TY - JOUR
T1 - Multi-relay-assisted low-latency high-reliability communications with best single relay selection
AU - Hu, Yulin
AU - Schnelling, Christopher
AU - Gursoy, M. Cenk
AU - Schmeink, Anke
N1 - Funding Information:
Manuscript received November 22, 2018; revised March 1, 2019 and May 13, 2019; accepted May 26, 2019. Date of publication June 6, 2019; date of current version August 13, 2019. This work was supported by the DFG research under Grant SCHM 2643/17. This paper was presented in part at the IEEE International Symposium on Wireless Communication Systems (ISWCS), Bologna, Italy, August 2017 [1]. The review of this paper was coordinated by Dr. X. Huang. (Corresponding author: Yulin Hu.) Y. Hu, C. Schnelling, and A. Schmeink are with the ISEK Research Group, RWTH Aachen University, D-52074 Aachen, Germany (e-mail: hu@umic.rwth-aachen.de; schnelling@ti.rwth-aachen.de; schmeink@umic. rwth-aachen.de).
Publisher Copyright:
© 2019 IEEE.
PY - 2019/8
Y1 - 2019/8
N2 - We study a multi-node Internet of Things system supporting low-latency high-reliability communication to a destination node. The rest of the nodes are potential relays in which the best single relay (BSR) is selected to assist the transmission to the destination. The system operates with finite blocklength (FBL) codes to satisfy the low-latency requirement. The scope of this work is to derive and improve the FBL performance of the considered BSR system. On the one hand, we extend Polyanskiy’s FBL model of a single-hop scenario to the considered relaying system and derive the corresponding achievable reliability. On the other hand, by employing a practical FBL coding scheme, namely polar codes (PCs), an FBL performance bound attainable by a low-complexity coding scheme is presented. In particular, we provide a reliability bound of a dynamic-length PC scheme. Addressing a source-driven BSR strategy, as well as a relay-driven BSR strategy, we investigate two viable strategies for relay selection in the FBL regime, while the corresponding performance under an infinite blocklength (IBL) assumption serves as a reference. We prove that the two BSR strategies have the same performance in the IBL regime, while the relay-driven strategy is significantly more reliable than the source-driven one when considering the FBL regime. Furthermore, following the derived FBL performance model, we provide an optimal design to minimize the overall error probability via blocklength allocation. Through simulation and numerical investigations, we show the appropriateness of the proposed analytical model. Moreover, we evaluate both the achievable performance with FBLs and the performance of PCs in the considered scenarios while comparing the source-driven and relay-driven strategies.
AB - We study a multi-node Internet of Things system supporting low-latency high-reliability communication to a destination node. The rest of the nodes are potential relays in which the best single relay (BSR) is selected to assist the transmission to the destination. The system operates with finite blocklength (FBL) codes to satisfy the low-latency requirement. The scope of this work is to derive and improve the FBL performance of the considered BSR system. On the one hand, we extend Polyanskiy’s FBL model of a single-hop scenario to the considered relaying system and derive the corresponding achievable reliability. On the other hand, by employing a practical FBL coding scheme, namely polar codes (PCs), an FBL performance bound attainable by a low-complexity coding scheme is presented. In particular, we provide a reliability bound of a dynamic-length PC scheme. Addressing a source-driven BSR strategy, as well as a relay-driven BSR strategy, we investigate two viable strategies for relay selection in the FBL regime, while the corresponding performance under an infinite blocklength (IBL) assumption serves as a reference. We prove that the two BSR strategies have the same performance in the IBL regime, while the relay-driven strategy is significantly more reliable than the source-driven one when considering the FBL regime. Furthermore, following the derived FBL performance model, we provide an optimal design to minimize the overall error probability via blocklength allocation. Through simulation and numerical investigations, we show the appropriateness of the proposed analytical model. Moreover, we evaluate both the achievable performance with FBLs and the performance of PCs in the considered scenarios while comparing the source-driven and relay-driven strategies.
KW - Decode-and-forward
KW - Finite blocklength regime
KW - Punctured polar codes
KW - Rate-compatible codes
KW - Relaying
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U2 - 10.1109/TVT.2019.2921253
DO - 10.1109/TVT.2019.2921253
M3 - Article
AN - SCOPUS:85083715538
SN - 0018-9545
VL - 68
SP - 7630
EP - 7642
JO - IEEE Transactions on Vehicular Communications
JF - IEEE Transactions on Vehicular Communications
IS - 8
M1 - 8732369
ER -