCs are superior to other codes in most cases. However, the RS and CCs concatenated codes are good candidates, and the RS codes with larger symbol length are preferred for a longer packet. In this regard, future research will concentrated on non-line-of-sight wireless channel, and take the pulse interference from other devices into account.
KW - Buildings
KW - IEEE 802.15.4
KW - cyber-physical systems
KW - energy efficiency
KW - error correction
UR - http://www.scopus.com/inward/record.url?scp=85049808340&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85049808340&partnerID=8YFLogxK
U2 - 10.1109/ACCESS.2018.2854794
DO - 10.1109/ACCESS.2018.2854794
M3 - Article
AN - SCOPUS:85049808340
SN - 2169-3536
VL - 6
SP - 39037
EP - 39045
JO - IEEE Access
JF - IEEE Access
M1 - 8409928
ER -