Predictor Antennas for Moving Relays: Finite Block-length Analysis

In future wireless networks, we anticipate that a large number of devices will connect to mobile networks through moving relays installed on vehicles, in particular in public transport vehicles. To provide high-speed moving relays with accurate channel state information different methods have been proposed, among which predictor antenna (PA) is one of the promising ones. Here, the PA system refers to a setup where two sets of antennas are deployed on top of a vehicle, and the front antenna(s) can be used to predict the channel state information for the antenna(s) behind. In this paper, we study the delay-limited performance of PA systems using adaptive rate allocations. We use the fundamental results on the achievable rate of finite block-length codes to study the system throughput and error probability in the presence of short packets. Particularly, we derive closed-form expressions for the error probability, the average transmit rate as well as the optimal rate allocation, and study the effect of different parameters on the performance of PA systems. The results indicate that rate adaptation under finite block-length codewords can improve the performance of the PA system with spatial mismatch.

[1]  Mohamed-Slim Alouini,et al.  On Delay-Limited Average Rate of HARQ-Based Predictor Antenna Systems , 2020, IEEE Wireless Communications Letters.

[2]  Behrooz Makki,et al.  Feedback Subsampling in Temporally-Correlated Slowly-Fading Channels using Quantized CSI , 2013, IEEE Transactions on Communications.

[3]  Michael Grieger,et al.  Predictor antennas in action , 2017, 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC).

[4]  Avraham Adler,et al.  Lambert-W Function , 2015 .

[5]  Dinh Thuy Phan Huy,et al.  Adaptive Massive MIMO for fast moving connected vehicles: It will work with Predictor Antennas! , 2018, WSA.

[6]  Tommy Svensson,et al.  Rate Adaptation in Predictor Antenna Systems , 2020, IEEE Wireless Communications Letters.

[7]  Erik G. Ström,et al.  Evaluation of the IEEE 802.11p MAC Method for Vehicle-to-Vehicle Communication , 2008, 2008 IEEE 68th Vehicular Technology Conference.

[8]  Behrooz Makki,et al.  Wireless Energy and Information Transmission Using Feedback: Infinite and Finite Block-Length Analysis , 2016, IEEE Transactions on Communications.

[9]  Tommy Svensson,et al.  Making 5G Adaptive Antennas Work for Very Fast Moving Vehicles , 2015, IEEE Intelligent Transportation Systems Magazine.

[10]  Tommy Svensson,et al.  Moving cells: a promising solution to boost performance for vehicular users , 2013, IEEE Communications Magazine.

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

[12]  Mohamed-Slim Alouini,et al.  On Integrated Access and Backhaul Networks: Current Status and Potentials , 2020, IEEE Open Journal of the Communications Society.

[13]  Tommy Svensson,et al.  Using “predictor antennas” for long-range prediction of fast fading for moving relays , 2012, 2012 IEEE Wireless Communications and Networking Conference Workshops (WCNCW).

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

[15]  Mohamed-Slim Alouini,et al.  Power Allocation in HARQ-Based Predictor Antenna Systems , 2020, IEEE Wireless Communications Letters.

[16]  Hyundong Shin,et al.  Capacity of multiple-antenna fading channels: spatial fading correlation, double scattering, and keyhole , 2003, IEEE Trans. Inf. Theory.

[17]  Justin P. Coon,et al.  An Approximation of the First Order Marcum Q-Function with Application to Network Connectivity Analysis , 2012, IEEE Communications Letters.

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

[19]  Dinh Thuy Phan Huy,et al.  Kalman Smoothing for Irregular Pilot Patterns; A Case Study for Predictor Antennas in TDD Systems , 2018, 2018 IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[20]  Mohamed-Slim Alouini,et al.  A Semi-Linear Approximation of the First-Order Marcum Q-Function With Application to Predictor Antenna Systems , 2020, IEEE Open Journal of the Communications Society.