Finite Blocklength Performance of Cooperative Multi-Terminal Wireless Industrial Networks

Cooperative diversity is one of the candidate solutions for enabling ultrareliable low-latency wireless communications (URLLC) for industrial applications. Even if only a moderate density of terminals is present, it allows in typical scenarios the realization of a high diversity degree. It is furthermore only based on a reorganization of the transmission streams, making it achievable even with relatively simple transceiver structures. On the downside, it relies crucially on the distribution of accurate channel state information while cooperative transmissions naturally consume time. With the current goal of providing latencies in the range of 1 ms and below, it is, thus, open if cooperative systems can scale in terms of the number of terminals and the overhead. In this paper, we study these issues with respect to a finite blocklength error model that accounts for decoding errors arising from “above-average” noise occurrences even when communicating below the Shannon capacity. We show analytically that the overall error performance of cooperative wireless systems is convex in the decoding error probability of finite blocklength error models. We then turn to numerical evaluations, where several design characteristics of low-latency systems are identified: First, the major performance improvement is associated with two-hop transmissions in comparison to direct transmissions. The additional improvement due to more hops is only marginal. Second, with an increasing system load, cooperative systems feature a higher diversity gain, which leads to a significant performance improvement despite the increased overhead and a fixed overall frame duration. Third, when considering a realistic propagation environment for industrial deployments, cooperative systems can be shown to generally achieve URLLC requirements.

[1]  Giuseppe Durisi,et al.  Quasi-Static Multiple-Antenna Fading Channels at Finite Blocklength , 2013, IEEE Transactions on Information Theory.

[2]  Aggelos Bletsas,et al.  A simple Cooperative diversity method based on network path selection , 2005, IEEE Journal on Selected Areas in Communications.

[3]  Jeffrey G. Andrews,et al.  What Will 5G Be? , 2014, IEEE Journal on Selected Areas in Communications.

[4]  Mustafa Cenk Gursoy,et al.  Throughput of cognitive radio systems with finite blocklength codes , 2012, 2012 46th Annual Conference on Information Sciences and Systems (CISS).

[5]  Suhas N. Diggavi,et al.  Great expectations: the value of spatial diversity in wireless networks , 2004, Proceedings of the IEEE.

[6]  Aggelos Bletsas,et al.  Implementing cooperative diversity antenna arrays with commodity hardware , 2006, IEEE Communications Magazine.

[7]  James Gross,et al.  On the Performance Advantage of Relaying Under the Finite Blocklength Regime , 2015, IEEE Communications Letters.

[8]  H. Vincent Poor,et al.  Dispersion of the Gilbert-Elliott Channel , 2009, IEEE Transactions on Information Theory.

[9]  Peter Neumann,et al.  Communication in industrial automation—What is going on? , 2004 .

[10]  Anant Sahai,et al.  Cooperative communication for high-reliability low-latency wireless control , 2015, 2015 IEEE International Conference on Communications (ICC).

[11]  James Gross,et al.  On the Capacity of Relaying With Finite Blocklength , 2016, IEEE Transactions on Vehicular Technology.

[12]  Christian Brecher,et al.  Radio channel characterization at 5.85 GHz for wireless M2M communication of industrial robots , 2016, 2016 IEEE Wireless Communications and Networking Conference.

[13]  H. Vincent Poor,et al.  Channel Coding Rate in the Finite Blocklength Regime , 2010, IEEE Transactions on Information Theory.

[14]  Aydin Sezgin,et al.  Multi-Hop Relaying: An End-to-End Delay Analysis , 2016, IEEE Transactions on Wireless Communications.

[15]  James Gross,et al.  Blocklength-Limited Performance of Relaying Under Quasi-Static Rayleigh Channels , 2016, IEEE Transactions on Wireless Communications.

[16]  Gregory W. Wornell,et al.  Cooperative diversity in wireless networks: Efficient protocols and outage behavior , 2004, IEEE Transactions on Information Theory.

[17]  Henrik Klessig,et al.  Requirements and current solutions of wireless communication in industrial automation , 2014, 2014 IEEE International Conference on Communications Workshops (ICC).

[18]  Behrooz Makki,et al.  Finite Block-Length Analysis of Spectrum Sharing Networks Using Rate Adaptation , 2015, IEEE Transactions on Communications.

[19]  Klaus Wehrle,et al.  Channel Coding versus Cooperative ARQ: Reducing Outage Probability in Ultra-Low Latency Wireless Communications , 2015, 2015 IEEE Globecom Workshops (GC Wkshps).

[20]  Christian Dombrowski,et al.  EchoRing: A Low-Latency, Reliable Token-Passing MAC Protocol for Wireless Industrial Networks , 2015 .

[21]  Yulin Hu,et al.  Relaying-Enabled Ultra-Reliable Low-Latency Communications in 5G , 2018, IEEE Network.

[22]  Behrooz Makki,et al.  Finite Block-Length Analysis of the Incremental Redundancy HARQ , 2014, IEEE Wireless Communications Letters.

[23]  Chao Shen,et al.  Energy-Efficient Packet Scheduling With Finite Blocklength Codes: Convexity Analysis and Efficient Algorithms , 2016, IEEE Transactions on Wireless Communications.