Abstract:
In both academia and industry, multi-user multiple-input single-output (MU-MISO) techniques have shown enormous gains in spectral efficiency by exploiting spatial degrees...Show MoreMetadata
Abstract:
In both academia and industry, multi-user multiple-input single-output (MU-MISO) techniques have shown enormous gains in spectral efficiency by exploiting spatial degrees of freedom. So far, an underlying assumption in most of the existing MU-MISO design has been that all the users use infinite blocklength, so that they can achieve the Shannon capacity. This setup, however, is not suitable considering delay-constrained users whose blocklength tends to be finite. In this paper, we consider a heterogeneous setting in MU-MISO systems where delay-constrained users and delay-tolerant users coexist, called a DCTU-MISO network. To maximize the sum spectral efficiency in this system, we present the spectral efficiency for delay-tolerant users and provide a lower bound of the spectral efficiency for delay-constrained users. We consider an optimization problem that maximizes the sum spectral efficiency of delay-tolerant users while satisfying the latency constraint of delay-constrained users, and propose a generalized power iteration (GPI) precoding algorithm that finds a principal precoding vector. Furthermore, we extend a DCTU-MISO network to the multiple time slots scenario and propose a recursive GPI precoding algorithm. In simulation results, we validate proposed methods outperform baseline schemes and present the effect of network parameters on the average sum spectral efficiency.
Published in: IEEE Transactions on Wireless Communications ( Volume: 21, Issue: 7, July 2022)
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- IEEE Keywords
- Index Terms
- Optimization Problem ,
- Time Slot ,
- Spectral Efficiency ,
- Efficient Usage ,
- General Power ,
- Principal Vector ,
- Latency Constraints ,
- Baseline Schemes ,
- Shannon Capacity ,
- Precoding Vector ,
- User Constraints ,
- Additive Noise ,
- Lagrange Multiplier ,
- Transmission Power ,
- Multiple-input Multiple-output ,
- Types Of Users ,
- User Requirements ,
- First-order Conditions ,
- Block Diagonal Matrix ,
- Latency Requirements ,
- First-order Optimality Conditions ,
- Ultra-reliable Low-latency Communications ,
- User Scheduling ,
- Principal Eigenvector ,
- Generalized Eigenvalue Problem ,
- Base Station Antennas ,
- High Spectral Efficiency ,
- Communication Latency ,
- Imperfect Channel State Information ,
- Square Root Function
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Optimization Problem ,
- Time Slot ,
- Spectral Efficiency ,
- Efficient Usage ,
- General Power ,
- Principal Vector ,
- Latency Constraints ,
- Baseline Schemes ,
- Shannon Capacity ,
- Precoding Vector ,
- User Constraints ,
- Additive Noise ,
- Lagrange Multiplier ,
- Transmission Power ,
- Multiple-input Multiple-output ,
- Types Of Users ,
- User Requirements ,
- First-order Conditions ,
- Block Diagonal Matrix ,
- Latency Requirements ,
- First-order Optimality Conditions ,
- Ultra-reliable Low-latency Communications ,
- User Scheduling ,
- Principal Eigenvector ,
- Generalized Eigenvalue Problem ,
- Base Station Antennas ,
- High Spectral Efficiency ,
- Communication Latency ,
- Imperfect Channel State Information ,
- Square Root Function
- Author Keywords